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DateTitreDurée
01 Jun 2022Network Analyzer with Zach Seils and Manasa Chalasani00:38:50

Stephanie Wong and Lorin Price welcome guests Zach Seils and Manasa Chalasani to talk about networking and the newly released Network Analyzer. Google Cloud’s Network Intelligence Center is described as a one-stop shop that simplifies network monitoring, troubleshooting, workload expansion, security, and more. Manasa tells us about the four modules of Network Intelligence Center and how they work together.

As part of Network Intelligence Center, the new Network Analyzer monitors and proactively runs tests and detects issues on the network automatically, taking the guesswork out of network troubleshooting. Network Analyzer checks the entire network ecosystem, finding any connectivity issues and extrapolating them to other similar situations as well. Zach tells us more about the specific features of Analyzer, like its ability to check for overlapping or shadowed routes and validating network configurations in relation to any managed services being used.

Zach walks us through the set up of Network Analyzer and how to navigate results. Manasa expands on the development of Network Analyzer, including how customer feedback really shaped the project, and we hear about challenges along the way. Through examples, Zach describes different types of Analyzer customers and how they’re using the product. More analyzers will be available soon, and the team is open to suggestions for future projects.

Zach Seils

Zach Seils is a Networking Specialist with Google Cloud, where he works with customers to accelerate their adoption of cloud networking.

Manasa Chalasani

Manasa is a Product Manager on the Google Cloud Networking team with a focus on network observability.

Cool things of the week
  • The new Google Cloud region in Columbus, Ohio is open blog
  • Assembling and managing distributed applications using Google Cloud Networking solutions blog
Interview
  • Network Intelligence Center site
  • Network Analyzer Documentation docs
  • Introducing Network Analyzer: One stop shop to detect service and network issues blog
  • CloudSQL site
  • GKE site
  • Cloud Monitoring site
  • Contact the Network Analyzer team email
  • GCP Podcast Episode 270: Traditional vs. Service Networking with Ryan Przybyl podcast
What’s something cool you’re working on?

Lorin is working on a new video series called Concepts of Networking on the Networking End to End Playlist

Hosts

Stephanie Wong and Lorin Price

19 Jan 2022Cloud Security Megatrends with Phil Venables00:32:05

We’re back for a new, exciting year of the Google Cloud Platform Podcast! Mark Mirchandani and Carter Morgan start 2022 with a jointly hosted interview with Anton Chuvakin and Timothy Peacock of the Cloud Security Podcast team. Our guest, Phil Venables, is here to tell us about the driving trends in cloud security today.

Phil starts the show with a discussion on the advances in cloud security in general and how it compares with on-prem security. Megatrends like economies of scale and competition between cloud providers benefit cloud users by allowing better security for less money. Cloud environments tend to be simpler and therefore easier to manage, and with scaling and geographic location options, cloud projects allow more flexibility to reach security and sustainability goals.

Phil talks about the iteration process of advances in security based on customer requirements and how this builds client trust. The Shared Responsibility Model, where the cloud provider runs a secure infrastructure and the customer configures their project securely in the cloud, is a great start, Phil tells us. But with Shared Fate, he sees the provider crossing the responsibility barrier to work together with the client towards a secure project through actions like analyzation of security defaults. Customer feedback helps Google Cloud make a better product, which in turn helps customers, creating an environment of reliability and shared trust.

We talk about how the Shared Fate model and shared incentives work together to create a closer partnership between cloud providers and customers, and Phil elaborates on the idea of project security as an immune system. We tackle the idea of security diversity and whether it benefits clients to expand their security outside of cloud provider offerings. Phil helps security novices understand valuable feature-add security services and what to look for in the future.

Phil Venables

Phil leads the risk, security, compliance, and privacy teams for Google Cloud. Prior to joining Google Cloud, Phil was a Partner at Goldman Sachs where he held multiple roles over a long career, initially as their first Chief Information Security Officer, a role he held for 17 years. Before Goldman Sachs, Phil held multiple CISO roles as well as senior engineering roles across a range of finance, energy and technology companies.

Cool things of the week
  • 2022 Resolution: Learn Google Cloud, free of charge blog
  • How to build a virtual employment center on Google Cloud & Workspace video
Interview
  • Cloud Security Podcast podcast
  • IT Leaders: Pay Attention To These 8 Security Megatrends In 2022 article
  • GCP Podcast Episode 218: Chronicle Security with Dr. Anton Chuvakin and Ansh Patniak podcast
What’s something cool you’re working on?

Mark and Carter are working on some cool new changes to the podcast.

Hosts

Carter Morgan, Mark Mirchandani, Anton Chuvakin and Timothy Peacock

26 Jan 2022Resiliency at Shopify with Camilo Lopez and Tai Dickerson00:39:58

Carter Morgan and Stephanie Wong host Shopify guests Camilo Lopez and Tai Dickerson this week. Shopify streamlines the online purchasing process so merchants and customers can transact with confidence.

Camilo and Tai talk in-depth about Shopify’s tech stack and why the choices made are so important to performance. Shopify engineers use a combination of Ruby on Rails, MySQL and Google products like Kubernetes. Resiliency systems like active-active configurations, chat ops for quick solutions, and bot and overload protection are worked in. By leveraging these tools and staying flexible in their resiliency efforts, Shopify is able to adjust to new merchant requirements and teams are able to work efficiently.

While tech continues to progress and change, the Shopify culture remains a driving force for advancement, Camilo tells us. The company ideals and axioms help steer the brand and dictate which technologies they’ll use to solve new and changing client demands. The 2014 outage shaped the future of these cultural ideals, emphasizing the need for quick action and resiliency components like constraints to ensure system safety. Shopify engineers also built enhanced testing tools like Toxiproxy to simulate poor network conditions and account for potential issues.

The 2021 Black Friday Cyber Monday shopping season was Shopify’s biggest yet. Camilo and Tai describe how Shopify’s resiliency culture and intense prep work made the biggest shopping weekend of the year so successful. By offering educational tools and a support network that values good communication, their company culture continues to grow, and Tai tells us how it’s not just the software that should be resilient. Building a resilient, flexible company culture is just as important.

Camilo talks about Shopify’s recent shift to a completely remote work place and the new challenges and opportunities it presents.

Camilo Lopez

Camilo has worked at Shopify for more than 10 years, he has been an IC and a manager leading teams that take care of Shopify’s scalability and resiliency.

Tai Dickerson

Tai is a production engineer at Shopify, where she shares her passion for resilience engineering with others via paper discussions and as a leader in Shopify’s Resiliency SIG.

Cool things of the week
  • Machine images is GA docs
  • New Cloud Logging and Monitoring capabilities
    • Monitoring third-party applications: MariaDB docs
    • Monitoring third-party applications: MySQL docs
    • Monitoring third-party applications: Memcached docs
    • Starting with version 2.8.0, the Ops Agent supports Ubuntu 21.10. For more information, see Linux operating systems docs
Interview
  • Shopify site
  • Kubernetes site
  • GKE site
  • Kafka site
  • Redis site
  • Elastic Search site
  • Memcached docs
  • Toxiproxy site
  • Shopify Engineering site
  • Shopify Careers site
  • BFCM Twitter Thread site
  • Shopify engineers deliver on peak performance during Black Friday Cyber Monday 2021 blog
  • Cloud, Load, and Modular Code: What 2022 Looks Like for Shopify blog
  • Terri Haber on Resiliency at Scale site
  • Terri Haber on Enforced Pacing site
  • Bart Jedrocha on Load Testing site
  • Bart Jedrocha on Tooling for Load Testing site
  • Bart Jedrocha on The Future of Load Testing site
  • Ryan McIlmoyl on Code Red site
  • Ryan McIlmoyl on Working with IMOC site
  • Camilo Lopez on The 2014 Outage site
  • Camilo Lopez on Holiday Season Learnings site
  • Tai Dickerson on Doing Things Differently site
  • Tai Dickerson on Learning & Community site
What’s something cool you’re working on?

Stephanie is working on season 2 of the Where the Internet Lives podcast.

Carter is working on season 2 of VM End to End.

Hosts

Carter Morgan and Stephanie Wong

14 Sep 2022Storage Spotlight with Sean Derrington and Nishant Kohli00:30:59

Host Stephanie Wong chats with storage pros Sean Derrington and Nishant Kohli this week to learn more about cost optimization with storage projects and exciting new launches in the Google Cloud storage space!

To start, we talk about the Storage Spotlight of years past and the cool Google Cloud products that Google is unveiling this year. Optimization is a huge theme this year, with a focus not only on cost optimization but also performance and resource use as well. Enterprise readiness and storage everywhere, Sean tells us, are the most important pillars as Google continues to improve offerings. We learn about Hyperdisk and the three customizable attributes users can control and the benefits of Filestore Enterprise for GKE for large client systems.

Nishant talks about Cloud Storage and how clients are using it at scale for their huge data projects. Specifically, Google Storage has been working to help clients with large-scale data storage needs to optimize costs with Autoclass. Storage Insights is another new tool launching late this year or early next year that empowers better decision-making through increased knowledge and analytics of storage usage.

GKE storage is getting a revamp as well with Backup for GKE to help clients recover applications and data easily. Google Cloud for Backup and DR helps keep projects secure as well. This managed service is easy to use and integrate into all cloud projects and can be used with on prem projects and then backed up into the cloud. This is ideal for clients as they shift to cloud or hybrid systems. Companies like Redivis take advantage of some of these new data features, and Nishant talks more about how Autoclass and other tools have helped them save money and improve their business.

Sean Derrington

Sean is the Group Product Manager for the storage team. He is a long time storage industry PM veteran; he’s worked on Veritas, Symantec, Exablox (storage startup).

Nishant Kohli

Nishant has a decade plus of Object Storage experience at Dell/EMC and Hitachi. He’s currently Senior Product Manager on the storage team.

Cool things of the week
  • Cloud Next 2022 site
  • Integrating ML models into production pipelines with Dataflow blog
  • Four non-traditional paths to a cloud career (and how to navigate them) blog
Interview
  • What’s New & Next: A Spotlight on Storage site
  • Google Cloud Online Storage Products site
  • GCP Podcast Episode 277: Storage Launches with Brian Schwarz and Sean Derrington podcast
  • GKE site
  • Filestore site
  • Filestore Enterprise site
  • Filestore Enterprise for fully managed, fault tolerant persistent storage on GKE blog
  • Cloud Storage site
  • Cloud Storage Autoclass docs
  • GCP Episode 307: FinOps with Joe Daly podcast
  • Storage Insights docs
  • GCP Podcast Episode 318: GKE Turns 7 with Tim Hockin podcast
  • Backup for GKE docs
  • Backup and DR Service site
  • Redivis site
What’s something cool you’re working on?

Stephanie is working on new video content and two Next sessions: one teaching how to simplify and secure your network for all workloads and one talking about how our infrastructure partner ecosystem helps customers.

Hosts

Stephanie Wong

12 Oct 2022Next 2022 with Forrest Brazeal and Stephanie Wong00:43:44

Forrest Brazeal joins Stephanie Wong today on the second day of Google Cloud Next ‘22. We’re talking about all the exciting announcements, how the conference has changed in recent years, and what to expect in the days ahead.

The excitement and energy of the first in-person Next since 2019 was one of the best parts for Forrest. With 1300 releases in just half the year, a lot has happened in BigQuery, AI, Looker, and more. Next includes announcements in many of these areas as well, as Google Cloud expands and makes Cloud easier for all types of projects and clients. Strategic partnerships and development have allowed better use of Google Cloud for the virtual work world and advancements in sustainability have helped Google users feel better about their impact on the environment.

New announcements in compute include C3 VMs, the first VM in the cloud with 4th Gen Intel Xeon scalable processors with Google’s custom Intel IPU. MediaCDN uses the YouTube infrastructure and the new Live Stream API optimizes streaming capabilities. Among many other announcements, Network Analyzer is now GA allowing for simplified network configuration monitoring and Google Cloud Armor has been extended to include ML-based Adaptive Protection capabilities. Software Delivery Shield and Cloud Workstations are recent offerings to help developers in each of the four areas of software supply chain management. Advancements in Cloud Build include added security benefits, and new GKE and Cloud Run logging and security alerts ensure projects remain secure through the final stages of development.

The best way to ensure secure, optimized work is with well-trained developers. And in that vein, Google Cloud is introducing Innovators Plus to provide a new suite of developer benefits under a fixed cost subscription. Forrest tells us about #GoogleClout and the challenges available in the Next portal for conference-goers. Assured Workloads helps with data sovereignty in different regions, Confidential Space in Confidential Computing provides trust guarantees when companies perform joint data analysis and machine learning training, and Chronicle Security Operations are some of the exciting security announcements we saw at Next.

On the show next week, we’ll go in depth on data announcements at Next, but Steph gives us a quick rundown of some of the biggest ones today. She talks briefly about announcements in AI, including Vertex AI Vision and Translation Hub. Forrest wraps up by talking about predictions for the future of tech and cloud.

Forrest Brazeal

Forrest Brazeal is a cloud educator, author, speaker, and Pwnie Award-winning songwriter. He is the creator of the Cloud Resume Challenge initiative, which has helped thousands of non-traditional learners take their first steps into the cloud.

Cool things of the week
  • Unlock biology & medicine potential with AlphaFold on Google Cloud video
Interview
  • Google Cloud Next ‘22 site
  • Google Cloud Innovators site
  • What’s next for digital transformation in the cloud blog
  • New cloud regions coming to a country near you blog
  • The next wave of Google Cloud infrastructure innovation: New C3 VM and Hyperdisk blog
  • 20+ Cloud Networking innovations unveiled at Google Cloud Next blog
  • Introducing Software Delivery Shield for end-to-end software supply chain security blog
  • Developers - Build, learn, and grow your career faster with Google Cloud blog
  • Advancing digital sovereignty on Europe’s terms blog
  • Introducing Confidential Space to help unlock the value of secure data collaboration blog
  • Introducing Chronicle Security Operations: Detect, investigate, and respond to cyberthreats with the speed, scale, and intelligence of Google blog
  • What’s new in Google Cloud databases: More unified. More open. More intelligent. blog
  • Building the most open data cloud ecosystem: Unifying data across multiple sources and platforms blog
  • Introducing the next evolution of Looker, your unified business intelligence platform blog
  • Vertex AI Vision site
  • New AI Agents can drive business results faster: Translation Hub, Document AI, and Contact Center AI blog
  • Open source collaborations and key partnerships to help accelerate AI innovation blog
  • Google Cloud Launches First-of-Its-Kind Service to Simplify Mainframe Modernization for Customers in Financial Services, Retail, Healthcare and Other Industries article
  • Project Starline expands testing through an early access program blog
What’s something cool you’re working on?

Steph is working on the developer keynote and DevFest and UKI Google Cloud Next Developer Day. Check out her Next talk “Simplify and secure your network for all workloads”.

Hosts

Stephanie Wong

20 Jul 2022Managed Service for Prometheus with Lee Yanco and Ashish Kumar00:37:25

Hosts Carter Morgan and Anthony Bushong are in the studio this week! We’re talking about Prometheus with guests Lee Yanco and Ashish Kumar and learning about the build process for Google Cloud’s Managed Service for Prometheus and how Home Depot uses this tool to power their business.

To begin with, Lee helps us understand what Managed Service for Prometheus is. Prometheus, a popular monitoring solution for Kubernetes, lets you know that your project is up and running and in the event of a failure, Prometheus lets you know what happened. But as Kubernetes projects scale and spread across the globe, Prometheus becomes a challenge to manage, and that’s where Google Cloud’s Managed Service for Prometheus comes in. Lee describes why Prometheus is so great for Kubernetes, and Ashish talks about CNCF’s involvement helps open source tools integrate easily. With the help of Monarch, Google’s Managed Service stands above the competition, and Lee explains what Monarch is and how it works with Prometheus to benefit users.

Ashish talks about Home Depot’s use of Google Cloud and the Managed Service for Prometheus, and how Home Depot’s multiple data centers make data monitoring both trickier and more important. With Google Cloud, Home Depot is able to easily ensure everything is healthy and running across data centers, around the world, at an immense scale. He describes how Home Depot uses Managed Service for Prometheus in each of these data center environments from the point of view of a developer and talks about how easy Prometheus and the Managed Service are to integrate and use.

Lee and Ashish wrap up the show with a look at how Home Depot and Google have worked together to create and adjust tools for increased efficiency. In the future, tighter integration into the rest of Google Cloud’s suite of products is the focus.

Lee Yanco

Lee Yanco is the Product Management lead for Google Cloud Managed Service for Prometheus. He also works on Monarch, Google’s planet-scale in-memory time series database, and on Cloud Monitoring’s Kubernetes observability experience.

Ashish Kumar

Ashish Kumar is Senior Manager for Site Reliability and Production Engineering for The Home Depot.

Cool things of the week
  • Cloud Next registration is open site
  • Introducing Parallel Steps for Workflows: Speed up workflow executions by running steps concurrently blog
  • How to think about threat detection in the cloud blog
    • GCP Podcast Episode 218: Chronicle Security with Dr. Anton Chuvakin and Ansh Patniak podcast
Interview
  • Prometheus site
  • PromQL site
  • Google Cloud Managed Service for Prometheus docs
  • Kubernetes site
  • CNCF site
  • Monarch: Google’s Planet-Scale In-Memory Time Series Database research
  • Cloud Monitoring site
  • Cloud Logging site
  • Google Cloud’s operations suite site
What’s something cool you’re working on?

Carter is focusing on getting organized, managing overwhelm, and comedy festivals.

Anthony is testing a few new exciting features, working with build provenance in Cloud Build, jobs and network file systems in Cloud Run.

Hosts

Carter Morgan and Anthony Bushong

19 Oct 2022Top 5 Data & Analytics Launches from Next 2022 with Bruno Aziza and Maire Newton00:30:51

Debi Cabrera and Stephanie Wong have more great Next content this week as we focus on launches specifically related to data and analytics with guests Bruno Aziza and Maire Newton.

We start the episode with a look at current customer trends in data, including tools for increasing efficiency when working with many different types of data. Data governance and security is another area where Bruno sees advances in satisfying customer needs. Maire talks about the steps Google is taking to help customers implement knowledge gained with data, including Looker and new integrations with tools like Looker Studio to easily connect tools for better data access and use. Strategic partnerships with companies like Tableau help accomplish these goals as well.

With 21 data and analytics launches at Next, exciting solutions are out there for customers. Bruno and Maire highlight their five favorites, like BigQuery support for unstructured data, allowing analysts working with SQL to do more with more data. To simplify workflows, BigQuery integration with Spark is a new feature that Maire tells us about, and we hear more about BigLake and it’s increased format support. Data reaches more people easier now with Connected Sheets available for anyone using Google Workspace, and finally we talk more about Looker. Bruno details the four use cases of business intelligence customers and how Google’s suite of data products satisfy their needs for a reasonable price.

Bruno Aziza

Bruno is head of data and analytics for Google Cloud and leads the outbound product management team. He has more than two decades’ of Silicon Valley experience, specializing in scaling businesses, and has written two books on Data Analytics and Enterprise Performance Management.

Maire Newton

Maire is an Outbound Product Manager at Google Cloud with almost 15 years of experience partnering with organizations to develop data solutions and drive digital transformation. She’s passionate about helping customers develop data-driven cultures by using technology to meet users where they are.

Cool things of the week
  • Google Cloud Next for data professionals: analytics, databases and business intelligence blog
    • ANA104 How Boeing overcame their on-premises implementation challenges with data & AI site
    • ANA100 What’s new in Looker and Data Studio site
    • ANA101 What’s new in BigQuery site
    • ANA106 How leading organizations are making open source their super power site
  • Google Cloud Next: top AI and ML sessions blog
Interview
  • Building the most open data cloud ecosystem post
  • Data Journeys videos
  • Google Cloud Next ‘22 site
  • Looker site
  • Looker Studio site
  • Tableau site
  • BigLake ste
  • BigQuery site
  • Use the BigQuery connector with Spark docs
  • Connected Sheets docs
What’s something cool you’re working on?

Debi is getting married and working on Dataflow Prime.

Hosts

Stephanie Wong and Debi Cabrera

28 Sep 2022DEI and Belonging in the Cloud with Jason Smith00:33:26

Jason Smith, founder of the Mixed Googlers group here at Google, joins Stephanie Wong to talk about DEI and the importance of belonging in tech.

Jason helps us better understand what the concepts diversity, equity, inclusion, and belonging mean to him. It’s more than just including different types of people, Jason tells us, companies must also give them equal opportunities and say in their jobs. We talk about the difference between DEI and belonging. Belonging means feeling comfortable and accepted and conveys a more concrete, real-life sense of community that brings DEI to life. While DEI is easy enough for a company to measure, it’s sometimes tricky to get a clear picture of belonging in a company. Jason talks about possible solutions to this problem.

Growing up as the child of both a white and a black parent, Jason understands the importance of feeling a sense of belonging as a mixed race individual. In that vein, he founded Mixed Googlers, and he tells us more about how this group supports other mixed individuals at Google. He talks about the events they have hosted, including talks with famous mixed race speakers, and how the grassroots efforts to form and grow Mixed Googlers has created a great community.

Later, Jason talks about DEI and belonging in tech companies and cloud specifically. He introduces us to some fun ways to incorporate DEI principles into company culture in a way that encourages all individuals to contribute their personal perspectives. He stresses the importance of allowing mistakes, especially when discussing diversity issues with your coworkers, so the conversation can be about growth and not about confrontation.

Jason Smith

Jason Smith is a Customer Engineer supporting application modernization and the founder of Mixed Googlers, an ERG dedicated to mixed race individuals.

Cool things of the week
  • Sign up for the Google Cloud Fly Cup Challenge blog
  • Google Cloud Firewall introduces Network Firewall Policies, IAM-governed Tags and more blog
  • Building trust in the data with Dataplex blog
Interview
  • Google Belonging site
  • Google 2022 Diversity Annual Report site
  • Sugi Dakks: Not the Only One | Talks at Google video
  • Diversity, Equity, and Inclusion Keynote site
  • BigQuery site
What’s something cool you’re working on?

Stephanie is working on content for Next and the Drone Racing League.

Hosts

Stephanie Wong

05 Oct 20222022 State of DevOps Report with Nathen Harvey and Derek DeBellis00:44:07

On the show this week, we’re talking updated DevOps practices for 2022 with hosts Stephanie Wong and Chloe Condon and our guests Nathen Harvey and Derek DeBellis.

Nathen and Derek start the show with a thorough discussion of DORA, the research program dedicated to helping organizations improve software delivery and operations, and the state of DevOps report that Google publishes every year. This year, the DevOps research team strengthened their focus on security and discovered that one of the biggest predictors in security practice adoption is company culture. Open, communicative, and trustful company cultures are some of the best for accepting and implementing optimized security practices. Derek tells us how company cultures are measured and scored for this purpose and Nathen talks about team and individual burnout and its affects on culture.

Low, medium, high, and elite teams are another indicator of culture, and Nathen explains how teams earn their label through four keys of software delivery performance. Each year, they let the data show these four clusters of team performance. But this year there were only three, and Derek talks more about this phenomenon and why the elite cluster seems to have disappeared. When operational performance analysis was added, the four clusters reemerged and were renamed to better suit the new analysis metrics. Nathen details these four new clusters: starting, which performs neither well nor poorly and may be just starting out; flowing, teams that are performing well across throughput, stability, and operational performance; slowing teams, which don’t have high throughput but excel in other areas; and retiring teams, which are reliable but not actively developing projects. We discuss how companies may shift from one cluster to another and how much context can affect this shift.

We talk about key findings in the 2022 DevOps report, especially in the security space. Some of the most notable include the adoption of DevOps security practices and the decreased incidence of burnout on teams who leverage security practices. Nathen and Derek elaborate on how this year’s research changed from last year and what remained the same.

Nathen Harvey

Nathen works with teams helping them learn about and apply the findings of our research into high performing teams. He’s been involved in the DevOps community for more than a decade.

Derek DeBellis

Derek is a Quantitative User Experience Researcher at Google, where Derek focuses on survey research, logs analysis, and figuring out ways to measure concepts central to product development. Derek has published on Human-AI interaction, the impact of Covid-19’s onset on smoking cessation, designing for NLP errors and the role of UX in ensuring privacy.

Cool things of the week
  • Try out Cloud Spanner databases at no cost with new free trial instances blog
  • Chipotle Is Testing More Artificial Intelligence Solutions To Improve Operations article
  • Gyfted uses Google Cloud AI/ML tools to match tech workers with the best jobs blog
Interview
  • 2022 Accelerate State of DevOps Report blog
  • DevOps site
  • 2022 State of the DevOps Report Report site
  • DORA site
  • DORA Community site
  • SLSA site
  • Security Software Development Framework site
  • Westrum organizational culture site
  • Google finds culture, not tech, is the biggest predictor of DevOps security outcomes article
  • GCP Podcast Episode 205: DevOps with Nathen Harvey and Jez Humble podcast
  • GCP Podcast Episode 284: State of DevOps Report 2021 with Nathen Harvey and Dustin Smith podcast
  • GCP Podcast Episode 290: Resiliency at Shopify with Camilo Lopez and Tai Dickerson podcast
What’s something cool you’re working on?

Steph is working on talks for DevFest Nantes and a Google Cloud dev conference in London. She’ll be talking about subsea fiber optics and Google Cloud networking products.

Chloe is a Noogler, so she’s been working on learning as much as she can! She is excited to make her podcast debut this week!

Hosts

Stephanie Wong and Chloe Condon

03 May 2023Streamlining the Philippine education network with an all-in-one school management app with Wela00:23:35

In this special episode, we are featuring That Digital Show. In the Philippines, class sizes in schools are often quite large with an average of 30 students per class. This makes keeping track of individual students’ progress a challenge. To solve this problem, John and Chris Fiel, co-founders of Wela School Systems developed a digital solution for schools, teachers, and parents to keep track of basic administrative tasks like daily attendance-taking and keeping record of grades, among other things to keep paperwork at bay. 

Starting with just three schools upon launch, Wela now serves more than 200 schools on its platform. To make sure it meets the needs of users, the duo constantly asks for feedback from customers, and pick out the most common needs to address and build around. The startup also follows a freemium model so that schools can test and discover if the product is really adding value for them, before deciding to purchase it. 

Listen in to hear how Wela continues to win the hearts of educators, and the impact they are making on the Philippine education system. In this podcast, they also share their views on the future of education and how data can be used to improve teaching processes and the learning environment.

John Fiel, CEO, Wela School Systems


John’s  interest in the startup industry brought him to establish his own game development startup after college, which lasted for two years. Now, he is the Co-Founder and CEO of Wela School System. Wela is one of the Pioneering DOST Funded Startups in the Philippines. Wela is now running for five years and serving over 190 schools both national and international.


Chris Fiel, CTO, Wela School Systems

Chris is  a serial technopreneur with the aim of creating disruptive and useful apps using the latest technology trends. His heart and inclination is into programming where his 25 years of experience as a freelance developer can speak of. He is currently into ERP, IoT and blockchain and looking for consulting and development projects along these areas.


Theo Davies

Theo is Head of Cloud Sales Excellence & Productivity at Google Cloud and host of “That Digital Show APAC”. He is a record breaking salesperson, sales leader, coach and speaker with a 20+ year career beginning in sales. Theo is also the President of the Google Public Speaking Academy.

Interview

Hosts

Theo Davies and Paris Tran

 

15 Dec 20212021 Year End Wrap Up00:43:16

We’re finishing out 2021 with a celebration of our favorite episodes and topics from the year! From new tools for Cost Optimization in GKE and advances in AI to tips for improving feelings of imposter syndrome, Carter Morgan, Stephanie Wong, and Mark Mirchandani share memorable moments from 2021 and look forward to future episodes.

Carter Morgan

Carter Morgan is Developer Advocate for Google Cloud, where he creates and hosts content on Google’s Youtube channel, co-hosts several Google Cloud podcasts, and designs courses like the Udacity course “Scalable Microservices with Kubernetes” he co-created with Kelsey Hightower. Carter Morgan is an international standup comedian, who’s approach of creating unique moments with the audience in front of him has seen him perform all over the world, including in Paris, London, the Melbourne International Comedy Festival with Joe White. And in 2019, and the 2019 Edinburgh Fringe Festival. Previously, he was a programmer for the USAF and Microsoft.

Stephanie Wong

Stephanie Wong is a Developer Advocate focusing on online content across all Google Cloud products. She’s a host of the GCP Podcast and the Where the Internet Lives podcast, along with many GCP Youtube video series. She is the winner of a 2021 Webby Award for her content about data centers. Previously she was a Customer Engineer at Google and at Oracle. Outside of her tech life she is a former pageant queen and hip hop dancer and has an unhealthy obsession with dogs.

Mark Mirchandani

Mark Mirchandani is a developer advocate for Google Cloud, occasional host of the Google Cloud Platform podcast, and helps create content for users.

Cool things of the week
  • Anthos Multi-Cloud v2 is generally available docs
  • Machine learning, Google Kubernetes Engine, and more: 10 free training offers to take advantage of before 2022 blog
  • The past, present, and future of Kubernetes with Eric Brewer blog
    • GCP Podcast Episode 124: VP of Infrastructure Eric Brewer podcast
Our Favorite Episodes of 2021
  • Mark’s Favorites
    • GCP Podcast Episode 252: GKE Cost Optimization with Kaslin Fields and Anthony Bushong podcast
    • GCP Podcast Episode 267: Cloud Firestore for Users who are new to Firestore podcast
  • GKE Essentials videos
  • Beyond Your Bill vidoes
  • Stephanie’s Favorites
    • GCP Podcast Episode 270: Traditional vs. Service Networking with Ryan Przybyl podcast
    • GCP Podcast Episode 271: The Future of Service Networking with Ryan Przybyl podcast
    • GCP Podcast Episode 279: MLB with Perry Pierce and JoAnn Brereton podcast
  • Carter’s Favorites
    • GCP Podcast Episode 284: State of DevOps Report 2021 with Nathen Harvey and Dustin Smith podcast
    • GCP Podcast Episode 287: Imposter Syndrome with Carter Morgan podcast
  • Most Popular Episodes of 2021
    • GCP Podcast Episode Episode 264: SRE III with Steve McGhee and Yuri Grinshtey podcast
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Sound Effects Attribution
  • “Dun Dun Duuun” by Divenorth of Freesound.org
  • “Cash Register” by Kiddpark of Freesound.org
  • “Jingles and Pings” by BristolStories of HDInteractive.com
  • “Time – Inception Theme” Composed by Hanz Zimmer (super-low-budget midi version)
Hosts

Stephanie Wong, Carter Morgan and Mark Mirchandani

08 Jun 2022FinOps with Joe Daly00:39:37

On the podcast this week, guest Joe Daly tells Stephanie Wong, Mark “Money” Mirchandani, and our listeners all about FinOps principles and how they’re helping companies take advantage of the cloud while saving their bottom lines. He describes FinOps as financial DevOps, making financial decisions in an effective and optimized way. With his experience in finance and tax accounting, Joe has developed a special knack for navigating the sometimes confusing world of cloud finance policies, and his contributions to the FinOps Foundation have been many.

For starters, collaboration with various business departments is important for developing a plan that leverages the benefits of the cloud but keeps the company using resources wisely, Joe explains. He talks about the FinOps Foundation and their focus on creating community for knowledge sharing. By fostering collaboration among different company roles and promoting financial education, companies are better able to determine financial goals while making sure each facet of the company reaps all the benefits of cloud participation.

Following the FinOps cycle is the easiest way for community members to get started. The three steps, Joe tells us, are inform, optimize, and operate. The inform phase involves clarity in spending so teams understand how much money is being spent. In the optimize phase, benefits of spending are matched with expenditures to ensure resources are being used to their full potential. Finally, in the operate phase, engineers and finance managers come together to understand why solutions were chosen and understand if these tools are offering the right answers for the company.

Every company is different but the sooner it’s possible to start the FinOps journey the easier it will be to maintain in the future. Joe gives us examples of how companies are using the principles for successful strategies and the challenges that some of them have faced. The Foundation has monthly summits that offer perspectives from these companies as well as partner presentations. The FinOpsX conference is coming up soon as well. To wrap up, Joe offers other resources from the FinOps Foundation, including his podcast.

Joe Daly

Joe set up two FinOps teams at Fortune 100 companies. He joined the FinOps Foundation and has been setting up the ambassador program, supporting meetup groups, and producing FinOpsPod.

Cool things of the week
  • AlloyDB for PostgreSQL under the hood: Columnar engine blog
    • GCP Podcast Episode 304: AlloyDB with Sandy Ghai and Gurmeet “GG” Goindi podcast
  • How Google Cloud is helping more startups build, grow, and scale their businesses blog
  • Automate identity document processing with Document AI blog
Interview
  • FinOps Foundation site
  • FinOpsX site
  • FinOpsPod podcast
  • Cloud FinOps: The Secret To Unlocking The Economic Potential Of Public Cloud whitepaper
  • Maximize Business Value with Cloud FinOps whitepaper
  • Unlocking the value of cloud FinOps with a new operating model whitepaper
Hosts

Stephanie Wong and Mark Mirchandani

07 Dec 2022Active Assist and Resource Lifecycle Management with Sharon Fang and Michael Sudakovitch00:28:31

Guests Sharon Fang and Michael Sudakovitch are here this week to talk with Max Saltonstall and Daryl Ducharme about Google’s Active Assist optimization portfolio and managing cloud projects efficiently.

Michael, tech lead at Uber, first employed Active Assist for the company in their security department, but they have since realized how useful Active Assist is in many areas of the resource management space. Responsible architects, Michael points out, continually evaluate their resources and patch, update, or remove as necessary to ensure proper security and optimize spending. Sharon helps us understand resource management further and how Active Assist helps teams find resources that can be changed or even removed for better spending, tighter security, and smaller carbon footprint.

Active Assist will even recommend the removal of entire projects that have become dormant. Michael talks in detail about Uber’s use of Active Assist and how it helped them find vulnerable projects that could be removed for better security. Sharon highlights the effects of Active Assist on reducing CO2 emissions as well, as discontinued projects keep hardware running needlessly. As Michael and his team at Uber began taking advantage of all Active Assist had to offer, Google worked with him to answer questions, tailor resources, and take feedback to improve offerings. The future includes a portfolio expansion of resource life cycle management tools to identify more idol systems like GKE clusters and helping larger customers take advantage of Active Assist at scale automatically.

Together, Sharon and Michael tell us stories about the partnership and interesting findings and results of Uber’s carbon footprint reduction journey.

Sharon Fang

Sharon Fang is a Product Manager for Google Cloud’s Active Assist, which aims to help users optimize their cloud operations with recommendations.

Michael Sudakovitch

Michael is a Tech Lead at Uber’s Engineering Security organization, focusing on securing and optimizing Uber’s Multi-Cloud infrastructure.

Cool things of the week
  • Solving internal search problems with Dialogflow blog
  • Automating self-service tech support with Tensorflow blog
  • Introducing IAM Deny, a simple way to harden your security posture at scale blog
  • Supporting healthcare delivery with cloud-native medical imaging blog
Interview
  • Active Assist site
  • Uber site
  • Uber Engineering Blog site
  • How ML-fueled recommendations help developers optimize security, price-performance, and carbon reduction blog
  • Introducing Unattended Project Recommender: discover, reclaim, or deprecate abandoned projects under your organization blog
  • Reduce your cloud carbon footprint with new Active Assist recommendations blog
What’s something cool you’re working on?

Max is sorting out the final blog posts of the year, planning some secret Santa holiday festivities for the team, and prepping cranberry sauces.

Daryl is planning videos for the new year, including a video to help celebrate our 1 millionth subscriber on the Google Cloud Tech YouTube channel and several videos to help people get the most out of Google Cloud IAM features.

Hosts

Max Saltonstall and Daryl Ducharme

27 Jul 2022Arm Servers on GCP with Jon Masters and Emma Haruka Iwao00:35:39

We’re learning all about Arm servers on Google Cloud Platform this week. Hosts Brian Dorsey and Stephanie Wong welcome fellow Googlers Jon Masters and Emma Haruka Iwao to talk about the newest VMs on GCP.

To start, our guests dive in to Arm, explaining what it is and how it’s grown over the years. Nowadays, Arm-based chips dominate the mobile market and this volume has allowed them to build both advanced chips for supercomputers and beneficial partnerships. Emma explains how having the Arm architecture available in the cloud helps keep projects efficient and walks us through example setups of an Arm projects, illustrating the ease of setup in Google Cloud. Jon and Emma talk about the T2A VMs running Arm workloads at Google, including their balance of performance and cost.

Emma and Jon bust some myths about Arm, emphasizing how performant it is despite its humble beginnings.

Jon Masters

Jon Masters is a compute architect focused on Arm server architecture, platform standards, and ecosystem with almost a dozen years of experience working on Arm.

Emma Haruka Iwao

Emma Haruka Iwao is a DevRel engineer focused on Compute products and a computer architecture enthusiast.

Cool things of the week
  • Introducing Batch, a new managed service for scheduling batch jobs at any scale blog
    • Examples of Batch for Transcoding site
    • Using Google Kubernetes Engine’s GPU sharing to search for neutrinos blog
Interview
  • Arm site
  • Arm Documentation docs
  • Arm VMs on Computer docs
  • Expanding the Tau VM family with Arm-based processors blog
  • Run your Arm workloads on Google Kubernetes Engine with Tau T2A VMs blog
  • Compute Engine site
  • GKE site
What’s something cool you’re working on?

Brian is switching his focus from VMs to developer tooling.

Hosts

Stephanie Wong and Brian Dorsey

24 Aug 2022Launching Products at Google Cloud with Anita Kibunguchy-Grant and Gabe Weiss00:44:49

This week, Max Saltonstall and Stephanie Wong go behind the scenes at Google Cloud with Gabe Weiss and Anita Kibunguchy-Grant to learn how new products move from idea to market.

To start, our guests walk us through a typical end-to-end life cycle as Google creates new and exciting products for users. Starting with a problem sometimes brought to light by users, a solution is workshopped, and a team is brought together to tackle the issue. Once the product is workable, Gabe and his team step in to evaluate and pass it on to Anita for market launch. With examples like BigQuery Omni and AlloyDB, Anita and Gabe walk us through a real launch scenario, from naming the product to promotion and observing the satisfying impacts of a product solving real-world problems.

Anita details the three phases of a product launch and which teams are involved. The phases are pre-launch, during launch, and post-launch. In pre-launch, things like naming and messaging are crafted, priority is assigned via tier assignment, and plans are made to interact with various promotional and other teams who may need to be involved with the launch. Launch day activities are coordinated next as various marketing avenues are leveraged for maximum visibility and development teams work together to make the technical side successful. Post-Launch involves some debriefing on the success of the marketing as well as analysis of use, press coverage, page views, revenue, sentiment among users, and enabling sales teams for success.

Gabe talks about the importance of his team in the process as they test products for customer usability and QA before launch as well. He and Anita elaborate on the differences with Google launches versus other companies, including the stages involved in launch and the naming of these stages. Many launches are done at big Google Cloud events, like Google I/O, Anita points out as a unique feature of Google, which can be a gift and a curse. Challenges are addressed as our guests talk us through possible problems and the ways launch teams address them. Anita and Gabe emphasize empathy and communication in product launching and the importance of clear, productive feedback.

Anita Kibunguchy-Grant

Anita Kibunguchy-Grant is a Product Marketing Lead at Google with extensive experience across Data Analytics and Databases products and solutions. Before Google, she led awareness and go-to-market programs at VMware.

She has an MBA from MIT Sloan School of Management and is passionate about helping customers use data and technology to transform their businesses.

Gabe Weiss

Gabe leads the database advocacy team for the Google Cloud Platform team ensuring that developers can make awesome things, both inside and outside of Google. Prior to Google he’s worked in virtual reality production and distribution, source control, the games industry, and professional acting.

Cool things of the week
  • Leveling up your data analysis skills as a student blog
  • Catalog of Unabashed Gratitude site
  • How Google Cloud blocked the largest Layer 7 DDoS attack at 46 million rps blog
Interview
What’s something cool you’re working on?

Max is wrapping up his hosting of summer interns and getting ready for vacation! He plans to play a lot of board games and video games!

Steph also enjoyed hosting interns this summer!

Hosts

Stephanie Wong and Max Saltonstall

23 Feb 2022Looker with Leigha Jarett and Debi Cabrera00:45:39

Guests Leigha Jarett and Debi Cabrera from the Looker team join Mark Mirchandani this week to talk about this powerful tool. Looker, Google’s data analytics platform, was built to provide enterprise companies with customizable analytics tools that allow anyone to get the data they need when they need it. This facilitates better business decisions.

Leigha talks about how Looker and LookML keep data consistent among data analysts no matter where they pull data from or what they do with it. Data is more trustworthy, fostering a positive data-driven business. She details how LookML works, from database connection to metric creation, and tells us how easy it is for non-data engineers to work with as well.

Robust data analysis based on trusted data points used to drive decision making is how Looker builds an environment of business intelligence rather than simple reporting. By offering easy integration into other Google tools like Data Studio and BigQuery, Looker is easy to set up, learn, and use. Our guests help listeners navigate Looker’s Explore From Here functionality and explain how it could help them answer important business questions. With advanced admin permissioning, Looker also helps limit the chaos that comes with multiple people accessing the same data.

Later, we hear real-world examples of companies taking the Looker journey. Our guests offer advice based on these experiences with clients and talk about how client feedback has influenced new Looker tools, like the Looker Tableau Connector that’s coming soon. We hear about the relationship between BigQuery and Looker and suggestions for companies newly embarking on their data journey.

Leigha Jarett

Leigha is a Product Manager for Looker’s application platform. She focuses on making Looker both simple and powerful for developers.

Debi Cabrera

Debi recently became a Developer Advocate after being at Looker for three years as an Engagement Manager and StratOps PgM. You can find her on Linkedin

Cool things of the week
  • Introducing a Google Cloud architecture diagramming tool blog
  • Black History Month: Celebrating the success of Black founders with Google Cloud: DOSS blog
Interview
What’s something cool you’re working on?

Debi is planning her wedding!

Hosts

Mark Mirchandani and Debi Cabrera

02 Feb 2022Redesigning the Cloud SDK and CLI with Wael Manasra and Cody Oss00:44:09

This week on the podcast, Wael Manasra and Cody Oss join hosts Carter Morgan and Mark Mirchandani to chat about new branding in Cloud SDK and gcloud CLI. Google Cloud SDK was built and designed to take over mundane development tasks, allowing engineers to focus on specialized features and solutions. The SDK documentation and tutorials are an important part of this as well. With clear instructions, developers can easily make use of Cloud SDK.

Software Development Kits have evolved so much over the years that recently, Cody, Wael, and their teams have found it necessary to redefine and rethink SDKs. The popularity of cloud projects and distributed systems, for example, means changes to kit requirements. The update is meant to reevaluate the software included in SDKs and CLIs and to more accurately represent what the products offer. Giving developers the tools they need in the place they work means giving developers code language options, providing thorough instruction, and listening to feedback. These are the goals of this redesign.

The Google Cloud SDK contains downloadable parts and web publications. Our guests explain the types of software and documentation in each group and highlight the importance of documentation and supporting materials like tutorials. The Cloud Console is a great place for developers to start building solutions using the convenient point-and-click tools that are available. When these actions need to be repeated, the downloadable Command Line Interface tool can do the work. Cody talks about authentication and gcloud, including its relationship to client libraries. He walks us through the steps a typical developer might take when using Google products and how they relate to the SDK and CLI. Through examples, Wael helps us further understand client libraries and how they can interact with the CLI.

The Cloud SDK is a work in progress. Our guests welcome your feedback for future updates!

Wael Manasra

Wael manages the gcloud CLI, the client libraries for all GCP services, and the general Cloud SDK developer experience.

Cody Oss

Cody works on the Go Cloud Client libraries where he strives to provide an delightful and idiomatic experience to all the Gophers on Google Cloud.

Cool things of the week
  • Google Tau VMs deliver over 40% price-performance advantage to customers blog
  • Find products faster with the new All products page blog
Interview
What’s something cool you’re working on?

Carter is working on his comedy.

Hosts

Carter Morgan and Mark Mirchandani

08 Dec 2021Imposter Syndrome in Tech with Carter Morgan00:25:53

Carter Morgan takes the guest seat today to chat with host Stephanie Wong about imposter syndrome in tech. The technology ecosystem is constantly changing, with new advances every day. To keep up, tech workers are learning and developing new skills so frequently that at times it can feel as though they don’t actually know everything they need to know. Here is where self-doubt can really take hold.

Imposter syndrome is most prevalent around transition points, Carter tells us. A new job or new responsibility, for example, opens tech workers to feelings of inadequacy. But there’s hope, and he explains how we can learn and develop skills to overcome this difficulty. Through tales of his own experiences, Carter offers supportive tips he’s learned, including how important it is to communicate with your manager and seek help rather than isolating.

Unhealthy comparisons can foster self-doubt as well. Depth and breadth of knowledge are important factors to consider as well, and Carter points out that each has its benefits. Knowing when to go deep into a subject and when to obtain surface level knowledge can foster a sense of ease and adequacy in knowledge workers. Stephanie shares her experiences with imposter syndrome, highlighting the difference between self-perception and audience perception and why it’s important to give yourself credit for what you’ve accomplished. Breaking into a new space can be intimidating. Carter walks us through important steps to take to start tackling imposter syndrome from the beginning, including the effects of positive mentorships.

This month, Carter is giving a presentation at Cloud Learn (Dec 8-9, 2021), and he wraps up this episode with a sneak peak.

Carter Morgan

Carter Morgan is Developer Advocate for Google Cloud, where he creates and hosts content on Google’s Youtube channel, co-hosts several Google Cloud podcasts, and designs courses like the Udacity course “Scalable Microservices with Kubernetes” he co-created with Kelsey Hightower.

Carter Morgan is an international standup comedian, who’s approach of creating unique moments with the audience in front of him has seen him perform all over the world, including in Paris, London, the Melbourne International Comedy Festival with Joe White. And in 2019, and the 2019 Edinburgh Fringe Festival.

Previously, he was a programmer for the USAF and Microsoft.

Cool things of the week
  • Cloud Learn site
  • 5 things not to do with Cloud Functions, and 5 things you absolutely should do instead blog
Interview
  • Cloud Learn site
  • What do I really need to know to succeed at work? blog
Hosts

Stephanie Wong

20 Apr 2022Spanner Myths Busted with Pritam Shah and Vaibhav Govil00:35:47

This week, we’re busting myths around Cloud Spanner with our guests Pritam Shah and Vaibhav Govil. Mark Mirchandani and Max Saltonstall host this episode and learn about the fantastic capabilities of Cloud Spanner. Our guests give us a quick run-down of Spanner database software and its fully-managed offerings.

Spanner’s unique take on the relational database has sparked some myths. We start by addressing cost and the idea that Spanner is expensive. With its high availability achieved through synchronously replicating data, failures are virtually a non-issue, making the cost well worth it. Our guests describe other features that add to the value of Spanner as well. Workloads of any size are a good fit for Spanner because of its scalability and pricing based on use.

Despite rumors, Spanner is now very easy to start using. New additions like the PostgreSQL interface and ORM support have made the usability of Spanner much more familiar. Regional and multi-regional instances are supported, busting the myth that Spanner is only good for global workloads. Our guests offer examples of projects using local and global configurations with Spanner.

In the database world, Vaibhav sees trends like the convergence of non-relational and relational databases as well as convergence in the OLTP and OLAP database semantics, and he tells us how Spanner is adapting and growing with these trends. Pritam points out that customers are paying more attention to total cost of ownership, the importance of scalable and reliable database solutions, and the peace of mind that comes with a managed database system. Spanner helps customers with these, freeing up business resources for other things.

This year, Spanner has made many announcements about new capabilities coming soon, like PostgreSQL interface on spanner GA, Query Insights visualization tools, cross-regional backups GA, and more. We hear all about these awesome updates.

Pritam Shah

Pritam is the Director of Engineering for Cloud Spanner. He has been with Google for about four and a half years. Before Spanner, he was the Engineering Lead for observability libraries at Google. That included Distributed Tracing and Metrics at Google scale. His mission was to democratize the instrumentation libraries. That is when he launched Open Census and then took on Cloud Spanner.

Vaibhav Govil

Vaibhav is the Product lead for Spanner. He has been in this role for the past three years, and before this he was a Product Manager in Google Cloud Storage in Google. Overall, he has spent close to four years at Google, and it has been a great experience.

Cool things of the week
  • Our plans to invest $9.5 billion in the U.S. in 2022 blog
  • A policy roadmap for 247 carbon-free energy blog
  • SRE Prodcast site
  • Meet the people of Google Cloud: Grace Mollison, solutions architect and professional problem solver blog
    • GCP Podcast Episode 224: Solutions Engineering with Grace Mollison and Ann Wallace podcast
Interview
  • Spanner site
  • Cloud Spanner myths busted blog
  • PostgreSQL interface docs
  • Cloud Spanner Ecosystem site
  • Spanner: Google’s Globally-Distributed Database white paper
  • Spanner Docs docs
  • Spanner Qwiklabs site
  • Using the Cloud Spanner Emulator docs
  • GCP Podcast Episode 62: Cloud Spanner with Deepti Srivastava podcast
  • GCP Podcast Episode 248: Cloud Spanner Revisited with Dilraj Kaur and Christoph Bussler podcast
  • Cloud Spanner federated queries docs
What’s something cool you’re working on?

Max is working on a new podcast platform and some spring break projects.

Hosts

Mark Mirchandani and Max Saltonstall

17 Aug 2022Google Cloud for Higher Education with Laurie White and Aaron Yeats00:48:17

On the podcast this week, our guests Laurie White and Aaron Yeats talk with Stephanie Wong and Kelci Mensah about higher education and how Google Cloud is helping students realize their potential. As a former educator, Laurie has seen the holes in tech education and, with the help of Google, is determined to aid faculty and students in expanding learning to include cloud education as well as the standard on prem curriculum. Aaron and Laurie work together toward this goal with programs like their Speaker Series.

Laurie’s approach involves supporting faculty as they design courses that incorporate cloud technologies. With the busy lives of students today, she recognizes that the best way to get the information into the hands of students is through regular coursework, not just through elective activities outside the regular classroom.

Aaron’s work with students and student organizations rounds out their support of higher education learning. He facilitates the creation of student clubs that use Cloud Skills Boost, a program in which students navigate full pathways as they learn the skills they need to create and manage cloud builds. Soon, Aaron will offer hack-a-thons that encourage students to attend weekend events to work together on passion projects outside of regular classwork.

Our guests talk more about the specifics of Google Cloud Higher Education Programs and the importance of incorporating certifications into the higher education learning process. Aaron talks about expanding the program and his hopes for reaching out to more schools and students and Laurie talks about the funding for students and how Google Cloud’s system of credits for students enables them to use real cloud tools without a credit card. Laurie and Aaron tell us fun stories about past student successes, conference interactions, and hack-a-thon projects that went well.

Laurie White

Laurie taught CS in higher ed for over 30 years where her biggest frustration was trying to keep the curriculum up with the field. She thought she was retiring seven years ago but got the call from Google to a job where she could help faculty around the world keep their curriculum up with cloud computing, so here she is.

Aaron Yeats

Aaron Yeats has been working in education outreach for two decades. His work in education has included Texas government education programs including public health, non-profit advocacy, and education.

Cool things of the week
  • How Wayfair is reaching MLOps excellence with Vertex AI blog
  • Hidden gems of Google BigQuery blog
  • Google Cloud Innovators site
  • Google Cloud and Apollo24|7: Building Clinical Decision Support System (CDSS) together blog
Interview
  • Google Cloud Higher Education Programs site
  • Google Cloud Speaker Series site
  • Google Cloud Skills Boost site
  • CSSI site
  • Tech Equity Collective site
  • GDSC site
What’s something cool you’re working on?

Steph has been working on an AlphaFold video. You can learn more here.

Kelci is working on developing a Neos tutorial for introductory Google Cloud developers to learn how to write HTTP functions in Python all within the Google Cloud environment and wrapping up her summer internship with Google!

Hosts

Stephanie Wong and Kelci Mensah

30 Mar 2022Celebrating Women's History Month with Vidya Nagarajan Raman00:41:05

Stephanie Wong and Debi Cabrera host a special episode highlighting the amazing accomplishments of our guest Vidya Nagarajan Raman as we celebrate Women’s History Month! With her more than 20 years of experience fostering growth and monetization in enterprise and education platforms, investing and working in the holistic lifestyle space, and earning her MBA while raising her two children, Vidya has certainly done a lot!

Vidya tells us about her latest blog post stressing the importance of being an event-driven organization. In this business structure, reactions to events are planned in advance and developers consider how services are integrated for maximum efficiency. With synchronous extensions, projects retain flexibility in existing applications as they work with Cloud Functions to extend to new areas. Vidya gives our listeners examples of how this works.

The journey from engineer to Head of Product Management was an interesting one for Vidya, and she describes how she got started in computer engineering. Her passion for connecting with users later pushed her to product management. She tells us about her contributions to Chromebooks for Education as well as other milestones during her time with Google. Vidya talks about the support system she credits with helping her along the way and gives our listeners advice for finding mentors in their fields. She touches on the challenges she faced, describes what it was like for a woman in the industry when she first started, and offers encouragement to women getting started now. Balancing work, continuing her education, and raising children was tough, but Vidya says that, along with her incredible professional and personal support systems, defining priorities is vital.

Vidya offers our listeners the insights she’s gained as she’s watched Google and workplace teams change and adapt over the years. Building an inclusive team, encouraging diverse perspectives, and defining a framework for settling disagreements are some of the pieces of advice she shares. Don’t be afraid to fail and be a risk-taker, Vidya says, because that promotes growth and learning. If you learn something new every day and have fun doing it, then you will be successful.

In her spare time, Vidya leads a charitable foundation that partners with organizations in countries like India and Peru to further education, build orphanages and libraries, and provide medical care for women. She is an angel investor and runs workshops on creating a holistic lifestyle to help others lead well-rounded, fulfilling lives.

Vidya Nagarajan Raman

Vidya Nagarajan Raman is the Head of Product Management for Serverless at Google Cloud. She is also an angel investor, advisor, and co-founder of a holistic lifestyle platform that empowers people to grow and transform their lives.

Cool things of the week
  • Ready to solve for the future? Data Cloud Summit ‘22 is coming April 6 blog
  • Visualizing Google Cloud: 101 Illustrated References for Cloud Engineers and Architects site
Interview
What’s something cool you’re working on?

Debi is working on Apache Beam series with Mark Mirchandani.

Stephanie is working on scripts for a series about getting into a career in cloud.

Hosts

Stephanie Wong and Debi Cabrera

21 Sep 2022Vertex AI Experiments with Ivan Nardini and Karthik Ramachandran00:26:15

Vertex AI Experiments with Ivan Nardini and Karthik Ramachandran

Hosts Anu Srivastava and Nikita Namjoshi are joined by guests Ivan Nardini and Karthik Ramachandran in a conversation about Vertex AI Experiments this week on the podcast. Vertex AI Experiments allows for easy, thorough ML experimentation and analysis of ML strategies.

Our guests start the show with a brief introduction to Vertex AI and go on to help us understand where Experiments fits in. Because building ML models takes trial and error as we figure out what architecture and data management will work best, Experiments is a handy tool that helps developers try different variations. With extensive tracking capabilities and analysis tools, developers can see what is working, what’s not, and get ideas for other things to try. Ivan tells us about the two concepts to keep in mind before using Experiments: runs, which are training configurations, and experiments, adjustments you make as you look for the best solution.

Vertex ML Metadata, a managed ML metadata tool, helps analyze Experiment runs in a graph, Ivan tells us. He takes us through an example ML model build and training using Vertex AI Experiments and other tools. He and Karthik also elaborate on the relationship between Vertex AI Experiments and Pipelines. We talk about the future of AI, including the foundational model, and some cool examples of what’s happening in the real world with Vertex AI Experiments.

Ivan Nardini

Ivan Nardini is a customer engineer specialized in ML and passionate about Developer Advocacy and MLE. He is currently collaborating and enabling Data Science developers and practitioners to define and implement MLOps on Vertex AI. He is an active contributor in Google Cloud.

Karthik Ramachandran

Karthik Ramachandran is a Product Managed on the VertexAI team. He’s been focused on developing MLOps tools like Vertex Pipelines and Experiments.

Cool things of the week
  • Expanding the Google Cloud Ready - Sustainability initiative with 12 new partners blog
  • Large Language Models and how they are used with Natural Language Understanding. pdf
Interview
  • Vertex AI site
  • Vertex AI Experiments docs
  • Vertex AI SDK for Python docs
  • Vertex ML Metedata docs
  • Vertex AI Pipelines docs
  • Vertex AI Workbench docs
  • Vertex AI Tensorboard docs
  • Track, compare, manage experiments with Vertex AI Experiments blog
  • Vertex AI Experiments Notebooks site
What’s something cool you’re working on?

Anu is working on demos for Next.

Nikita is testing new features for Vertex AI.

Hosts

Nikita and Anu Srivastava

14 Dec 2022Cloud Workstations with Marcos Grappeggia and Antoine Castex00:41:26

Max Saltonstall and Stephanie Wong welcome fellow Googler Marcos Grappeggia and Antoine Castex of L’Oreal to talk about Cloud Workstations, Google’s software that provides managed development environments.

Marcos elaborates on the power of Cloud Workstations and all the features and offerings this software provides. The preconfigured nature of Cloud Workstations means developers simply press a button and get an IDE so they’re ready to code quickly. Other teams benefit as well, with templates created by Cloud Workstations that specify options to be preinstalled. Marcos talks more about the benefits of Workstations over local environments, especially in the areas of security and productivity. L’Oreal chose Google Cloud years ago when they began their transition to the cloud, Antoine tells us, and we hear how L’Oreal offered Marcos suggestions and feedback as Workstations was developed. Working with Cloud Workstations today, L’Oreal’s teams spread across the globe are able to begin realizing the dream of creating environments with parameters specific to different regions and areas.

While Cloud Workstations and Cloud Shell are similar solutions in some ways, Marcos helps us understand the differences as well. For example, Cloud Shell is less flexible while Workstations is highly customizable. Antoine talks more about the adoption process of Workstations at L’Oreal and how they plan to continue using the software with more teams in the future. He offers advice for other companies looking to introduce it.

Workstations works with the Software Delivery Shield suite to build and maintain a secure software supply chain. Security features developers are used to in productions services are easily applied to development environments in Workstations as well. Marcos talks about the future of Cloud Workstations, including deeper security integration.

Marcos Grappeggia

Marcos is a Product Manager at Google Cloud, leading Cloud Workstations and Cloud Shell. Marcos is an engineer from University of Campinas (Brazil) and École Centrale Paris (France). Prior to joining Google, he led product at Appurify (acquired by Google, now Firebase Test Lab), enabling mobile test automation on real devices for mobile developers.

Antoine Castex

Antoine is a curious French man, a Serverless Guru multiple times GCP Certified and C2C French Club Co-President & Co-Founder.

Cool things of the week
  • Introduction to custom org policy video
  • How to configure rules and policies in Google Cloud Armor video
    • 1:03 - What this video covers
    • 2:03 - How to create a new rule from scratch
    • 4:54 - How to clone an existing out-of-the-box rule and modify it to create a new rule
    • 7:44 - How to copy a rule or policy and apply it to multiple backends / Rate limiting feature
    • 12:46 - How to use a Rule in Preview mode and test a new rule before enabling it / Threat intelligence feature
    • 17:35 - Wrap up
Interview
  • Cloud Workstations site
  • Cloud Shell site
  • Software Delivery Shield site
  • Cloud IDE site
  • Google Cloud Console site
  • C2C site
  • How to increase developer productivity with Cloud Workstations video
What’s something cool you’re working on?

Max is teaching his cats to do silly tricks!

Stephanie is planning a vacation!

Hosts

Max Saltonstall and Stephanie Wong

16 Feb 2022Data Journeys with Bruno Aziza00:43:49

On the show this week, Mark Mirchandani and Stephanie Wong share two popular episodes of Bruno Aziza’s YouTube series Data Journeys.

First up, Bruno talks with Aaron Biller of Postmates about their triangle of complex data that includes customer, courier, and merchant. He details their data storage and analytics structure, describing it as a reverse pyramid of tons of data with few engineers to manage and analyze it. To handle this, Postmates takes a stay-out-of-the-way approach by providing good data and letting the analysts do what they do best without micromanaging. Aaron talks about this data architecture, including the use of BigQuery as data lakes to keep data storage simple, and how Google collaboration tools streamline access and authorization tasks. Communication and flexibility are important, Aaron tells us, and he offers other advice for companies designing data systems. Feedback loops, dedicated training, and an open environment with no silos also help foster a productive, healthy data workplace.

Matteo of Delivery Hero speaks to Bruno next. With the goal of increasing their global reach and offerings, it’s important that Delivery Hero has a smooth data system. Matteo outlines the new data structure they’ve built to ease onboarding of new companies and territories and describes different use cases for their data. From determining the number of delivery people necessary in each area to offering personalized customer recommendations, Delivery Hero uses Google offerings like Google Analytics and BigQuery to interpret collected data. Matteo details how they tailor data infrastructures for each use case and offers tips to help companies think through their data infrastructure design. Don’t work in a bubble, Matteo stresses, and focus on thorough onboarding of team members and clear communication with colleagues and customers.

Bruno Aziza

Bruno is the Head of Data & Analytics at Google Cloud. He specializes in everything data, from data analytics, to business intelligence, data science, and artificial intelligence. Before working at Google, he worked at companies like Business Objects when it went IPO and Oracle, where his team led a big turnarounds in the business analytics industry. Bruno also had the opportunity to help launch startups like Alpine Data (now part of Tibco). Sisense and AtScale and helped Microsoft grow its Data unit into a $1B business. He has been educated in the US, France, the UK, and Germany and has written two books on Data Analytics and Performance Management. In his spare time, Bruno writes a monthly column on Forbes.com on everything Data, AI and Analytics.

Aaron Biller

Aaron is the Manager of Data Engineering at Postmates.

Matteo Fava

Matteo is Senior Director of Global Data Products and Analytics at Delivery Hero.

Cool things of the week
  • Celebrating National Muffin Day with machine learning blog
  • Managed Istio-based service mesh on our managed GKE clusters: Anthos Service Mesh comes to GKE Autopilot blog
Interview
  • Data Journeys videos
  • Episode 12: How Postmates delivers on data needs with just six data engineers video
  • Episode 5: How Delivery Hero uses data to deliver meals video
  • BigQuery site
  • Google Workspace site
  • Dataproc site
  • Pub/Sub site
  • Google Analytics site
  • Looker site
  • Tableau site
  • Data Studio site
  • GCP Podcast Episode 266: Data Analytics Launches with Bruno Aziza and Eric Schmidt podcast
  • GCP Podcast Episode 281: Google Cloud Next Data, Analytics, and AI Launches with Eric Schmidt and Bruno Aziza podcast
What’s something cool you’re working on?

Steph is working on the next Ask Google Cloud event and she wants your Kubernetes questions!

Hosts

Mark Mirchandani and Stephanie Wong

31 Aug 2022GKE Turns 7 with Tim Hockin00:38:04

Tim Hockin joins Kaslin Fields and Anthony Bushong to celebrate GKE’s seventh birthday! Tim starts with a brief background on GKE from its beginnings in 2015 and its relationship to Borg to the visions Google developers had for the software. GKE is meant to help companies focus on what they’re good at and leave the rest to Google’s managed Kubernetes service.

Tim talks about his acting gig in a Kubernetes documentary, including some fun facts about Kubernetes’ early days and the significance of the number seven. Over time, the teams working on open source Kubernetes and GKE have worked together, with advances in the open source software influencing updates in GKE. Kubernetes 1.25 was released the day this episode was recorded, and Tim describes how much work and thought goes into building these updates.

GKE offers GCP users unique ways to leverage Kubernetes tools like scaling, and Tim shares stories about the evolution of some of these tools and his experiences with networking. Talking with the Kubernetes community has helped refine GKE mult-icluster tools to help companies solve real problems, and Tim tells us more about other features and updates coming with future iterations of GKE. KubeCon is in October, so come by and learn more!

Tim Hockin

Tim Hockin is Principal Software Engineer working with Kubernetes at Google Cloud.

Cool things of the week
  • What’s new with Google Cloud blog
    • Power Your Business with Modern Cloud Apps: Strategies and Best Practices site
  • Securing apps for Googlers using Anthos Service Mesh blog
Interview
  • GKE site
  • Kubernetes site
  • Anthos site
  • Borg: The Predecessor to Kubernetes blog
  • Enabling multi-cluster Gateways docs
  • Cloud Load Balancing site
  • Multi-cluster Services docs
  • Keynote: From One to Many, the Road to Multicluster- Kaslin Fields, Developer Advocate, Google Cloud video
  • GCP Podcast Episode 272: GKE Turns Six with Anthony Bushong, Gari Singh, and Kaslin Fields podcast
What’s something cool you’re working on?

Kaslin is working on NEXT and KubeCon stuff.

Anthony is working on GKE Essentials and getting ready to go on leave.

Hosts

Kaslin Fields and Anthony Bushong

29 Jun 2022Disaster Recovery with Cody Ault and Jo-Anne Bourne00:36:03

Your hosts Max Saltonstall and Carter Morgan talk with guests Cody Ault and Jo-Anne Bourne of Veeam. Veeam is revolutionizing the data space by minimizing data loss impacts and project downtime with easy backups and user-friendly disaster recovery solutions.

As a software company, Veeam is able to stay flexible with its solutions, helping customers keep any project safe. Cody explains what is meant by disaster recovery and how different systems might require different levels of fail-safe protection. Jo-Anne talks about the financial cost of downtime and how Veeam can help save money by planning for and preventing downtime. Veeam backup and replication is the main offering that can be customized depending on workloads, Cody tells us. He gives examples of how this works for different types of projects. Businesses can easily make plans for recovery and data backups then implement them with the help of Veeam. Cody talks about cloud migration and how Veeam can streamline this process with its replication services, and Jo-Anne emphasizes the importance of these recovery processes for data in the cloud.

The journey from fledgling Veeam to their current suite of offerings was an interesting one, and Cody talks about this evolution, starting with the simple VM backups of version 5. As companies have brought new recovery challenges, Veeam has grown to provide these services. Their partnership with Google has grown as well, as they continue to leverage Google offerings and support Google Cloud customers. We hear examples of Veeam customers and how they use the software, and Cody tells us a little about the future of Veeam.

Cody Ault

Cody has been at Veeam for over 11 years in various roles and departments including Technical Lead for US Support team, Advisory Architect for Presales Solutions Architect and Staff Solutions Architect for Product Management Alliances. He has acted as the performance, databases, security, and monitoring specialist for North America for the Presales team and has helped develop the Veeam Design Methodology and Architecture Documentation template. Cody is currently working with the Alliances team focusing on Google Cloud, Kubernetes and Red Hat.

Jo-Anne Bourne

Jo-Anne is a Partner Marketing Strategist who works with global companies to support them in positioning company products with their customer base. She is effective in developing strategic partnerships with International Resellers, CCaaS partners, Systems Integrators, OEM partners and ISV partnerships like Amazon, Microsoft, Avaya, Cisco, Five9, BT to develop strategies to enable sales teams to generate significant revenue and in turn, build profitability for the company. Jo-Anne is a brand steward successful in using analytics to create results-driven campaigns that increase brand awareness, generate sales leads, improve customer engagement and strengthen partner relationships.

Cool things of the week
  • Announcing general availability of reCAPTCHA Enterprise password leak detection blog
  • Cloud Podcasts site
  • Bio-pharma organizations can now leverage the groundbreaking protein folding system, AlphaFold, with Vertex AI blog
Interview
What’s something cool you’re working on?

Carter is working on the new Cloud Podcasts website.

Max is working on research papers about how we built and deployed Google’s Zero Trust system for employees, BeyondCorp.

Kelci is working on creating a series of blog posts highlighting the benefits of having access to public data sets embedded within BigQuery.

Hosts

Carter Morgan and Max Saltonstall

10 Aug 2022Cloud Functions (2nd gen) with Jaisen Mathai and Sara Ford00:41:05

Stephanie Wong and Brian Dorsey are joined today by fellow Googlers Jaisen Mathai and Sara Ford to hear all about Cloud Functions (2nd gen) and how it differs from the original.

Jaisen gives us some background on Cloud Functions and why it was built. Supporting seven languages, this tool allows clients to write a function without worrying about scaling, devops, and a number of other things that are handled by Cloud Functions automatically. Customer feedback led to new features, and that’s how the second evolution of Cloud Functions came about. Don’t worry, first gen users! This will continue to be available and supported.

Features in the 2nd gen fit into three categories: performance, cost, and control. Among other benefits, costs stay low or may even be reduced with some of the new features, larger instances and longer processing times mean better performance, and traffic splitting means better control over projects. Sara details an example illustrating the power of the new concurrency features, and Jaisen helps us understand when Cloud Functions is the right choice for your project and when it’s not. Our guests walk us through getting started with Cloud Functions and using the 2nd gen additions.

Companies like Lucille Games are using Cloud Functions, and our guests talk more about how specific users are leveraging the new features of the 2nd gen.

Jaisen Mathai

Jaisen is a product manager for Cloud Functions. He’s been at Google for about six years and before joining Google was both a developer and product manager.

Sara Ford

Sara is a Cloud Developer Advocate focusing on Cloud Functions and enjoys working on serverless.

Cool things of the week
  • No pipelines needed. Stream data with Pub/Sub direct to BigQuery blog
  • Cloud IAM Google Cloud blog
  • The Diversity Annual Report is now a BigQuery public dataset blog
Interview
  • Cloud Functions site
  • Cloud Functions 2nd gen walkthrough video
  • Cloud Functions version comparison docs
  • Lucille Games: Playing to win with Google Cloud Platform site
  • BigQuery site
  • Cloud Run site
  • Eventarc docs
  • Cloud Shell site
  • GCP Podcast Episode 261: Full Stack Dart with Tony Pujals and Kevin Moore podcast
  • Working with Remote Functions docs
  • Cloud Console site
  • Where should I run my stuff? Choosing compute options video
What’s something cool you’re working on?

Stephanie has been working on GCP Support Shorts.

Hosts

Stephanie Wong and Brian Dorsey

27 Apr 2022BigLake with Gaurav Saxena and Justin Levandoski00:41:23

Stephanie Wong and Debi Cabrera are learning all about BigLake from guests Gaurav Saxena and Justin Levandoski of the BigQuery team.

BigLake offers unified data management from both data warehouses and data lakes. What exactly is the difference between a data warehouse and a data lake? Justin explains what a data lake is, how they came to be, and the benefits. Each data option has its cons too, like the limitations of data lakes for enterprise use. Enter BigLake built on BigQuery, which helps enterprise clients manage and analyze their data from both data warehouses and data lakes. The best features of BigQuery are now available for Google Cloud Storage and across multi-cloud solutions.

Guarav describes BigLake behind the scenes and how the principles of BigQuery’s data management can now be used for open file formats in BigLake. It’s BigQuery for more data formats, Justin explains. BigLake solves many data problems quickly with a special emphasis on improving security. Our guests talk specifically about clients who gain the most from using BigLake, especially those looking to analyze distributed data and those who need easy and fast security and compliance solutions. With tightened security, BigLake offers access delegation and secure APIs that work over object storage. We hear about the user experience and how easy it is to get started, especially for customers already familiar with and using other GCP products.

Google’s advocacy of open source projects means many clients are coming in with workloads built with open source software. BigLake supports multi-cloud projects so that tables can be built on top of any data system. No matter the format of your data, you can run analytics with BigLake. We talk more about the security features of BigLake and how easy it is to unify data warehouses and data lakes with optimal data security.

The customers have helped shape BigLake, and Gaurav describes how these clients are using this data software. We hear about integration with BigQuery Omni and Dataplex and how BigLake is different. In the future, Google will continue to make simple, effective solutions for data management and analytics, building further off of BigQuery.

Gaurav Saxena

Gaurav Saxena is a product management lead at Google BigQuery. He has 12+ years of experience building products at the intersection of cloud, data and AI. Before Google, Gaurav led product management at Microsoft Azure and Amazon Web Services for some of the most widely used cloud offerings in storage and data.

Justin Levandoski

Justin is a tech lead/manager in BigQuery leading BigLake and other projects pushing the frontier of BigQuery. Prior to Google, just worked on Amazon Aurora and was part of the Database research group at Microsoft Research.

Cool things of the week
  • Your ultimate guide to Speech on Google Cloud blog
  • Announcing the Climate Innovation Challenge—grants to support cutting-edge earth research blog
Interview
What’s something cool you’re working on?

Debi is working on a series about automatic DLP. Cloud Data Loss Prevention is now automatic and allows you to scan data across your whole org with the click of one button!

Hosts

Stephanie Wong and Debi Cabrera

25 May 2022GKE Release Channels with Kobi Magnezi and Abdelfettah Sghiouar00:47:56

Kaslin Fields and Mark Mirchandani learn how GKE manages their releases and how customers can take advantage of the GKE release channels for smooth transitions. Guests Abdelfettah Sghiouar and Kobi Magnezi of the Google Cloud GKE team are here to explain.

With releases every four months or so, Kobi tells us that Kubernetes requires two pieces to be managed with each release: the control plane and the nodes. Both are managed for the customer in GKE. The new addition of release channels allows flexibility with release updating so customers can adjust to their specific project needs. Each channel offers a different updating mix and speed, and clients choose the channel that’s right for their project. The idea for release channels isn’t a new one, Kobi explains. In fact, Google’s frequent project releases, while keeping things secure and running well, also can be customized by choosing from an assortment of channels in other Google offerings like Chrome.

Our guests talk us through the process of releasing through channels and how each release marinates in the Rapid channel to be sure the version is supported and secure before being pushed to customers through other channels. We hear how release channels differ from no-channel releases, the benefits of specialized channels, and recommendations for customers as far as which channels to use with different development environments. Abdel describes real-world use cases for the Rapid, Regular, and Stable channels, the Surge Upgrade feature, and how GKE notifications with Pub/Sub helps in the updating process. Kobi talks about maintenance and exclusion windows to help customers further customize when and how their projects will update.

Kobi and Abdel wrap up with a discussion of the future of GKE release channels.

Kobi Magnezi

Kobi is the Product Manager for GKE at Google Cloud.

Abdelfettah Sghiouar

Abdel is a Cloud Dev Advocate with a focus on Cloud native, GKE, and Service Mesh technologies.

Cool things of the week
  • GKE Essentials videos
  • KubeCon EU 2023 site
  • KubeCon Call for Proposals site
  • Kubernetes 1.24: Stargazer site
    • GCP Podcast Episode 292: Pulumi and Kubernetes Releases with Kat Cosgrove podcast
  • Optimize and scale your startup on Google Cloud: Introducing the Build Series blog
Interview
  • Kubernetes site
  • GKE site
  • Autoscaling with GKE: Overview and pods video
  • GKE release schedule dcos
  • Release channels docs
  • Upgrade-scope maintenance windows docs
  • Configure cluster notifications for third-party services docs
  • Cluster notifications docs
  • Pub/Sub site
  • Agones site
What’s something cool you’re working on?

Kaslin is working on KubeCon and new episodes of GKE Essentials.

Hosts

Mark Mirchandani and Kaslin Fields

22 Jun 2022Contact Center AI with Amit Kumar and Vasili Triant00:36:47

This week on the GCP Podcast, Carter Morgan and Max Saltonstall are joined by Amit Kumar and Vasili Triant. Our guests are here to talk about new features in Contact Center AI.

Amit starts the show helping us understand what Contact Center as a Service is and what makes this unified platform so useful for enterprise companies. The scalability helps keep costs down and overall satisfaction up while leveraging advances in cloud. UJET and Google Cloud have worked together to bring this AI advancement, and our guests describe the partnership and evolution CCAI. CCAI has streamlined the Contact Center as a Service space, helping businesses work efficiently and while putting an emphasis on positive experiences for the end customer.

CCAI users can use the platform straight out of the box or customize it to build specific experiences with tools like Dialogflow. Amit further describes the tools available like Interactive Voice Response and for which circumstances each tool would be most useful. The journey to CCAI can be easily managed by a team who knows the business well. We learn more about the onboarding experience and the skills required to transition.

Vasili talks about the past and future of Contact Center and how customer information is used not just for sales purposes but for bettering the customer service experience. Our guests share success stories from companies like FitBit and how CCAI is used to handle customer interactions through the app. Things like the call back feature save customers the time and frustration of waiting on hold and save businesses money.

Amit Kumar

Amit is responsible for bringing GCP’s native CCaaS offering to market and helps enterprise customers modernize their contact centers. Previously, Amit worked as a Cloud AI Incubator lead where he helped customers in adopting Google’s conversational AI technology. He also has an extensive background in large scale cloud transformational efforts and have worked with enterprise software companies mainly Salesforce and TIBCO Software.

Vasili Triant

As UJET’s Chief Operating Officer, Vasili Triant oversees all Go To Market activities including Sales, Channel, Alliances, and Customer Success. Triant brings more than 20 years of experience in Telecoms, Unified Communications (UC), and Contact Center industries, having previously served as VP/GM of Contact Center at Cisco, where he achieved the fastest growth in over a decade through a focus on global alliances and enterprise cloud-readiness.

Cool things of the week
  • DALL-E mini site
  • EbSynth site
  • Announcing general availability of Confidential GKE Nodes blog
Interview
  • Contact Center AI Platform site
  • Contact Center AI reimagines the customer experience through full end-to-end platform expansion blog
  • UJET site
  • Dialogflow site
  • Google Assistant site
  • One United Bank site
  • FitBit site
What’s something cool you’re working on?

Max is working on expanding the podcast platform by collecting and adding more content.
Carter is working on his Google Project Management: Professional Certificate.
Kelci has been working on Google Cloud Skills Boost.

Hosts

Carter Morgan and Max Saltonstall

16 Nov 2023How UniSuper is helping Australians get the best of their superannuation fund investments with cloud00:25:34

In this special episode, we are featuring That Digital Show. In Australia, every employee is required to select their superannuation fund of choice to help them invest a portion of their income. Having celebrated its 40th anniversary recently, UniSuper, one of Australia’s largest superannuation funds, is committed to delivering value and efficiency for its members. Started as a fund for the higher education and research sector, it has now opened its platform to all industries across the country.

Today, UniSuper invests more than $120 billion on behalf of more than 620,000 members. With the new Treasury Laws Amendment Act 2021, Your Future, Your Super, that aims to improve the outcome of superannuation funds for Australians, UniSuper decided to undergo a data centre transformation, taking on an 80/20 rule on cloud hosting and adopting the right digital technologies to improve its performance and portfolio.

In this episode, Angelo talks about how Google Cloud VMware Engine (GCVE) underpins UniSuper’s shift to the cloud as it moves existing VMware-based workloads from on-premises data centers to the cloud. This enables the organization to quickly scale up while having the flexibility and agility it needs to drive operational efficiencies as it continues to deliver the best returns for its customers. He also shares how the COVID-19 pandemic presented him with some crucial moments of thought that have resulted in some of the changes in best practices across the organization today.

Angelo Furina, Head of Enterprise Infrastructure & Cloud

Angelo is the Head of Enterprise  Infrastructure and Cloud at UniSuper and is passionate about business transformation and bridging the gap between technology and business strategy. With more than a decade of industry experience, Angelo has delivered technology solutions across manufacturing, telecommunications, media and finance. 

Theo Davies

Theo is the Head of Cloud Sales Excellence & Productivity at Google Cloud. He is a record-breaking salesperson, sales leader, coach and speaker with a 20+ year career beginning in sales. Theo is also the President of the Google Public Speaking Academy.

 

16 Aug 2023Creating a sustainable EV ecosystem in Taiwan with ChargeSmith00:26:42

In this special episode, we are featuring That Digital Show. As the electric vehicles (EV) sector accelerates, drivers are finding it a challenge to conveniently access charging points. This has become one of the biggest concerns for EV drivers around the world. Intending to solve this problem, Taiwan-born company ChargesSmith offers EV users an end-to-end charging solution by developing a map for drivers, with the most updated information on location and availability of charging points around the country. 

Today, ChargeSmith serves more than 70% of EV users in Taiwan, partnering with various charging point operators to give users a high level of accessibility. Their vision and goal is to organize and share energy with communities, countries, and the earth. 

In this episode, ChargeSmith CEO Andy Chen talks about sustainability in the EV market and the growth of EV adoption. As an EV driver himself, Chen shares the issues he faces first-hand, and how ChargeSmith is leveraging data to solve the challenges of today while paving a future for EV drivers of tomorrow. In this episode, we also hear from Alex Kuo of GAIA, who shares how his team collaborates with ChargeSmith to use cloud technology as an enabler in this evolving landscape. Are you ready for a cleaner driving experience? Tune in to find out. 

Andy Chen, CEO of ChargeSmith

Andy is one of the earliest EV adaptors in Taiwan. With enthusiasm for the EV community, he has led ChargeSmith to build up Taiwan's largest EV charging roaming network. Andy enjoys observing the market’s pain points and using data-driven strategies to accelerate the adoption of the product. 

Alex Kuo, Sr. Account Manager of GAIA

An accomplished sales professional, Alex has led sales teams across the IT industry to success, helping SMB and enterprise clients achieve impressive business growth. With a passion for blockchain technology, Alex enjoys innovating and developing new products and services for clients that ultimately contribute to the growth of the industry.

Theo Davies

Theo is Head of Cloud Sales Excellence & Productivity at Google Cloud and host of “That Digital Show APAC”. He is a record-breaking salesperson, sales leader, coach and speaker with a 20+ year career beginning in sales. Theo is also the President of the Google Public Speaking Academy.

Interview
  • ChargeSmith: https://www.chargesmith.com/ev/

Hosts

Theo Davies and Paris Tran

06 Apr 2022Apache Beam with Kenneth Knowles and Pablo Estrada00:39:28

On the podcast this week, your hosts Stephanie Wong and Mark Mirchandani talk about the data processing tool Apache Beam with guests Pablo Estrada and Kenneth Knowles.

Kenn starts us off with an overview of how Apache Beam began and how Cloud Dataflow was involved. The unique batch and stream method and emphasis on correctness garnered support from developers early on and continues to attract users. Pablo helps us understand why Beam is a better option for certain projects looking to process large amounts of data. Our guests describe how Beam may be a better fit than microservices that could become obsolete as company needs change.

Next, we step back and take a look at why batch and stream is the gold standard of data processing because of its balance between low latency and ease of “being done” with data collection. Beam’s focus on the correctness of data and correctness in processing that data is a core component. With good data, processing becomes easier, more reliable, and cheaper. Kenn gives examples of how things can go wrong with bad data processing. Beam strives for the perfect combination of low latency, correct data, and affordability. Users can choose where to run Beam pipelines, from other Apache software offerings to Dataflow, which means excellent flexibility. Our guests talk about the pros and cons of some of these options and we hear examples of how companies are using Beam along with supporting software to solve data processing challenges.

To get started with Beam, check out Beam College or attend Beam Summit 2022.

Kenneth Knowles

Kenn Knowles is chair of the Apache Beam Project Management Committee. Kenn has been working on Google Cloud Dataflow—Google’s Beam backend—since 2014. Kenn holds a PhD in programming languages from the University of California, Santa Cruz.

Pablo Estrada

Pablo is a Software Engineer at Google, and a management committee member for Apache Beam. Pablo is big into working on an open source project, and has worked all across the Apache Beam stack.

Cool things of the week
  • Under the sea: Building the world’s fiber optic internet video
  • Google Data Cloud Summit site
  • It’s official—Google Distributed Cloud Edge is generally available blog
    • GCP Podcast Episode 228: Fastly with Tyler McMullen podcast
  • Save big by temporarily suspending unneeded Compute Engine VMs—now GA blog
Interview
  • Apache Beam site
  • Apache Beam Documentation site
  • Dataflow site
  • Apache Flink site
  • Apache Spark site
  • Apache Samza site
  • Apache Nemo site
  • Spanner site
  • BigQuery site
  • Beam College site
  • Beam College on Github site
  • Beam Developer Mailing List email
  • Beam User Mailing List email
  • Beam Summit site
What’s something cool you’re working on?

Mark is working on a new Apache Beam video series Getting Started Wtih Apache Beam

Hosts

Stephanie Wong and Mark Mirchandani

18 May 2022AlloyDB with Sandy Ghai and Gurmeet "GG" Goindi00:47:36

AlloyDB for PostgreSQL has launched and hosts Mark Mirchandani and Gabe Weiss are here this week to talk about it with guests Sandy Ghai and Gurmeet Goindi. This fully managed, Postgres compatible database for enterprise use combines the power of Google Cloud and the best features of Postgres for superior data management.

AlloyDB began years ago as a solution to help manage huge data migrations to the cloud. Customers needed a way to take advantage of the benefits of cloud, modernizing their databases as they migrated in an easy, flexible, and scalable way. Databases had to maintain performance and availability while offering enterprise customers optimal security features and more. We learn why PostgreSQL is important in the equation and how AlloyDB is built with Google scaling abilities and ML while supporting open source compatibility.

We talk about data analytics workloads and how AlloyDB handles in-the-moment analytics needs. Our guests describe and compare different database offerings at Google, emphasizing the solutions that set AlloyDB apart. We chat about the types of projects each database is best suited for and how AlloyDB fits into the Google database portfolio. We hear examples of customers moving to AlloyDB and how they’re using this new service. Clients have been leveraging the embedded ML features for better data management.

Sandy Ghai

Sandy is a product manager on GCP Databases and has been working on the AlloyDB team since the beginning.

Gurmeet “GG” Goindi

GG is a product manager at Google, where he focuses on databases and attends meetings. Prior to joining Google, GG led product management for Exadata at Oracle, where he also worked on databases and attended meetings. GG has had various product management, management, and engineering roles for the last 20 years in Silicon Valley, but his favorite meetings have been at Google. He holds an MBA from the University of Chicago Booth School of Business.

Cool things of the week
  • Google I/O site
  • Introducing “Visualizing Google Cloud: 101 Illustrated References for Cloud Engineers and Architects” blog
  • Meet the people of Google Cloud: Priyanka Vergadia, bringing Google Cloud to life in illustrations blog
  • Working with Remote Functions docs
Interview
  • AlloyDB for PostgreSQL site
  • AlloyDB Documentation docs
  • AlloyDB for PostgreSQL under the hood: Intelligent, database-aware storage blog
  • PostgreSQL site
  • Introducing AlloyDB for PostgreSQL video
  • Introducing AlloyDB, a PostgreSQL-compatible cloud database service video
  • BigQuery site
  • Spanner site
  • CloudSQL site
What’s something cool you’re working on?

Gabe is working on some exciting content to support landing the AlloyDB launch.

Hosts

Mark Mirchandani and Gabe Weiss

16 Mar 2022SQL Commenter with Nimesh Bhagat and Morgan McLean00:42:32

First time co-host Jan Kleinert joins Mark Mirchandani this week to talk about database observability and the cool tools that make it possible. Morgan McLean and Nimesh Bhagat describe database observability, which uses metrics, logs, and other tools to help users understand the health of your database.

We talk about Object Relational Mappers and the challenges with using these for debugging database performance. SQL Commenter helps database observability in two ways: it is both a library and a standard, Nimesh tells us. He describes the process for us, detailing exactly how SQL Commenter effects projects. Recently, SQL Commenter was donated to OpenTelemetry to augment the observability offerings, create an application standard, and make it easier for developers to use a variety of different tools and languages. Engineers can get end-to-end traces no matter which database technologies they use.

Morgan tells us about Splunk and how information from SQL Commenter is taken into Splunk and used. Backend data like metrics from Cloud Monitoring and client libraries can be correlated together with SQL Commenter and brought into Splunk for full stack observability. Nimesh offers client examples to help us understand how these useful tools integrate for optimal observability. He tells us about the databases and ORMs supported by SQL Commenter. Our guests and co-host Jan give tips to help our listeners get started with SQL Commenter and talk about what they’re looking forward to in the future of observability.

Nimesh Bhagat

Nimesh is a product manager at Google Cloud, he leads Database Observability. He has worked across engineering and product roles, building highly available and high performance enterprise infrastructure used by Fortune 500 companies. His passion lies in combining powerful infrastructure with simple user experience so that every business and developer can build software at scale and velocity.

Morgan McLean

Morgan is ​​Director of Product Management at Splunk and co-creator of OpenCensus / OpenTelemetry.

Cool things of the week
  • Google Cloud Innovators site
  • Redesigning the Cloud SDK + CLI for easier development blog
    • GCP Podcast Episode 291: Redesigning the Cloud SDK and CLI with Wael Manasra and Cody Oss podcast
  • What is Active Assist? video
    • GCP Podcast Episode 235: Active Assist with Chris Law + MariaDB SkySQL with Robert Hedgepeth podcast
Interview
  • SQL Commenter site
  • Sequelize site
  • SQL Alchemy site
  • ADO.net site
  • GCP Podcast Episode 247: Cloud SQL Insights with Nimesh Bhagat podcast
  • OpenTelemetry site
  • Splunk site
  • Cloud Monitoring site
  • Cloud Spanner site
  • Cloud SQL site
  • Cloud Trace site
  • Sqlcommenter now extending the vision of OpenTelemetry to databases blog
Hosts

Mark Mirchandani and Jan Kleinert

09 Feb 2022Pulumi and Kubernetes Releases with Kat Cosgrove00:34:19

Brian Dorsey and Kaslin Fields welcome Kat Cosgrove of Pulumi this week to talk about what’s new with Kubernetes 1.24. Pulumi is infrastructure as code, allowing developers to use whatever language they are comfortable with to create and test infrastructure. Kat walks us through typical Pulumi infrastructure test scenarios to demonstrate the benefits of this software, especially with GCP.

In the new Kubernetes release, one of the biggest updates is the removal of Dockershim. If you’re using a managed Kubernetes service through GCP, this update should not affect you, Kat tells us. She clears up some common Docker misconceptions and tells us how Kubernetes and Docker still work together. Kat describes the situations where this update might affect certain projects and how to tell if you’re one of the unlucky few.

Later, we talk about the future of tech conferences. Kat is excited to get back to some in-person learning and networking, but at the same time, is hopeful that conferences will continue a hybrid model and allow some online interaction. Pulumi will be at KubeCon, Devlopsdays, and Jfokus in the next few months with some cool new free merchandise.

Kat Cosgrove

Kat is Staff Developer Advocate at Pulumi.

Cool things of the week
  • Find products faster with the new All products page blog
  • Introducing Ephemeral Containers blog
  • Open sourcing the App Engine Standard Java runtime blog
Interview
  • Pulumi site
  • Kubernetes site
  • Docker site
  • Kubernetes 1.24 Release Notes site
  • GKE site
  • We Didn’t Start the Fire: Communication Breakdowns and How to Prevent Them - Ian Coldwater, Twilio & Kat Cosgrove, JFrog video
  • Jfokus site
  • Devopsdays Chicago site
  • KubeCon EU Valencia site
What’s something cool you’re working on?

Brian just started releasing the next six episodes of VMs End-to-end. It’s a video series all about Compute Engine, starting with a discussion of building reliable systems from unreliable components.

Kaslin is working on the GKE/OSS K8s Events.

Hosts

Brian Dorsey and Kaslin Fields

07 Mar 2022Google Cloud Reader with Jenny Brown00:48:28

On the show this week, we’re talking about Google Cloud Reader, a nifty podcast we created to narrate Google Tech blog posts. Host Jenny Brown tells us her inspiration for creating Google Cloud Reader and she and cohost Stephanie Wong walk us through a series of published episodes.

First up, we learn what Cloud SQL Maintenance is and how customers can customize maintenance schedules to limit the impacts of downtime. Region picker is the topic of our next segment, and we hear how it helps projects stay cost efficient while conserving resources. Using three inputs, companies can decide quickly which region offers the best balance between cost, latency, and carbon footprint for them. Next, we learn about search abandonment’s effect on brand loyalty and how important it is for the right products to show in search results.

We tackle the working environment with the next piece, redefining productivity to make it more personal and less robotic and offering advice on being productive while maintaining a good work-life balance. Making learning more personalized is the subject of our next segment. We hear how Google is using AI to aid the instruction of students no matter their learning style. Building diversity, equity, and inclusion into companies is important for success, and our last segment offers advice on how to incorporate DEI initiatives to ensure employees feel valued.

Cool things of the week
  • Build a data mesh on Google Cloud with Dataplex, now generally available blog
  • From watersheds to Koala habitats - tackling ecosystem restoration with data blog
Interview
  • Understanding Cloud SQL Maintenance: why is it needed? blog
  • Cloud SQL site
  • Faster, cheaper, greener? Pick the Google Cloud region that’s right for you blog
  • Google Cloud Region Picker on GitHub site
  • Reduce your cloud carbon footprint with new Active Assist recommendations blog
  • Research: Search abandonment has a lasting impact on brand loyalty blog
  • Why Search Abandonment Is the Metric That Matters video
  • The Google Workspace guide to productivity and wellbeing blog
  • New Google Cloud Student Success Services help educators scale individualized learning blog
  • Why representation matters: 6 tips on how to build DEI into your business blog
  • Why representation matters blog
Hosts

Stephanie Wong and Jenny Brown

23 Mar 2022Fathers of the Internet with Vint Cerf00:41:00

This week, Stephanie Wong and Anthony Bushong introduce a special podcast of the Gtalk at Airbus speaker series where prestigious Googlers have been invited to talk with Airbus. In this episode, Vint Cerf, who is widely regarded as one of the fathers of the Internet, talks with Rhys Phillips of Airbus and fellow Googler Rafael Lami Dozo.

Vint tells us about his journey to Google, including his interest in science which stemmed from a chemistry set he received as a child. After high school, he got a job writing data analyzation software on the Apollo project. His graduate work at UCLA led him to the ARPANet project where he developed host protocols, and eventually to his work on the original Internet with Bob Kahn. Vint tells us about the security surrounding this project and the importance of internet security still today.

The open architecture of the internet then and now excites Vint because it allows new, interesting projects to contribute without barriers. Vint is also passionate about accessibility. At Google, he and his team continue to make systems more accessible by listening to clients and adapting software to make it usable. He sees an opportunity to train developers to optimize software to work with common accessibility tools like screen readers to ensure better usability.

Later, Vint tells us about the Interplanetary Internet, describing how this system is being built to provide fast, effective Internet to every part of the planet. Along with groups like the Internet Engineering Task Force, this new Internet is being deployed and tested now to ensure it works as expected. He talks about his work with NASA and other space agencies to grow the Interplanetary Internet.

Digital obsolescence is another type of accessibility that concerns Vint. Over time, the loads of data we store and their various storage devices could become unreadable. Software needed to use or see this media could no longer be supported as well, making the data inaccessible. Vint hopes we will begin practicing ways to perpetuate the existence of this data through copying and making software more backward compatible. He addresses the issues with this, including funding.

Vint Cerf

While at UCLA, Vint Cerf worked on ARPANet - the very beginnings of what we know as the internet today and is now, fittingly, Chief Internet Evangelist & VP at Google. He is an American Internet pioneer and is recognized as one of “the fathers of the Internet”, sharing this title with TCP/IP co-developer Bob Kahn.

Rhys Phillips

Rhys Phillips is Change and Adoption Leader, Digital Workplace at Airbus.

Rafael Lami Dozo

Rafael Lami Dozo is Customer Success Manager, Google Cloud Workspace for Airbus.

Cool things of the week
  • Celebrating Pi Day with Cloud Functions blog
  • Apollo Scales GraphQL Platform using GKE blog
Interview
  • Vinton G. Cerf Profile site
  • ARPANet on Wikipedia site
  • To Boldly Go Where No Internet Protocol Has Gone Before article
  • Building the backbone of an interplanetary internet video
  • IETF site
  • CCSDS site
  • IPNSIG site
  • The Internet Society site
  • NASA site
What’s something cool you’re working on?

Stephanie is working on new Discovering Data Centers videos.

Anthony is working on content for building scalable GKE clusters.

Hosts

Stephanie Wong and Anthony Bushong

13 Jul 2022Distributed Cloud Edge for Telcos with DP Ayyadevara and Krishna Garimella00:36:20

Stephanie Wong and Carter Morgan are back this week learning about Google’s Distributed Cloud Edge for telcos with guests Krishna Garimella and DP Ayyadevara. Launched last year, Google Distributed Cloud Edge has benefited companies across many industries. Today, our guests are here to elaborate on how telecommunications companies specifically are leveraging this powerful tool.

Because telcos deliver essential services, they tend to create detailed plans for their infrastructure in advance and stick with this setup for many years, DP tells us. Identifying the right tools for their project is vital, and Google has created and improved on many services to aid the telecommunications sector. Contact Center AI, for example, helps with customer service needs. Specifically, our guests elaborate on the modernization of telco networks through managed infrastructure offerings.

We learn more about Google Distributed Cloud Edge and the managed hardware and software stack that’s included. Container as a service for optimal network function is the first focus of Google in supporting telcos companies with Distributed Cloud and has been used for 5G rollouts. Google has been working behind the scenes to make Kubernetes more telco friendly as well, so that projects are more portable, scalable, and able to leverage Kubernetes benefits easily. Krishna gives us some great real-life examples of telecommunications companies using GDC Edge in areas like virtual broadband networks. In order to dedicate maximum resources to customer workloads, the team chose to keep the Kubernetes control plane in the cloud while worker nodes are at the edge. With superior security protection, minimal service disruption, and more, GDC Edge boasts fleet management as a core capability.

In order to continue satisfying telco’s needs, Google collaborates with many businesses to grow with changing customer needs.

Krishna Garimella

Krishna is a technology evangelist who has worked with service providers across the globe in the network and media areas.

DP Ayyadevara

DP is the Product Group Product Manager leading Telco Network Modernization products and solutions at Google Cloud.

Cool things of the week
  • Cloud TPU v4 records fastest training times on five MLPerf 2.0 benchmarks blog
  • Show off your cloud skills by completing the #GoogleClout weekly challenge blog
Interview
What’s something cool you’re working on?

Carter made a test for a video recap version of the recent pi episode.

Stephanie recently made a pi video as well and is working on an Alphafold video and the Cloud client library new reference docs homepage rollout.

Hosts

Carter Morgan and Stephanie Wong

03 Aug 2022Vertex Explainable AI with Irina Sigler and Ivan Nardini00:26:24

Max Saltonstall and new host Anu Srivastava are in the studio today talking about Vertex Explainable AI with guests Irina Sigler and Ivan Nardini. Vertex Explainable AI was born from a need for developers to better understand how their models determine classifications. Trusting the operation of models for business decision making and easier debugging are two reasons this classification understanding is so important.

Explainable models help developers understand and describe how their trained models are making decisions. Google’s managed service, Vertex Explainable AI, offers Feature Attribution and Example Based Explanations to provide better understanding of model decision making. Irina describes these two services and how each works to foster better decision-making based on AI models. One or both services can be used in every stage of model building and to create a more precise model with better results. Example Based Explanations, Irina tells us, also makes it easier to explain the model to those who may not have strong technical backgrounds.

Ivan runs us through a sample build of a model taking advantage of the Vertex Explainable AI tools. Presets provide easier setup and use as well. We talk more about the benefits of being able to easily explain your models. When decision-makers understand the importance of your AI tool, it’s more likely to be cleared for production, for example. When you understand why your model is making certain choices, you can trust the model’s outcomes as part of your decision-making process.

Irina Sigler

Irina Sigler is a Product Manager on the Vertex Explainable AI team. Before joining Google, Irina worked at McKinsey and did her Ph.D. in Explainable AI. She graduated from the Freie Universität Berlin and HEC Paris.

Ivan Nardini

Ivan Nardini is a customer engineer specialized in ML and passionate about Developer Advocacy and MLE. He is currently collaborating and enabling Data Science developers and practitioners to define and implement MLOps on Vertex AI. He also leads a worldwide hackathon community initiative and he is an active contributor in Google Cloud.

Cool things of the week
  • Unify data lakes and warehouses with BigLake, now generally available blog
  • What it’s like to have a hybrid internship at Google blog
Interview
  • Vertex AI site
  • Explainable AI site
  • Vertex Explainable AI docs
  • Vertex Explainable AI Notebooks docs
  • Feature Attribution docs
  • AI Explanations Whitepaper site
  • Explainable AI with Google Cloud Vertex AI article
  • Why you need to explain machine learning models blog
What’s something cool you’re working on?

Anu just got back from a nice vacation and is picking back up on how to use our AI APIs with Serverless workflows. She’s working on some exciting tutorials for our AI backed Translation API.

Max just got back from family dance camp and is working to make excellent intern experiences.

Hosts

Max Saltonstall and Anu Srivastava

29 Mar 2023GoJek’s digital journey to becoming one of Indonesia’s biggest multi-platform apps00:44:38

In this special episode, we are featuring That Digital Show. Theo Davies and Stephanie Wong speak to Sartaj Singh, Head of Technology at GoJek, who shares inside knowledge on GoJek’s explosive growth, from being a ride hailing app, to a multi-platform one that is a now a major eCommerce player in Indonesia, especially in last mile delivery.

Sartaj shares GoJek’s focus on three pillars, customer incentive, driver rewards and pricing, to ensure consistency in service delivery quality. He also discusses how he looks to improve platformization with his team through innovation, by putting people over processes, and helping engineers address challenges in order to stay agile and scalable.

From sitting at the side of the street to solve production issues, to managing and growing a team of over 1,000 in just a few years, listen in as Sartaj shares interesting personal excerpts on GoJek’s journey in shifting from a startup “hustler” mindset,  to a more corporate way of working, and everything that it entails. 

Sartaj Singh

Sartaj Singh is the Head of Engineering Platforms at Gojek. Sartaj is one of the few engineers who has been with GOJEK since the early days. As a literary enthusiast, he never thought that he would end up working in tech. Sartaj is responsible for driving growth, standardizing and improving Indonesia’s multi-service platform. 

Theo Davies

Theo is Head of Cloud Sales Excellence & Productivity at Google Cloud and host of “That Digital Show APAC”. He is a record breaking salesperson, sales leader, coach and speaker with a 20+ year career beginning in sales. Theo is also the President of the Google Public Speaking Academy.

Cool things of the week
  • 5 GKE features to help you optimize your clusters blog

Interview
  • Gojek site

  • Gojek: Using Machine Learning for forecasting and dynamic pricing blog

  • Introducing Firehose: An open source tool from Gojek blog

  • Meet Optimus, Gojek’s open-source cloud data transformation tool blog

  • Gojek: Helping drivers reach their pickup points up to 20% more quickly with Google Maps Platform blog

What’s something cool you’re working on?

Theo is trying out Snapchat and is excited about Snap partnering with Google Cloud

Hosts

Stephanie Wong and Theo Davies

15 Jun 2022New Pi World Record with Emma Haruka Iwao and Sara Ford00:39:02

Carter Morgan and Brian Dorsey are working on their math skills today with guests Emma Haruka Iwao and Sara Ford. What kind of computing power does it take to break the world record for pi computations? Emma and Sara are here to tell us.

Emma tells us how she started with pi and how she and Sara came to work together to break the record. In 2019, Emma was on the show with her previous world record, and with the advancements in technology and Google products since, she knew she could do even more this year. Her 100 trillion digit goal wasn’t enough to scare people away, and Sara, along with other partners, joined Emma on the pi computation journey. Together, Sara and Emma talk about the hardware required, building the algorithm, how it’s run, and where the data is stored. Running on a personal computer was cheaper and easier than a super computer, and Emma explains why. Performing these immense calculations can also help illustrate just how far computers have come.

The storage required for this project was immense, and Emma tells us how they worked around some of the storage limitations. We hear more about Ycruncher and how it was used to help with calculations. Our guests talk about how things might change for computing and specifically for pi computations in the next few years, and Sara tells us about the storage journey from the perspective of a mathematician, and gives us some interesting facts about the algorithms involved, and we learn how world records are verified.

Emma Haruka Iwao

Emma is a developer advocate for Google Cloud Platform, focusing on application developers’ experience and high performance computing. She has been a C++ developer for 15 years and worked on embedded systems and the Chromium Project. Emma is passionate about learning and explaining the most fundamental technologies such as operating systems, distributed systems, and internet protocols. Besides software engineering, she likes games, traveling, and eating delicious food.

Sara Ford

Sara Ford is a Developer Advocate on Google Cloud focusing on Serverless. She received a Masters degree in Human Factors (UX) because she wants to make dev tools more usable. Her lifelong dream is to be a 97-year old weightlifter so she can be featured on the local news.

Cool things of the week
  • New Cloud Podcasts Website site
  • Even more pi in the sky: Calculating 100 trillion digits of pi on Google Cloud blog
Interview
  • GCP Podcast Episode 167: World Pi Day with Emma Haruka Iwao podcast
  • pi.delivery 100 Trillion Digits site
  • pi.delivery Github site
  • A History of Pi book
  • Distributing historically linear calculations of Pi with serverless video
  • Ycruncher site
  • Compute Engine site
  • Cloud Functions site
  • SRE site
  • Terraform site
What’s something cool you’re working on?

Carter and Brian are working on a new season of VM End to End

Hosts

Carter Morgan and Brian Dorsey

13 Apr 2022GKE Gateway Controller with Bowei Du and Abdelfettah Sghiouar00:36:25

Hosts Anthony Bushong and Kaslin Fields welcome Bowei Du and Abdelfettah Sghiouar to talk about the Gateway Controller, a tool that helps developers use the Gateway API in GKE.

Bowei starts the show with a thorough explanation of how and why the Gateway Controller was developed. Compared to tools like Ingress, Gateway Controller allows engineers to implement more expressive solutions. While providing developers with portability has been an important part of Gateway Controller, it also gives developers freedom to use non-portable features in a structured, consistent environment and helps manage tenancy across different teams. Bowei and Abdel describe the difference between Ingress and Service and how these tools fit in with Gateway Controller. Abdel walks us through how a company would use the Gateway Controller for optimal tenancy management across name spaces and how this is an improvement over Ingress and Service. He gives examples of how companies are using this new tool.

We hear more about the GKE Gateway Controller and how its fully-managed deployments and integration with other Google APIs make it so easy to use. Bowei tells us how Gateway helps with the unification of mesh and non mesh environments through the standardization of noun describers in both instances. A handy edge to mesh tutorial is available to help developers.

Abdelfettah Sghiouar

Abdel is a Cloud Dev Advocate with a focus on Cloud native, GKE, and Service Mesh technologies.

Bowei Du

Bowei is tech lead on Gateway Controller and a specialist in distributed systems and networking.

Cool things of the week
  • Strengthening your DevOps muscle site
Interview
  • Kubernetes site
  • GKE site
  • GKE Gateway API docs
  • Kubernetes Gateway API site
  • Ingress docs
  • Service docs
  • From edge to mesh: Exposing service mesh applications through GKE Ingress docs
  • Google Cloud Armor site
  • Kubernetes Slack site
    • Slack channel: #sig-network-gateway-api
  • GKE Networking Recipes GitHub repo site
  • The evolution of Kubernetes networking with the GKE Gateway controller blog
What’s something cool you’re working on?

Kaslin is working on KubeCon EU.

Anthony is working on software supply chain security with Cloud Build.

Kaslin and Anthony are working together on the GKE Essentials Series

Hosts

Anthony Bushong and Kaslin Fields

04 May 2022Geospatial Awakening in Global Supply Chains with Nathan Eaton and Denise Pearl00:56:21

This week, Googler Denise Pearl and NGIS Executive Director Nathan Eaton join hosts Alexandrina Garcia-Verdin and Donna Schut to talk about how modern technology and data collection can significantly enhance environmental protection practices.

Denise starts the show with a thorough explanation of geospatial awakening and how Google is making its backend geo services like Google Earth Engine more usable for Google Cloud customers. With better data, easier access, and substantially more cloud compute power, companies are awakening to the possibilities of geospatial driven projects that analyze not just text but photographic data as well. Thousands of satellites collect information about Earth every day, and companies are realizing just how much of this data is available for their own sustainability, geo-centric, and location-based projects. Geospatial, Nathan explains, can help combine layers of text and photo data based on one location for a richer, more robust view of a particular location in real time.

As a geospatial partner with Google for a decade, NGIS has had experience using Earth Engine, Google Maps, and more to help Google Cloud customers use this data in meaningful ways. Because most projects involve analyzing locations as they change over time, companies need massive storage and processing power for their data. This is only made possible with the recent advances in infrastructure afforded by the cloud. With these amazing advances in technology, Denise and Nathan are seeing more and more exciting use cases. Companies are taking this data and making meaningful decisions for their future and the future of the planet. Sustainability goals like limiting deforestation in the supply chain can be made and measured. Climate change models can be created and applied. And all of this can be done quickly.

Nathan and Denise talk about TraceMark, the sustainable sourcing solution built by NGIS and made to integrate flexibly with customer projects. Consumers are increasingly aware of their affect on the environment and are pushing for change. With TraceMark, companies are able to see the environmental impact of their supply chain partners and make changes in line with customer values. These decisions can influence the growth of the company as well, as suppliers are vetted and chosen based on sustainability and availability. We hear about the building of TraceMark and the challenges the team overcame. Denise runs through some features of the software and how users can take advantage of them. Our guests give some great tips for organizations to get started with their data-driven sustainability goals, and Nathan talks about what’s next with NGIS and TraceMark.

Nathan Eaton

As Executive Director at NGIS, Nathan has worked with hundreds of clients to deliver fit for purpose, innovative solutions. Nathan leads our GIS capabilities and stakeholder management including consulting with a range of large multinational companies and federal government departments. Most recently, Nathan has led the development, build and launch of TraceMark, a SaaS sustainable sourcing solution from NGIS, Google Cloud and partners Planet and CARTO.

Denise Pearl

Denise Pearl leads strategic ISV efforts for Google Cloud’s Geospatial, Earth Observation and Sustainability vertical. Her primary focus is to align engineering, marketing and sales teams within Google around the issues that matter to enterprise customers and government agencies enabling the use of technology to better solve sustainability challenges communities face across the globe.

Cool things of the week
  • Planet and People AI Series videos
  • Planet and People AI: Mapping carbon pollution globally with satellites video
  • Geobeam site
Interview
  • GCP Podcast Episode 282: Geospatial Cloud and Earth Engine with Chad Jennings and Joel Conkling podcast
  • Google Earth Engine site
  • NGIS site
  • NGIS and TraceMark site
  • TraceMark site
  • EO Data Science site
  • EO Data Science GEE Impact site
  • The technology and climate science helping CPG brands with sustainable sourcing blog
  • Adopting real-world sustainability solutions with Google Cloud’s ecosystem blog
  • Achieve Your Sustainability Goals with the Google Cloud Ecosystem site
  • The data-driven path to real-world sustainability solutions whitepaper
  • It takes an ecosystem: How the Google Cloud Partner Initiative speeds the transition to enterprise sustainability article
  • Google Cloud Sustainability Summit site
  • BigQuery site
What’s something cool you’re working on?

Dana is focusing on geospatial analytics, helping customers achieve their sustainability goals. She’s building solutions that solve repeatable problems.

AGV is getting ready for the Cloud Sustainability Summit on June 28th.

Hosts

Alexandrina Garcia-Verdin and Donna Schut

09 Nov 2022ML/AI Data Science for Data Analytics with Jed Dougherty and Dan Darnell00:32:13

On the show this week, Carter Morgan and Anu Srivastava talk about AI and ML data analytics with Dataiku VP of Platform Strategy, Jed Dougherty, and Head of Product Marketing, Dan Darnell. Dataiku is an AI platform targeted for business team collaboration. The low and no code environments make it easy for developers and not so tech savvy employees to work together on analytics projects. It strives for everyday AI, making these normally highly technical data processes more accessible.

Our guests detail the tools Dataiku provides customers, including ML Ops features for efficient models. Dataiku’s managed offering allows businesses to concentrate on the model while Dataiku takes care of things like the deployment processes behind the scenes. We hear about the partnership between Dataiku and Google Cloud and Dataiku’s integration with AlloyDB. Through a real example, our guests run us through the use of these two tools together. Jed talks about why Google Cloud works so well with Dataiku, especially for businesses looking for cutting edge technology.

Jed Dougherty

Jed is the VP of Platform Strategy at Dataiku. In this role he acts as a strategic technical advisor to Dataiku customers and prospects. He also works tightly with Engineering and Product stakeholders in order to ensure that all technical platform requests are properly followed, scoped and implemented.

Dan Darnell

Dan has over 20 years of experience in the analytics industry at established software companies, hyper-growth technology companies, and small technology start-ups. As the Head of Product Marketing at Dataiku, he owns positioning, evangelism, and content creation for product offerings and education on products for customers and partners.

Cool things of the week
  • Google Cloud supercharges NLP with large language models blog
  • Practicing the principle of least privilege with Cloud Build and Artifact Registry blog
Interview
  • Dataiku site
  • Dataiku YouTube videos
  • BigQuery site
  • Kubernetes site
  • GKE site
  • AlloyDB for PostgreSQL site
  • Accelerate AI Adoption: 3 Steps to Deploy Dataiku for Google Cloud Platform blog
  • Implementing Dataiku with BigQuery docs
  • GCP Podcast Episode 238: ASML with Arnaud Hubaux podcast
  • GCP Podcast Episode 229: Lucidworks with Radu Miclaus podcast
What’s something cool you’re working on?

Anu is working on interesting speech use cases and Google’s Speech to Text. Join in with this tutorial!

Carter is working on getting organized and working on something super cool!

Hosts

Carter Morgan and Anu Srivastava

16 Nov 2022Database Migration Service with Shachar Guz, Inna Weiner, and Gabe Weiss00:40:02

Stephanie Wong talks with guests Shachar Guz, Inna Weiner, and Gabe Weiss about Google’s Database Migration Service and how it helps companies move data to Google Cloud. What typically is a complicated process, DMS simplifies everything from planning to security to validating database migrations.

DMS has undergone some changes since last we spoke with Shachar and Gabe. It’s gone GA and helped thousands of customers benefit from the service. Migrations are possible from any PostgreSQL database source to AlloyDB for PostgreSQL, which is designed to support HTAP data (transactional and analytical). One of the most exciting updates is the introduction of the DMS modernization journey, which allows customers to change database type during migration (heterogenous). In addition, migrations with DMS can be set up to continuously replicate data between the old and new database. With this feature, developers can compare the application performance against the old vs. new database.

Inna talks about the benefits of keeping your data in the cloud, like secure, reliable, and scalable data storage. Google Cloud takes care of the maintenance work for you as well. DMS takes security seriously and supports multiple security methods to keep your data safe as it migrates. We talk about the different customers using DMS and how the process works for homogeneous and heterogeneous migrations. Before you even start, Gabe tells us, DMS helps you prepare for the migration. And tools like Dataflow can help when customers decide full migration would be too difficult. We talk about the difference between Datastream and DMS and use cases for each.

We wrap up the show with a look at the future of DMS.

Shachar Guz

Shachar is a product manager at Google Cloud, he works on the Cloud Database Migration Service. Shachar worked in various product and engineering roles and shares a true passion about data and helping customers get the most out of their data. Shachar is passionate about building products that make cumbersome processes simple and straightforward and helping companies adopt Cloud technologies to accelerate their business.

Inna Weiner

Inna is a senior technical leader with 20+ years of global experience. She is a big data expert, specializing in deriving insights from data, product and user analytics. Currently, she leads engineering for Cloud DMS. Inna enjoys building diverse engineering organizations, with common vision, growth strategy and inclusive culture.

Gabe Weiss

Gabe leads the database advocacy team for the Google Cloud Platform team ensuring that developers can make awesome things, both inside and outside of Google. That could mean speaking at conferences, writing example code, running bootcamps, writing technical blogs or just doing some hand holding. Prior to Google he’s worked in virtual reality production and distribution, source control, the games industry and professional acting.

Cool things of the week
  • Flexible committed use discounts — a simple new way to discount Compute Engine instances blog
  • Understanding transactional locking in Cloud Spanner blog
  • Interactive In-console Tutorial site
Interview
  • Database Migration Service site
  • GCP Podcast Episode 262: Database Migration Service with Shachar Guz and Gabe Weiss podcast
  • AlloyDB for PostgreSQL site
  • PostgreSQL site
  • Datastream site
  • Dataflow site
  • CloudSQL site
  • Spanner site
What’s something cool you’re working on?

Gabe has been tinkering with new Google Cloud databases and managing a new team.

Hosts

Stephanie Wong

02 Nov 2022Assured Workloads with Key Access Justifications with Bryce Buffaloe and Seth Denney00:42:17

Hosts Max Saltonstall and Daryl Ducharme are joined by Bryce Buffaloe and Seth Denney to chat about Assured Workloads and the sovereignty control Key Access Justifications so customers can see how their data is used and control who can see what.

Assured Workloads with Google is a security and compliance engine that allows users to control their data with the help of Google. With the expansion of data use around the globe, data sovereignty has become more important as well, and Google Cloud products offer myriad tools to maintain control, privacy, and compliance no matter the location. Seth talks more about sovereignty and how it’s changing data storage and management. Our guests talk about how Google has tackled the sovereignty issues, difficult decisions that had to be made, and the process of working with clients to optimize tools for different security and sovereignty scenarios.

With Key Access Justifications, Google has bolstered its offerings to provide clients with trustworthy controls to keep data secure and sovereign, from Compute Engine VMs to BigQuery. We learn what Key Access Justifications look like for users and how the encryption keys work in different Google Cloud services. Customer managed key material is stored outside of Google and the key manager must give permission for access for an added layer of trust and security. Seth and Bryce explain why this is important and describe how KAJ are used with some examples. These features may also be used to improve security in the future by preventing data from being decrypted and stolen should someone ever get access to your system. We hear more about the future of data security and sovereignty, including simplifying the process with managed services and easier onboarding. Strategic European partnerships are helping Google tackle these important issues overseas so clients can focus on their businesses and worry less about data security.

The catalyst for KAJ was a large German bank that recognized the sovereignty changes coming, and we hear more about the origins of KAJ and the path to where it is today. When paired with Assured Workloads, clients get maximum sovereignty coverage. Seth talks a little about the Sovereignty Access Controls done internally as well. Bryce walks us through using these Google services with a European example.

Bryce Buffaloe

Bryce is Product manager for Google Cloud Security managing the portfolio of the Assured Workload’s solution suite.

Seth Denney

Seth is KAJ Tech Lead, responsible for ensuring the integrity and usefulness of KAJs to support customer data sovereignty

Cool things of the week
  • DevFests site
  • Best Kept Security Secrets: Tap into the power of Organization Policy Service podcast
Interview
  • Assured Workloads site
  • Assured Workloads Playlist videos
  • Key Access Justifications docs
  • Compute Engine site
  • BigQuery site
  • GCP Podcast Episode 325: Digital Sovereignty with Archana Ramamoorthy and Julien Blanchez podcast
  • T Systems site
What’s something cool you’re working on?

Daryl just released a video about using Workflows’ new parallel step.

Max is working on crossover episodes across our various podcast streams, so we can have SRE guests on to the GCP podcast to talk reliability, for example, or bring some of the Kubernetes hosts to the Cloud Security podcast to discuss securing Kubernetes workloads.

Hosts

Max Saltonstall and Daryl Ducharme

26 Jul 2023Tapping onto AI to build a more sustainable future with Recursive AI00:25:53

In this special episode, we are featuring That Digital Show. AI is seen as a powerful tool and enabler for businesses around the world. At the same time, more organizations are looking for ways to operate more sustainably. To combine the two, Recursive AI was established in 2020, formalizing the way AI can be used for sustainability. Whether it’s through innovation, improving productivity, providing better education, or using AI for prevention and mitigation efforts in managing climate change, Recursive AI is changing the sustainability landscape one project at a time.

In this episode, Recursive AI co-founder Tiago Ramalho puts on a new lens to the way we think about AI. He tells us how neural networks, which form the core infrastructure of AI, can simulate systems quickly, finding new and improved solutions to existing problems. He also shares how the company is predicting the future of natural disasters so that organizations can take action before it is too late.  

When it comes to sustainability, no action is too small. Listen in to find out how the organization is innovating by leveraging AI technology to solve the sustainability problems of today and tomorrow.

Dr. Tiago Ramalho, Recursive Co-founder and CEO

Tiago is the co-founder and CEO of Recursive AI, a company focused on building AI tools to help companies grow their sustainability impact. Tiago is a physicist and former Googler at Google DeepMMind with a passion for technology and sustainability. Through Recursive, Tiago is able to marry the two to help others create a greener tomorrow. 

Theo Davies

Theo is Head of Cloud Sales Excellence & Productivity at Google Cloud and host of “That Digital Show APAC”. He is a record-breaking salesperson, sales leader, coach and speaker with a 20+ year career beginning in sales. Theo is also the President of the Google Public Speaking Academy.

Interview
  • Recursive AI: https://recursiveai.co.jp/en/

Hosts

Theo Davies and Paris Tran

21 Dec 20222022 Year End Wrap Up00:39:20

Happy Holidays from all of us at Google! This week, hosts Carter Morgan, Stephanie Wong, and Max Saltonstall are sharing their favorite moments from the year! From great partnerships with national companies, new releases in some of your favorite Google software tools, and a trillion digits of pi, we’re breaking down some 2022 highlights and introducing special guest Podcast Producer Kevin McCormack to help with a fun podcast trivia game!

Carter Morgan

Carter Morgan is Developer Advocate for Google Cloud, where he creates and hosts content on Google’s Youtube channel, co-hosts several Google Cloud podcasts, and designs courses like the Udacity course “Scalable Microservices with Kubernetes” he co-created with Kelsey Hightower. Carter Morgan is an international standup comedian, who’s approach of creating unique moments with the audience in front of him has seen him perform all over the world, including in Paris, London, the Melbourne International Comedy Festival with Joe White. And in 2019, and the 2019 Edinburgh Fringe Festival. Previously, he was a programmer for the USAF and Microsoft.

Stephanie Wong

Stephanie Wong is a Developer Advocate focusing on online content across all Google Cloud products. She’s a host of the GCP Podcast and the Where the Internet Lives podcast, along with many GCP Youtube video series. She is the winner of a 2021 Webby Award for her content about data centers. Previously she was a Customer Engineer at Google and at Oracle. Outside of her tech life she is a former pageant queen and hip hop dancer and has an unhealthy obsession with dogs.

Max Saltonstall

Max Saltonstall is a Developer Relations Engineer at Google Cloud. He is a father, teacher, storyteller, speaker, educator, nefarious villain, game designer, juggler, and is only part zombie.

Cool things of the week
  • Boost medical discoveries with AlphaFold on Vertex AI blog
  • 6 common mistakes to avoid in RESTful web API Design blog
  • Marketing Analytics With Google Cloud blog
Our Favorite Episodes of 2022
  • Stephanie’s Favorites
    • GCP Podcast Episode 290: Resiliency at Shopify with Camilo Lopez and Tai Dickerson podcast
    • GCP Podcast Episode 315: Cloud Functions (2nd gen) with Jaisen Mathai and Sara Ford podcast
    • GCP Podcast Episode 307: FinOps with Joe Daly podcast
  • Carter’s Favorites
    • GCP Podcast Episode 308: New Pi World Record with Emma Haruka Iwao and Sara Ford podcast
    • GCP Podcast Episode 327: ML/AI Data Science for Data Analytics with Jed Dougherty and Dan Darnell podcast
    • GCP Podcast Episode 289: Cloud Security Megatrends with Phil Venables podcast
  • Max’s Favorites
    • GCP Podcast Episode 316: Google Cloud for Higher Education with Laurie White and Aaron Yeats podcast
    • GCP Podcast Episode 317: Launching Products at Google Cloud with Anita Kibunguchy-Grant and Gabe Weiss podcast
    • GCP Podcast Episode 325: Digital Sovereignty with Archana Ramamoorthy and Julien Blanchez podcast
  • Stephanie’s Honorable Mentions
    • GCP Podcast Episode 323: Next 2022 with Forrest Brazeal and Stephanie Wong podcast
    • GCP Podcast Episode 298: Celebrating Women’s History Month with Vidya Nagarajan Raman podcast
  • Carter’s Honorable Mentions
    • GCP Podcast Episode 312: Managed Service for Prometheus with Lee Yanco and Ashish Kumar podcast
    • GCP Podcast Episode 290: Resiliency at Shopify with Camilo Lopez and Tai Dickerson podcast
  • Max’s Honorable Mentions
    • GCP Podcast Episode 326: Assured Workloads with Key Access Justifications with Bryce Buffaloe and Seth Denney | Google Cloud Platform Podcast podcast
Hosts

Stephanie Wong, Carter Morgan and Max Saltonstall

26 Oct 2022Digital Sovereignty with Archana Ramamoorthy and Julien Blanchez00:36:03

This week, Max Saltonstall and Chloe Condon welcome guests Archana Ramamoorthy and Julien Blanchez to talk about digital sovereignty and what goes into a technical strategy for dealing with this complicated facet of web projects.

Our guests start the show with a thorough explanation of digital sovereignty, explaining that it typically involves a state or regulatory agency exerting control over data and technology. As more and more data is taken into the cloud, countries are understandably concerned about a loss of control over this data, and nations are enacting laws and regulations to help manage security of data in the cloud. Standardization has been a human issue for a long time, from trains to international travel and more, Archana reminds us, and this challenge is now moving to the management of cloud data out in the world. As sovereign nations implement their own standards, cloud providers must adapt to help developers create projects that follow these laws.

Julien talks about the discussions around digital sovereignty in Europe, especially as it affects data security. Lawmakers, cloud providers, and companies have been working together to think through effective laws and strategies for digital security around the world. Googlers across the globe are working locally to make sure Google’s suite of products are compatible with government regulations and the needs of developers. Archana and Julien talk about the three important action segments Google employs to make sure tools allow for control over who has access to data when and how, and we hear the journey Google has trekked from the very beginning to now as the company has worked for strong security and versatile data management. Local partnerships are a big part of the advancements made in the sovereignty space, Julien tells us, increasing trust with developers in the area and leveraging local knowledge.

With offerings like Cloud Key Management, Google provides unique options for developers to control and secure data. To keep things easy, especially in the case of hybrid solutions, this portfolio of sovereignty products uses the same APIs, streamlined onboarding setups, and familiar interfaces Google product users are accustomed to.

Archana Ramamoorthy

Archana is the Director of Cloud Security Product Management. She has spent a lot of her career building security products for enterprise organizations.

Julien Blanchez

Julien looks after the coordination of Google’s local digital sovereignty partnerships and how to position them in the market, after many years helping regulators and highly regulated customers in EMEA on their Google Cloud adoption journey worldwide.

Cool things of the week
  • Google Cloud Podcasts site
  • Developer Community Keynote: The thing about burnout video
Interview
  • Google Cloud Next ‘22: Meet digital sovereignty requirements site
  • Announcing Sovereign Controls for Google Workspace blog
  • Cloud Key Management site
  • Confidential Computing site
What’s something cool you’re working on?

Max is working on expanding Google’s podcast platform, giving it some more visibility. He’s also working on Halloween and LARP costumes and teaching new board games.

Chloe is working on her Halloween costume, too, and working on Google Cloud Reader.

Hosts

Max Saltonstall and Chloe Condon

27 Oct 2015We Got a Podcast!00:19:47

In this first episode your hosts, Francesc and Mark, discuss how this podcast was built and deployed to Google Cloud Platform.

Do you have something cool to share? Some questions? Let us know:

Links:

Errata:

  • Mark says HTTP status 503 for redirect, when he should have said either 302 or 307.
26 Jan 2016Graham Polley & Pablo Caif from Shine Technologies00:32:06

In the tenth episode of this podcast, your hosts Francesc and Mark interview Graham Polley and Pablo Caif, who are both Google Developer Experts who work at Shine Technologies.

About Graham

Graham is a senior software engineer based out of Melbourne Australia. He’s passionate about promoting the adoption of cloud technologies into software development, and regularly blogs and gives presentations. Graham has extensive experience in building big data solutions for clients using the Google technology stack, and in particular with BigQuery & Dataflow. Graham works very closely with the GCP engineering team in the US, where he is a member of their cloud platform trusted tester program, and the solutions he helps build are used as internal exemplars of developer use cases. Graham is also a GDE on the GCP.

You can contact Graham through Twitter, blog and Google Developer Expert Profile.

About Pablo

Pablo is a passionate software engineer who enjoys solving complex problems, and devising simple solutions. He works at Shine Technologies and he is part of a team that uses BigQuery and Dataflow to solve challenging and complex data processing business requirements. Pablo considers that scalability and performance are paramount to developing a great solution, and that is why he has been using Dataflow and BigQuery to bring these solutions to reality. Pablo is also a GDE on GCP.

You can contact Pablo through Twitter, and blog.

Cool thing of the week
  • Google Cloud Platform Next
    Join the largest gathering of the Google Cloud Platform community to explore the latest developments in cloud technology.
    Come meet the people that help build Google Cloud Platform, such as engineers and product managers as well as network with experienced cloud architects, managers and engineers who have deployed GCP in their organizations.
Interview
  • Shine Technologies homepage
  • Google Developer Experts about page
  • BigQuery docs
  • Cloud DataFlow docs
  • Cloud Dataproc docs
  • Google Cloud Dataproc and the 17 minute train challenge blog post
  • A week in the life of a Google Developer Expert blog post
  • Messages in the sky blog post
  • Shine with BigQuery: The 30 Terabyte challenge video
Question of the week
  • The Google App Engine Admin API doc
25 Oct 2017Vint Cerf: past, present, and future of the internet00:48:49

Google, the Cloud, or podcasts would not exist without the internet, so it’s with an incredible honor that we celebrate our 100th episode with one of its creators: Vint Cerf.

Listen to Mark and Francesc talk about the origins, current trends, and the future of the internet with one of the best people to cover the topic.

About Vint Cerf

Vinton G. Cerf is vice president and Chief Internet Evangelist for Google. He contributes to global policy development and continued spread of the Internet. Widely known as one of the “Fathers of the Internet” Cerf is the co-designer of the TCP/IP protocols and the architecture of the Internet. He has served in executive positions at MCI, the Corporation for National Research Initiatives and the Defense Advanced Research Projects Agency and on the faculty of Stanford University.

Vint Cerf served as chairman of the board of the Internet Corporation for Assigned Names and Numbers (ICANN) from 2000-2007 and has been a Visiting Scientist at the Jet Propulsion Laboratory since 1998. Cerf served as founding president of the Internet Society (ISOC) from 1992-1995. Cerf is a Foreign Member of the British Royal Society and Swedish Academy of Engineering, and Fellow of IEEE, ACM, and American Association for the Advancement of Science, the American Academy of Arts and Sciences, the International Engineering Consortium, the Computer History Museum, the British Computer Society, the Worshipful Company of Information Technologists, the Worshipful Company of Stationers and a member of the National Academy of Engineering. He has served as President of the Association for Computing Machinery, chairman of the American Registry for Internet Numbers (ARIN) and completed a term as Chairman of the Visiting Committee on Advanced Technology for the US National Institute of Standards and Technology.

President Obama appointed him to the National Science Board in 2012. Cerf is a recipient of numerous awards and commendations in connection with his work on the Internet, including the US Presidential Medal of Freedom, US National Medal of Technology, the Queen Elizabeth Prize for Engineering, the Prince of Asturias Award, the Tunisian National Medal of Science, the Japan Prize, the Charles Stark Draper award, the ACM Turing Award, Officer of the Legion d’Honneur and 29 honorary degrees. In December 1994, People magazine identified Cerf as one of that year’s “25 Most Intriguing People.” His personal interests include fine wine, gourmet cooking and science fiction. Cerf and his wife, Sigrid, were married in 1966 and have two sons, David and Bennett.

Also, he’s awesome.

Cool things of the week

We interviewed Vint Cerf!

Interview
Question of the week

Who will you interview for episode 100?

  • Vint Cerf.
01 Nov 2017Cloud IoT Core with Indranil Chakraborty and Gabe Weiss00:35:05

It’s time to learn everything about Cloud IoT Core from Indranil Chakraborty, Product Manager, and Gabe Weiss, Developer Advocate on IoT.

Listen to Mark and Francesc ask all of the questions you had about IoT but didn’t dare to ask.

About Indranil Chakraborty

Indranil is a product manager for Google Cloud Platform and leads product strategy and development for Cloud IoT Core. Previously, he held product management roles at Google Fiber and sales strategy roles for Google AdWords. Indranil holds an MBA from UCLA Anderson.

About Gabe Weiss

Gabe works on the Google Cloud Platform team ensuring that developers can make awesome things, both inside and outside of Google. Focused primarily on the Internet of Things, it’s his job to be sure IoT devices can play nicely with the GCP ecosystem. That’s everything from speaking at conferences, writing example code, running bootcamps, writing technical blogs or just doing some hand holding. Prior to Google he’s worked in virtual reality production and distribution, source control, the games industry and professional acting.

Cool things of the week
Interview
Question of the week

Francesc says his goodbyes to Google and the Google Cloud Platform Podcast.

08 Nov 2017Smart Parking and IoT Core with Brian Granatir00:36:08

Brian Granatir comes on the podcast this week to tell us all about the New Zealand company Smart Parking taking advantage of IoT Core and our Serverless products!

This is also the inaugural episode of Melanie joining Mark on the podcast!

About Brian Granatir

Brian Granatir has been developing for the cloud since the beginning, back in 2007. He left Oregon and moved to New Zealand to be with his future wife in 2014. In 2017, he joined Smart Parking to help with the development of their new Smart City platform built on GCP. Before becoming a developer, Brian spent 3 years as a screenwriter in Hollywood.

Cool things of the week
  • Demystifying ML: How machine learning is used for speech recognition blog
  • GCP arrives in India with launch of Mumbai region blog
  • Cloud SQL for PostgreSQL adds high availability and replication blog
Interview
Question of the week

How do I configure a PostgreSQL Cloud SQL instance for high availability?

  • Configuring an Instance for High Availability docs
Where can you find us next?

Mark will be Montreal in December to speak at Montreal International Games Summit.

Melanie will be speaking at QCon is San Francisco next week!

15 Nov 2017Performance Atlas with Colt McAnlis00:30:23

Colt McAnalis joins the podcast this week to talk about his Performance Atlas series where he dives into how to make Google Cloud applications faster and cheaper. In his words, his job is to help get someone promoted.

About Colt McAnlis

Colt McAnlis is a Developer Advocate at Google focusing on performance & compression. Before that, he was a graphics programmer in the games industry working at Blizzard, Microsoft (Ensemble), and Petroglyph. He’s been an Adjunct Professor at SMU Guildhall, a UDACITY instructor (twice), and a Book Author, (twice). When he’s not working with developers, Colt spends his time preparing for an invasion of giant ants from outer space.

Cool things of the week
  • With Multi-Region Support in Cloud Spanner, have your cake and eat it too blog
  • The State of Data Science & Machine Learning by Kaggle blog and podcast
  • Introducing Certified Kubernetes (and Google Kubernetes Engine!) blog
Interview
  • Performance Atlas series
  • Profiling App Engine (Standard) Boot Time video
  • TCP BBR site
  • Cloud Functions site docs
  • Understanding Compression book
  • Google SRE book
  • TCP/IP Illustrated book
  • Ilya Grigorik site
  • Perf Like a Pirate III site
Question of the week

What are the differences between sustained and committed use discounts?

  • Sustained Use Discounts docs
  • Committed Use Discounts docs
Where can you find us next?

Mark will be Montreal in December to speak at Montreal International Games Summit.

22 Nov 2017Dataprep with Eric Anderson00:25:45

On this week’s podcast, Eric Anderson shares how Dataprep helps summarize, transform, visualize and cleanup data on the Google Cloud Platform. When doing data analysis, typically data munging can take up most of the time and this serverless tool helps optimize the process.

About Eric Anderson

Eric is a Product Manager at Google working on Cloud Dataprep and recently Cloud Dataflow. Previously he was at Amazon Web Services, Harvard Business School, General Electric and University of Utah. He’s from Salt Lake City, Utah and lives in Mountain View, California with and wife and three kids.

Cool things of the week
  • Intel Performance Libraries and Python Distribution enhance performance and scaling of Intel Xeon Scalable (‘Skylake’) processors on GCP blog
  • The hidden costs of cloud blog and Server Density podcast
  • Monitor and manage your costs with Cloud Platform billing export to BigQuery blog and Public Datasets podcast
  • Kaggle TensorFlow Speech Recognition Challenge site
Interview
Question of the week

What is feature engineering?

  • Intro to Feature Engineering with TensorFlow video
Where can you find us next?

Mark will be Montreal in December to speak at Montreal International Games Summit.
Melanie will be at NIPS (Neural Information Processing Systems) in Long Beach in December

29 Nov 2017Node.js with Myles Borins00:32:06

Myles Borins talks with Mark and Francesc about Node.js from its history, how to contribute, the consensus-seeking governance, and why it’s important to Google Cloud Platform.

Node.js is an open-source, JavaScript runtime environment built on Chrome’s V8 JavaScript engine, and Google is a Platinum Member of the Node.js Foundation.

About Myles Borins

Myles Borins is a developer, musician, artist, and maker he works for Google as a developer advocate serving the Node.js ecosystem he graduated with a Master of Music Science and Technology from c.c.r.m.a. a.k.a the center for computer research in music and acoustics

Cool things of the week
  • Reduced GPU prices on GCP and preemptible local SSDs blog
  • Skylake processors now available in 7 regions blog
  • New Episodes of Learn TensorFlow and Deep Learning, without a PhD:
    • Modern Convolutional Neural Nets video
    • Modern RNN Architectures video
    • Deep Reinforcement Leanring video
Interview
Question of the week

How do you give public postmordems?

  • Fearless shared postmortems - CRE life lessons blog
Where can you find us next?

Mark will be Montreal in December to speak at Montreal International Games Summit.
Melanie will be at SOCML (Self-Organizing Conference on Machine Learning) end of this week and NIPS (Neural Information Processing Systems) in Long Beach next week.

06 Dec 2017New York Times with Deep Kapadia and JP Robinson00:31:15

Deep Kapadia and JP Robinson from New York Times join Mark and Francesc to discuss how they use Google Cloud Platform to serve the New York Times to its readers.

About JP Robinson

JP Robinson maintains NYT’s internal and open source tools and frameworks that are related to the Go programming language. He also lead backend development of NYT’s games platform. Recently his team completely rewrote our backend with Go and GCP tools. In doing so they’ve managed to significantly lower request latencies and cut costs in half.

About Deep Kapadia

Deep Kapadia manages the Infrastructure and Delivery Engineering, Site Reliability and Test Automation teams at The New York Times. His teams are responsible for providing other engineering teams with tools and processes needed to get their jobs done on a day to day basis. His teams recently have been working on building the GKE deployment pipeline and enabling other teams to migrate to the Cloud from our physical datacenters and also moving their entire edge and routing caching architecture from internally hosted varnish to Fastly. They also helped move most of their site behind HTTPS.

Cool things of the week
  • Cutting cluster management fees on Google Kubernetes Engine blog
  • Coming in 2018: GCP’s Hong Kong region blog
  • Introducing an easy way to deploy containers on Google Compute Engine virtual machines blog
Interview
Question of the week

What best practices are there for securing a Kubernetes Engine Cluster?

  • Precious cargo: Securing containers with Kubernetes Engine 1.8 blog
Where can you find us next?

Mark will be Montreal in December to speak at Montreal International Games Summit.

Melanie will be at NIPS (Neural Information Processing Systems) in Long Beach and will also be attending Black in AI on December 8th.

13 Dec 2017A Year in Review with Francesc Campoy Flores and Greg Wilson00:39:12

This week we get the band back together! Francesc Campoy Flores rejoins the show along with Director of Google Cloud Developer Relations Greg Wilson to talk all about 2017 and Google Cloud with Mark and Melanie

About Francesc Campoy Flores

Francesc Campoy Flores is the VP of Developer Relations at source{d}, He’s also a Gopher, Catalan, LGBTQIA advocate, previous Google employee (and Podcast host), and creator of the Just For Func YouTube series!

About Greg Wilson

Greg Wilson is the Director of Google Cloud Developer Relations, overseeing developer relations work across both G Suite and Google Cloud Platform.

Cool things of the week
  • Jeff Dean’s talk at NIPS on ML for Systems and Systems for ML sides
  • The Case for Learned Index Structures paper
  • KubeFlow github hackernews
  • Manage Google Kubernetes Engine from Cloud Console dashboard, now generally available blog
Interview
Question of the week

What were your personal highlights for 2017?

  • Mark
  • Melanie
    • Watching Haben Girma, the first Deafblind Graduate of Harvard Law School, speak about accessibility in tech.
Where can you find us next?

It’s the end of the year! So we’ll be taking a break, and returning in January 2018!

10 Jan 2018Launchpad Studio with Malika Cantor and Peter Norvig00:37:49

Launchpad Studio, a product development acceleration program focused on helping machine learning startups iterate quickly, fail fast, and collaborate on best practices.

Malika Cantor and Peter Norvig talk with Mark and Melanie this week about how the Launchpad Studio program is helping startups overcome data, expertise and tooling barriers by providing access to talent and resources and building universal best practices.

About Malika Cantor

Malika is the Global Lead for Google Launchpad Studio. Launchpad is the acceleration engine of Google - running a number of accelerator programs focused on supporting the global startup ecosystem. Prior to joining Google, Malika was a co-founder and partner at Comet Labs, a venture capital firm and experimental research lab focused on investing and supporting applied AI startups. She has worked with founders for around 6 years, in London, Beijing, Singapore, Toronto, and Silicon Valley.

About Peter Norvig

Peter Norvig is a Director of Research at Google; previously he directed Google’s core search algorithms group. He is a fellow and councilor of the Association for the Advancement of Artificial Intelligence and co-author, with Stuart Russell, of Artificial Intelligence: A Modern Approach, now the leading college text in the field. He was head of the Computational Sciences Division (now the Intelligent Systems Division) at NASA Ames Research Center.

Cool things of the week
  • Introducing Preemptible GPUS: 50% off blog
  • How We Implemented a Fully Serverless Recommender System Using GCP blog
  • Awesome lists repo:
    • Awesome Google Cloud Platform repo
    • Awesome Kubernetes repo
    • Awesome TensorFlow repo
    • Awesome Firebase repo
Interview
Question of the week

How does a startup get GCP credits?

  • Google Cloud Platform Startup Program site
  • What Google Cloud, G Suite and Chrome customers need to know about the industry-wide CPU vulnerability blog
  • Google Security Blog, Today’s CPU vulnerability: what you need to know blog
  • ProjectZero News and Updates blog
Where can you find us next?

San Francisco

17 Jan 2018Cloud AutoML Vision with Amy Unruh and Sara Robinson00:26:00

Amy Unruh and Sara Robinson join the podcast this week to talk with Mark and Melanie about the alpha launch of Cloud AutoML Vision.

Cloud AutoML is a suite of products enabling developers with limited ML expertise to build high quality models using transfer learning and Neural Architecture Search techniques. AutoML Vision is the first product out the gate with a focus on making it easy to train customized vision models.

About Amy Unruh

Amy is a developer relations engineer for the Google Cloud Platform, where she focuses on machine learning and data analytics as well as other Cloud Platform technologies. Amy has an academic background in CS/AI and has also worked at several startups, done industrial R&D, and published a book on App Engine.

About Sara Robinson

Sara is a developer relations engineer on Google’s Cloud Platform team, focusing on big data and machine learning. She worked on providing initial product feedback and building a demo for the AutoML Vision launch.

Cool things of the week

Honorable mention… - Scientists put a worm brain in a lego robot blog

Interview
  • Cloud AutoML: Making AI accessible to every business blog
  • Cloud AutoML Vision site
  • Cloud AutoML Vision Access Request | Whitelist Application form
  • Cloud images example video
    • Shout-out thanks to Rob Carver for domain expertise in helping label cloud images.
  • Coastline images example readme and filenames csv
  • Using Machine Learning to Explore Neural Network Architecture blog
  • Learning Transferable Architecture for Scalable Image Recognition arXiv paper
  • Neural Architecture Search with Reinforcement Learning arXiv paper
  • Progressive Neural Architecture Search arXiv paper
  • Learning2learn video
  • Cloud Vision site docs
Question of the week

How does someone in academia get GCP credits?

  • Google Cloud Platform Education Grants site
Where can you find us next?

Melanie is speaking at AI Congress in London Jan 30th and she will be at FOSDEM in Brussels in Feb.

Mark will be at the Game Developer’s Conference | GDC in March.

03 Feb 2016The Internet of Things with Jen Tong00:30:41

In the eleventh episode of this podcast, your hosts Francesc and Mark interview Jen Tong, a Developer Advocate for the Google Cloud Platform, about the Internet of Things.

About Jen

Jenny is a Developer Advocate on Cloud at Google. In this role she helps developers build cool stuff on all sorts of platforms. Previously she worked in a wide variety of software roles from robotics at NASA, to developer advocacy for Google Glass.

She is passionate about education, especially on the subjects of technology and science. If she’s away from her laptop, she’s probably skating around a roller derby track, or hanging from aerial silk.

You can contact Jen through Twitter and her home page.

Cool thing of the week
Interview
Question of the week
  • Google Cloud Platform training page
17 Jan 2018CPU Vulnerability Security with Matt Linton and Paul Turner00:28:33

Bringing you a special second episode this week with Matt Linton and Paul Turner sharing insights with Mark and Melanie about the CPU vulnerabilities, Spectre & Meltdown, and how Google coordinated and managed security with the broader community. We talked about how there has been minimal to no performance impact for GCP users and GCP’s Live Migration helped deploy patches and mitigations without requiring maintenance downtime.

Due to the special nature, no cool things or question included on this podcast.

About Matt Linton

Matt is an Incident Manager (aka Chaos Specialists) for Google, which means his team is on-call to handle suspected security incidents and other major urgent issues.

About Paul Turner

Paul is a Software Engineer specializing in operating systems, concurrency, and performance.

Interview
  • Protecting our Google Cloud customers from new vulnerabilities without impacting performance blog
  • What Google Cloud, G Suite and Chrome customers need to know about the CPU vulnerability blog
  • Google Security Blog, Today’s CPU vulnerability: what you need to know blog
  • ProjectZero News and Updates by Yann Horn blog
  • Spectre Attack paper
  • Meltdown Paper paper
  • Intel Security Center site
  • Intel Analysis of Speculative Side Channels site
  • An Update on AMD Processor Security: site
  • ARM Processor Security Update site
  • GCP Compute Engine Live Migration docs
  • GCP Security Overview site

Patch your operating systems and all the things. Keep updated.

24 Jan 2018Google Cloud Platform with Sam Ramji00:37:18

The delightful Sam Ramji joins Mark and Melanie this week to talk about Google Cloud Platform, Open Source, Distributed Systems and Philosophy and how they are all interrelated.

Sam Ramji

A 20+ year veteran of the Silicon Valley and Seattle technology scenes, Sam Ramji is VP Product Management for Google Cloud Platform (GCP). He was the founding CEO of Cloud Foundry Foundation, was Chief Strategy Officer for Apigee (APIC), designed and led Microsoft’s open source strategy, founded the Outercurve Foundation, and drove product strategy for BEA WebLogic Integration. Previously he built distributed systems and client software at firms including Broderbund, Fair Isaac, and Ofoto. He is an advisor to multiple companies including Accenture, Insight Engines, and the Linux Foundation, and served on the World Economic Forum’s Industrial Internet Working Group. He received his B.S. in Cognitive Science from UCSD in 1994.

Cool things of the week
  • An example escalation policy — CRE life lessons blog
  • The new Google Arts & Culture, on exhibit now blog
  • Five Days of Kubernetes 1.9 blog
  • Kubernetes Comic site
Interview
Question of the week

I would like to run a Google Cloud Function every day/week/hour etc - but there is no cron ability in Cloud Functions (yet?). How can I do this now?

Where can you find us next?

Melanie is speaking at AI Congress in London Jan 30th and she will be at FOSDEM in Brussels in Feb.

Mark will be at the Game Developer’s Conference | GDC in March.

31 Jan 2018Percy.io with Mike Fotinakis00:34:58

We return once again to Continuous Integration tooling, this time with a visual spin. Mike Fotinakis joins Mark and Melanie to discuss how they use Google Cloud Platform to develop Percy, the platform for continuous visual reviews for web apps.

Mike Fotinakis

Mike is Co-Founder and CEO of Percy, where he is working on problems at the intersection of design, development, and deployment. Mike has previously worked as an engineer at companies including Google, Science Exchange, and AltSchool, and is now enjoying building his first company from the ground up. Sometimes, he even enjoys things that don’t involve computers at all, including rock climbing, coffee, classical singing, and scuba diving.

Cool things of the week
  • OpenCensus: A Stats Collection and Distributed Tracing Framework blog medium
  • London Zoo trials facial recognition technology to help track elephants in the wild blog
  • Cloud Dataflow and the Tram Challenge youtube
Interview

Percy.io

Question of the week

I would love a weekly roundup of news about Google Cloud Platform - where can I get one?

Where can you find us next?

Melanie will be at FOSDEM in Brussels this weekend.

Mark will be at the Game Developer’s Conference | GDC in March.

07 Feb 2018Open Source TensorFlow with Yifei Feng00:26:22

Yifei Feng talks with Mark and Melanie about working on the open source TensorFlow platform, the recent 1.5 release, and how her team engages and supports the growing community. She provides a great overview of what its like to work on an open source project and ways to get involved especially for anyone new to contributing.

Yifei Feng

Yifei is a software engineer on TensorFlow team. Her main focus is building tools and infractures to help TensorFlow engineers do their best work. She works on release and the open source process of TensorFlow. She also worked on TensorFlow’s high level API and TensorFlow Serving.

Cool things of the week
  • TensorFlow 1.5 Release blog
  • Use Forseti to make sure your Google Kubernetes Engine clusters are updated for Meltdown and Spectre blog
  • GCP arrives in Canada with launch of Montreal region blog
Interview
Question of the week

How do I design identity and access management policies policies for a GCP?

  • Toward effective cloud governance: designing policies for GCP customers large and small blog
Where can you find us next?

Melanie will be at Fat* in New York in Feb.

Mark will be at the Game Developer’s Conference | GDC in March.

14 Feb 2018Machine Learning Bias and Fairness with Timnit Gebru and Margaret Mitchell00:42:42

This week, we dive into machine learning bias and fairness from a social and technical perspective with machine learning research scientists Timnit Gebru from Microsoft and Margaret Mitchell (aka Meg, aka M.) from Google.

They share with Melanie and Mark about ongoing efforts and resources to address bias and fairness including diversifying datasets, applying algorithmic techniques and expanding research team expertise and perspectives. There is not a simple solution to the challenge, and they give insights on what work in the broader community is in progress and where it is going.

Timnit Gebru

Timnit Gebru works in the Fairness Accountability Transparency and Ethics (FATE) group at the New York Lab. Prior to joining Microsoft Research, she was a PhD student in the Stanford Artificial Intelligence Laboratory, studying computer vision under Fei-Fei Li. Her main research interest is in data mining large-scale, publicly available images to gain sociological insight, and working on computer vision problems that arise as a result, including fine-grained image recognition, scalable annotation of images, and domain adaptation. The Economist and others have recently covered part of this work. She is currently studying how to take dataset bias into account while designing machine learning algorithms, and the ethical considerations underlying any data mining project. As a cofounder of the group Black in AI, she works to both increase diversity in the field and reduce the impact of racial bias in the data.

Margaret Mitchell

M. Mitchell is a Senior Research Scientist in Google’s Research & Machine Intelligence group, working on artificial intelligence. Her research involves vision-language and grounded language generation, focusing on how to evolve artificial intelligence toward positive goals. Margaret’s work combines machine learning, computer vision, natural language processing, social media, and insights from cognitive science. Before Google, Margaret was a founding member of Microsoft Research’s “Cognition” group, focused on advancing artificial intelligence, and a researcher in Microsoft Research’s Natural Language Processing group.

Cool things of the week
  • GPS/Cellular Asset Tracking using Google Cloud IoT Core, Firestore and MongooseOS blog
  • GPUs in Kubernetes Engine now available in beta blog
  • Announcing Spring Cloud GCP - integrating your favorite Java framework with Google Cloud blog
Interview
  • PAIR | People+AI Research Initiative site
  • FATE | Fairness, Accountability, Transparency and Ethics in AI site
  • Fat* Conference site & resources
  • Joy Buolamwini site
  • Algorithmic Justice Leaguge site
  • ProPublica Machine Bias article
  • AI Ethics & Society Conference site
  • Ethics in NLP Conference site
  • FACETS site
  • TensorFlow Lattice repo

Sample papers on bias and fairness:

  • Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification paper
  • Facial Recognition is Accurate, if You’re a White Guy article
  • Mitigating Unwanted Biases with Adversarial Learning paper
  • Improving Smiling Detection with Race and Gender Diversity paper
  • Fairness Through Awareness paper
  • Avoiding Discrimination through Casual Reasoning paper
  • Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings paper
  • Satisfying Real-world Goals with Dataset Constraints paper
  • Axiomatic Attribution for Deep Networks paper
  • Monotonic Calibrated Interpolated Look-Up Tables paper
  • Equality of Opportunity in Machine Learning blog

Additional links:

  • Bill Nye Saves the World Episode 3: Machines Take Over the World (includes Margaret Mitchell) site
  • “We’re in a diversity crisis”: Black in AI’s founder on what’s poisoning the algorithms in our lives article
  • Using Deep Learning and Google Street View to Estimate Demographics with Timnit Gebru TWiML & AI podcast
  • Security and Safety in AI: Adversarial Examples, Bias and Trust with Mustapha Cisse TWiML & AI podcast
  • How we can build AI to help humans, not hurt us TED
  • PAIR Symposium conference
Question of the week

“Is there a gcp service that’s cloud identity-aware proxy except for a static site that you host via cloud storage?”

Where can you find us next?

Melanie will be at Fat* in New York in Feb.

Mark will be at the Game Developer’s Conference | GDC in March.

21 Feb 2018Google Play Marketing with Dom Elliott and Stewart Bryson00:31:44

In this episode, Google Play Marketing is the customer of Google Cloud Platform. Melanie and Mark chat with Dom Elliott (Google Play) and Stewart Bryson (Red Pill Analytics) about how they use our big data processing and visualisation tools to introspect what is happening in the Google play ecosystem.

Dom Elliott

Dom Elliott leads global developer marketing communications for Google Play. His goal is to help Android app and game developers improve their app quality and business performance on Google Play, by raising awareness and understanding of features that can help them find success.

Stewart Bryson

Stewart Bryson is the Owner & Co-founder of Red Pill Analytics, a products and services company specializing in Cloud Analytics delivery. Red Pill is 4 years old and has about 30 employees in the US, UK and Brazil. We work with customers to accelerate their use of the public cloud for analytics, including migrating current on-premises workloads. Red Pill Analytics was engaged by Google Play to build the digital channel ingestion processes, as well as build all the Data Studio content for analyzing those channels.

Cool things of the week
  • Easy distributed training with TensorFlow using tf.estimator.train_and_evaluate on Cloud ML Engine blog
  • CI/CD with Less Fluff & More Awesome blog
  • 96 vCPU Compute Engine instances are now generally available announcement site
Interview

Google Play

Question of the week

If you want to be able to unit test your integrations with Kubernetes with client-go, how can you mock what happens inside the cluster in your unit tests?

Where can you find us next?

Melanie will be at Fat* in New York very shortly!

Mark will be at the Game Developer’s Conference | GDC in March.

28 Feb 2018Solution Architects with Miles Ward and Grace Mollison00:34:25

We have the pleasure this week of having the Director of Solutions for Google Cloud Miles Ward and Cloud Solutions Architect Grace Mollison join Mark and Melanie to discuss Solution Architects, what they do and how they interact with Customers at Google Cloud Platform.

Miles Ward

Miles Ward is a three-time technology startup entrepreneur with a decade of experience building cloud infrastructures. Miles is Director of Solutions for Google Cloud; focused on delivering next-generation solutions to challenges in big data and analytics, application migration, infrastructure automation, and cost optimization. He worked as a core part of the Obama for America 2012 “TECH” team, crashed Twitter a few times, helped NASA stream the Curiosity Mars Rover landing, put Skype back online in a pinch, and plays a mean electric sousaphone.

Grace Mollison

Based in London, UK, Grace Mollison is a Cloud Solutions Architect where she helps customers to understand how to apply policies to their Google cloud platform environments as well as how to architect and deploy applications on the Google Cloud platform. In her spare time she spends time attempting to teach her international team how to speak the Queens english! Before Google Grace was a Solutions Architect at AWS where she worked with the AWS ecosystem and customers to ensure well architected solutions.

Cool things of the week
  • We have awesome new intro and outro music. Did you notice?
  • The thing is … Cloud IoT Core is now generally available blog site
  • JupyterLab is Ready for Users blog github
  • Announcing Google Cloud Spanner as a Vault storage backend blog
  • How to handle mutating JSON schemas in a streaming pipeline, with Square Enix blog
  • FAT* livestream
Interview
Question of the week

How do I get a Docker image into Minikube without uploading it to an external registry and then downloading it all over again? Is there an easy way to do this locally?

Where can you find us next?

Mark will be at the Game Developer’s Conference | GDC in March.

07 Mar 2018Cloud AI with Dr. Fei-Fei Li00:30:59

Dr. Fei-Fei Li, the Chief Scientist of AI/ML at Google joins Melanie and Mark this week to talk about how Google enables businesses to solve critical problems through AI solutions. We talk about the work she is doing at Google to help reduce AI barriers to entry for enterprise, her research with Stanford combining AI and health care, where AI research is going, and her efforts to overcome one of the key challenges in AI by driving for more diversity in the field.

Dr. Fei-Fei Li

Dr. Fei-Fei Li is the Chief Scientist of AI/ML at Google Cloud. She is also an Associate Professor in the Computer Science Department at Stanford, and the Director of the Stanford Artificial Intelligence Lab. Dr. Fei-Fei Li’s main research areas are in machine learning, deep learning, computer vision and cognitive and computational neuroscience. She has published more than 150 scientific articles in top-tier journals and conferences, including Nature, PNAS, Journal of Neuroscience, CVPR, ICCV, NIPS, ECCV, IJCV, IEEE-PAMI, etc. Dr. Fei-Fei Li obtained her B.A. degree in physics from Princeton in 1999 with High Honors, and her PhD degree in electrical engineering from California Institute of Technology (Caltech) in 2005. She joined Stanford in 2009 as an assistant professor, and was promoted to associate professor with tenure in 2012. Prior to that, she was on faculty at Princeton University (2007-2009) and University of Illinois Urbana-Champaign (2005-2006). Dr. Li is the inventor of ImageNet and the ImageNet Challenge, a critical large-scale dataset and benchmarking effort that has contributed to the latest developments in deep learning and AI. In addition to her technical contributions, she is a national leading voice for advocating diversity in STEM and AI. She is co-founder of Stanford’s renowned SAILORS outreach program for high school girls and the national non-profit AI4ALL. For her work in AI, Dr. Li is a speaker at the TED2015 main conference, a recipient of the IAPR 2016 J.K. Aggarwal Prize, the 2016 nVidia Pioneer in AI Award, 2014 IBM Faculty Fellow Award, 2011 Alfred Sloan Faculty Award, 2012 Yahoo Labs FREP award, 2009 NSF CAREER award, the 2006 Microsoft Research New Faculty Fellowship and a number of Google Research awards. Work from Dr. Li’s lab have been featured in a variety of popular press magazines and newspapers including New York Times, Wall Street Journal, Fortune Magazine, Science, Wired Magazine, MIT Technology Review, Financial Times, and more. She was selected as a 2017 Women in Tech by the ELLE Magazine, a 2017 Awesome Women Award by Good Housekeeping, a Global Thinker of 2015 by Foreign Policy, and one of the “Great Immigrants: The Pride of America” in 2016 by the Carnegie Foundation, past winners include Albert Einstein, Yoyo Ma, Sergey Brin, et al.

Cool things of the week
  • Terah Lyons appointed founding executive director of Partnership on AI article & site
  • Fully managed export and import with Cloud Datastore now generally available blog
  • How Color uses the new Variant Transforms tool for breakthrough clinical data science with BigQuery blog & repo
  • Google Cloud and NCAA team up for a unique March Madness copmetition hosted on Kaggle blog
Interview

Additional sample resources on Dr. Fei-Fei Li:

  • Citations site
  • Stanford Vision Lab site
  • Fei-Fei Li | 2018 MAKERS Conference video
  • Google Cloud’s Li Sees Transformative Time for Enterprise video
  • Past, Present and Future of AI / Machine Learning Google I/O video
  • Research Symposium 2017 - Morning Keynote Address at Harker School video
  • How we’re teaching computers to understand pictures video
  • Melinda Gates and Fei-Fei Li Want to Liberate AI from “Guy with Hoodies” article

Dr. Fei-Fei Li

Question of the week

Where can I learn more about machine learning?

Listing of some of the many resources out there in no particular order:

  • How Google does Machine Learning coursera
  • Machine Learning with Andrew Ng coursera and Deep Learning Specialization coursera
  • fast.ai site
  • Machine Learning with John W. Paisley edx
  • Machine Learning Columbia University edx
International Women’s Day March 8th

International Women’s Day site covers information on events in your area, and additional resources.

Sample of recent women in tech events to keep on radar for next year:

  • Women Techmakers site
  • Lesbians Who Tech site
  • Women in Data Science Conference site
Where can you find us next?

Mark will be at the Game Developer’s Conference | GDC in March.

14 Mar 2018OpenCensus with Morgan McLean and JBD00:30:01

Product Manager Morgan McLean and Software Engineer JBD join Melanie and Mark this week to discuss the new open source project OpenCensus, a single distribution of libraries for metrics and distributed tracing with minimal overhead that allows you to export data to multiple backends.

Morgan McLean

Morgan McLean is the Product Manager for Tracing, Debugging, and Profiling at Google, including OpenCensus

JBD

JBD leads the OpenCensus Go and our integrations with other projects.

Cool things of the week
  • Introducing Agones: Open-source, multiplayer, dedicated game-server hosting built on Kubernetes blog github
  • TensorFlow 1.6 release summit
  • TensorFlow Object Detection on iOS youtube
  • Optimizing your Cloud Storage performance: Google Cloud Performance Atlas blog
  • Introducing GCP’s new interactive CLI blog docs
Interview

OpenCensus

Question of the week

I heard there are abilities to natively extend Kubernetes - what does that mean, and also how do I do that?

Where can you find us next?

Mark will be at the Game Developer’s Conference | GDC in March. You can find him via the Google at GDC 2108 site.

21 Mar 2018NVIDIA and Deep Learning Research with Bryan Catanzaro00:43:52

Bryan Catanzaro, the VP Applied Deep Learning Research at NVIDIA, joins Mark and Melanie this week to discuss how his team uses applied deep learning to make NVIDIA products and processes better. We talk about parallel processing and compute with GPUs as well as his team’s research in graphics, text and audio to change how these forms of communication are created and rendered by using deep learning.

This week we are also joined by a special co-host, Sherol Chen who is a developer advocate on GCP and machine learning researcher on Magenta at Google. Listen at the end of the podcast where Mark and Sherol chat about all things GDC.

Bryan Catanzaro

Bryan Catanzaro is VP of Applied Deep Learning Research at NVIDIA, where he leads a team solving problems in domains ranging from video games to chip design using deep learning. Bryan earned his PhD from Berkeley, where he focused on parallel computing, machine learning, and programming models. He earned his MS and BS from Brigham Young University, where he worked on higher radix floating-point representations for FPGAs. Bryan worked at Baidu to create next generation systems for training and deploying deep learning models for speech recognition. Before that, he was a researcher at NVIDIA, where he worked on programming models for parallel processors, as well as libraries for deep learning, which culminated in the creation of the widely used CUDNN library.

Cool things of the week
  • NVIDIA Tesla V100s coming to Google Cloud site
  • Automatic Serverless Deployment with Cloud Source Repositories blog
  • Magenta site
    • NSynth Super site
    • MusicVAE site
    • Making music using new sounds generated with machine learnnig blog
  • Building Blocks of Interpretability blog
Interview
  • NVIDIA site
  • NVIDIA GPU Technology Conference (GTC) site
  • CUDA site
  • cuDNN site
  • NVIDIA Volta site
  • NVIDIA Tesla P4 docs
  • NVIDIA Tesla V100s site
  • Silicon Valley AI Lab Baidu Research site
  • ICML: International Conference on Machine Learning site
  • CVPR: Computer Vision and Pattern Recognition Conference site

Referenced Papers & Research:

  • Deep learning with COTS HPC System paper
  • Building High-level Features Using Large Scale Unsupervised Learning paper
  • OpenAI Learning to Generate Reviews and Discovering Sentiment paper
  • Progressive Growing of GANs for Improved Quality, Stability, and Variation paper and CelebA dataset
  • High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs paper
  • Deep Image Prior site
  • How a Japanese cucumber farmer is using deep learning and TensorFlow blog

Sample Talks:

  • Future of AI Hardware Panel video
  • High Performance Computing is Supercharging AI blog/video
  • AI Podcast: Where is Deep Learning Going Next? blog/video

Sample Resources:

  • Coursera How Google does Machine Learning site
  • NVIDIA Deep Learning Institute site
  • Udacity AI Nanodegree site
  • Kaggle site
  • TensorFlow site
  • PyTorch site
  • Keras site
Question of the week

What to watch out for and get involved in at the Game Developers Conference (GDC) this year and in the future?

  • International Grame Developers Association (IGDA) site
  • Fellowship of GDC Parties site
  • ALtCtrlGDC site
  • Experimental Gameplay Workshop site
  • Women in Games International (WIGI) site
  • Blacks in Gaming (BIG) site
  • Serious Games (SIGs) site
  • What’s New in Firebase and Google Cloud Platform for Games site
  • Summits to Checkout:
    • AI Game Developers Summit site
    • Game Narrative Summit site
    • Independent Games Summit site
  • Additional Advice:
    • The first two days are summits which are great because topic focused
    • Expo floor takes a good hour to get through
    • WIGI, BIG and SIGs (Google and Microsoft) have the best food
    • GDC is composed of various communities
    • Bring business cards
    • Check out post-mortems
  • Favorite Games:
  • Games Mark & Sherol are currently playing:
    • Hearthstone site
    • Dragon Age Origins wiki
Where can you find us next?

Mark and Sherol are at the Game Developer’s Conference (GDC). You can find them via the Google at GDC 2018 site.

Sherol will be at TensorFlow Dev Summit speaking about machine learning research and creativity next week.

28 Mar 2018Forseti with Nenad Stojanovski and Andrew Hoying00:32:08

Nenad Stojanovski and Andrew Hoying join Mark and Melanie this week to discuss Forseti - open source tools for Google Cloud Platform security.

Nenad Stojanovski

Staff Security Engineer, Spotify

Andrew Hoying

Andrew Hoying is a Senior Security Engineer at Google. His goal is to ensure all services built by Google and running on Google Cloud Platform have the same, or better, security assurances as services running in any other environment. He is also a top contributor to the Forseti Security open-source project, helping enterprises monitor and secure their GCP environments.

Cool things of the week
  • Shopify’s Infrastructure Collaboration with Google blog
  • Kubernetes Engine Private Clusters now available in beta blog
  • Easy HPC clusters on GCP with Slurm blog
  • Understand your spending at a glance with Google Cloud Billing reports beta blog
Interview

Forseti Security

Question of the week

How do I automatically scan the Docker images in your Google Cloud Repository for known vulnerabilities?

  • Scanning Vulnerabilities in Docker images blog
  • Container Registry Vulnerability Scanning docs
Where can you find us next?
04 Apr 2018Kontributing to Kubernetes with Paris Pittman and Garrett Rodrigues00:32:04

Paris Pittman and Garrett Rodrigues join Mark and Melanie to discuss the Contributor Experience on Kubernetes, and how people can get involved with Kubernetes!

Paris Pittman

Co-Chair of Contributor Experience Special Interest Group for Kubernetes.
Bay Area Kubernetes Meetup Co-Organizer

Paris is a Developer Relations Program Manager on the Google Cloud Open Source Strategy team focusing on Kubernetes Community. She has 13 years of professional experience in attracting, retaining, growing, and incentivizing engineering talent for organizations and open source projects. She has also been organizing communities in one form or another for over 20 years, and at one point ran enough hackathons and meetups to subsist solely on the free pizza leftovers.

Garrett Rodrigues

Technical Lead of the Contributor Experience SIG for Kubernetes.

Garrett is a Technical Program Manager at Google, and he joined the Kubernetes and GKE Team at Google in June 2016. As a lead of ContribX, he has focused on scaling the Kubernetes project in a sustainable way. Garrett developed a lot of the tooling and automation to support OSS code review, issue triage, and data collection about the project. In addition to his work on Contributor Experience, Garrett is currently involved with the app-def working group to get a new declarative application management tool released.

Cool things of the week
  • Highlights from the TensorFlow Developer Summit, 2018 blog
  • TensorFlow Hub site
  • Announcing TensorRT integration with TensorFlow 1.7 blog
  • Announcing Google Cloud Security Talks during RSA Conference 2018 blog
  • Exploring container security: An overview blog
  • How to run Windows Containers on Compute Engine blog
Interview
Question of the week

If I need to temporarily increases the power of a Cloud Shell, how do I do that?

Where can you find us next?
11 Apr 2018Project Jupyter with Jessica Forde, Yuvi Panda and Chris Holdgraf00:47:20

Jessica Forde, Yuvi Panda and Chris Holdgraf join Melanie and Mark to discuss Project Jupyter from it’s interactive notebook origin story to the various open source modular projects it’s grown into supporting data research and applications. We dive specifically into JupyterHub using Kubernetes to enable a multi-user server. We also talk about Binder, an interactive development environment that makes work easily reproducible.

Jessica Forde

Jessica Forde is a Project Jupyter Maintainer with a background in reinforcement learning and Bayesian statistics. At Project Jupyter, she works primarily on JupyterHub, Binder, and JuptyerLab to improve access to scientific computing and scientific research. Her previous open source projects include datamicroscopes, a DARPA-funded Bayesian nonparametrics library in Python, and density, a wireless device data tool at Columbia University. Jessica has also worked as a machine learning researcher and data scientist in a variety of applications including healthcare, energy, and human capital.

Yuvi Panda

Yuvi Panda is the Project Jupyter Technical Operations Architect in the UC Berkeley Data Sciences Division. He works on making it easy for people who don’t traditionally consider themselves “programmers” to do things with code. He builds tools (e.g., Quarry, PAWS, etc.) to sidestep the list of historical accidents that constitute the “command line tax” that people have to pay before doing productive things with computing.

Chris Holdgraf

Chris Holdgraf is a is a Project Jupyter Maintainer and Data Science Fellow at the Berkeley Institute for Data Science and a Community Architect at the Data Science Education Program at UC Berkeley. His background is in cognitive and computational neuroscience, where he used predictive models to understand the auditory system in the human brain. He’s interested in the boundary between technology, open-source software, and scientific workflows, as well as creating new pathways for this kind of work in science and the academy. He’s a core member of Project Jupyter, specifically working with JupyterHub and Binder, two open-source projects that make it easier for researchers and educators to do their work in the cloud. He works on these core tools, along with research and educational projects that use these tools at Berkeley and in the broader open science community.

Cool things of the week
Interview
  • Jupyter site
  • JupyterHub github
  • Binder site and docs
  • JupyterLab site
  • Kubernetes site github
  • Jupyter Notebook github
  • LIGO (Laser Interferometer Gravitational-Wave Observatory) site and binder
  • Paul Romer, World Bank Chief Economist blog and jupyter notebook
  • The Scientific Paper is Obsolete article
  • Large Scale Teaching Infrastructure with Kubernetes - Yuvi Panda, Berkeley University video
  • Data 8: The Foundations of Data Science site
  • Zero to JupyterHub site
  • JupyterHub Deploy Docker github
  • Jupyter Gitter channels
  • Jupyter Pop-Up, May 15th site
  • JupyterCon, Aug 21-24 site
Question of the week

How did Google’s predictions do during March Madness?

Where can you find us next?
18 Apr 2018Post-Quantum Cryptography with Nick Sullivan and Adam Langley00:42:04

Nick Sullivan, and Adam Langley join Melanie and Mark to provide a pragmatic view on post-quantum cryptography and what it means to research security for the potential of quantum computing. Post-quantum cryptography is about developing algorithms that are resistant to quantum computers in conjunction with “classical” computers. It’s about looking at the full picture of potential threats and planning on how to address them using a diversity of types of mathematics in the research. Adam and Nick help clarify the different terminology and techniques that are applied in the research and give a practical understanding of what to expect from a security perspective.

Nick Sullivan

Nick Sullivan runs the cryptography team at Cloudflare, an internet security and performance company.

Adam Langley

Adam Langley is a Principal Software Engineer at Google, responsible for a variety of cryptography-related efforts.

Cool things of the week
  • Google IO site & IO Extended Events site
  • App Engine Turns 10 blog
  • Introducing Stackdriver APM & Stackdriver Profiler blog & article
  • Smart Parking story:
    • Cloud-native architecture with serverless microservices blog part1
    • Implementing an event-driven architecture on serverless blog part2
    • What we learned doing serverless blog part3
    • Episode 102 Smart Parking and IoT Core with Brian Granatir podcast
Interview

Additional References / Resources:

Question of the week

How to stream realtime coding?

Where can you find us next?
  • San Francisco
25 Apr 2018VP of Infrastructure Eric Brewer00:35:11

VP of Infrastructure at Google Cloud Eric Brewer, talks to Melanie and Mark all about open source at Google Cloud, distributed systems, hybrid cloud, and more!

Eric Brewer

Eric Brewer is the main inventor of a wireless networking scheme called WiLDNet, which promises to bring low-cost connectivity to rural areas of the developing world. He is a tenured professor of Computer Science at UC Berkeley. In 1996, Brewer co-founded Inktomi Corporation (bought by Yahoo! in 2003) and became a paper billionaire during the dot-com bubble. Working with Bill Clinton, he helped to create USA.gov, which launched in 2000.[1] He is known for formulating the CAP Theorem about distributed network applications in the late 1990s.[2] Starting in May 2011 he has been on a sabbatical at Google as VP of Infrastructure.[3]

Credits: Wikipedia

Cool things of the week
  • Google Cloud Next site
    • Google Cloud Next London site
    • Google Cloud Next Tokyo site
  • Cloud SQL for PostgreSQL now generally available and ready for your production workloads blog
  • Calling C functions from BigQuery with Web Assembly blog
    • BigQuery beyond SQL and JS: Running C and Rust code at scale blog
  • Kubernetes best practices: How and why to build small container images blog youtube
Interview
Question of the week

If I want to visualise the network traffic between pods/services within my Kubernetes cluster, is there an easy way to do this?

Where can you find us next?

Mark can be found streaming Agones development on Twitch, and will be presenting on Agones at Cloud Next.

Melanie will be presenting at the internet2 Global Summit, May 9th in San Diego, and will also be talking at the Understand Risk Forum on May 17th, in Mexico City.

02 May 2018Open Source at Google Cloud Platform with Sarah Novotny00:38:12

Mark and Melanie are joined by Sarah Novotny, Head of Open Source Strategy for Google Cloud Platform, to talk all about Open Source, the Cloud Native Compute Foundation and their relationships to Google Cloud Platform.

Sarah Novotny

Sarah Novotny leads an Open Source Strategy group for Google Cloud Platform. She has long been an Open Source community champion in communities such as Kubernetes, NGINX and MySQL and ran large scale technology infrastructures at Amazon before web-scale had a name. In 2001, she co-founded Blue Gecko, which was sold to DatAvail in 2012. She is a program chair emeritus for O’Reilly Media’s OSCON.

Cool things of the week
  • Now live in Tokyo: using TensorFlow to predict taxi demand blog
  • Kubernetes best practices: Organizing with Namespaces blog youtube
  • Announcing Open Images V4 and the ECCV 2018 Open Images Challenge blog dataset challenge
  • Introducing Kubernetes Service Catalog and Google Cloud Platform Service Broker: find and connect services to your cloud-native apps blog docs
  • Julia Evans - zines store
Interview
  • Kubernetes site
  • Node.js Foundation board of directors
  • Tensorflow site
  • gRPC site
  • Apache Beam site
  • Google Kubernetes Engine site
  • Forseti site podcast
  • Cloud Native Compute Foundation site
  • Cloud Native Computing Foundation Announces Kubernetes® as First Graduated Project blog
  • NTP’s Fate Hinges On ‘Father Time’ article
  • Open Container Initiative site
  • Fireside chat: building on and contributing to Google’s open source projects Google I/O
Question of the week

Mark broke SSH access to his Compute Engine instance by accidentally removing the GCP linux guest environment. How did he fix it?

  • Installing the Linux Guest Environment via Clone Root Disk & Use Startup Script docs
Where can you find us next?

Mark can be found streaming Agones development on Twitch and finished his blog series on scaling game servers on Kubernetes.

Melanie will be speaking at the internet2 Global Summit, May 9th in San Diego, and will also be talking at the Understand Risk Forum on May 17th, in Mexico City.

09 May 2018Beam and Spark with Holden Karau00:34:44

Holden Karau is on the podcast this week to talk all about Spark and Beam, two open source tools that helps process data at scale, with Mark and Melanie.

Holden Karau

Holden Karau is a transgender Canadian open source developer advocate @ Google with a focus on Apache Spark, BEAM, and related “big data” tools. She is the co-author of Learning Spark, High Performance Spark, and another Spark book that’s a bit more out of date. She is a commiter on and PMC on Apache Spark and committer on SystemML & Mahout projects. She was tricked into the world of big data while trying to improve search and recommendation systems and has long since forgotten her original goal.

Cool things of the week
  • Twitter’s collaboration with Google Cloud blog & tweet
  • Kaggle CERN TrackML Particle Tracking Challenge Competition site
  • Open-sourcing gVisor, a sandboxed container runtime blog & repo
  • Announcing Stackdriver Kubernetes Monitoring blog
  • MLPerf: collaborative effort to standardize ML benchmarks site
Interview

Upcoming Talks:

Question of the week

I have a continuous integration build process setup with Container Builder, but it’s all sequential. I want to speed things up by processing parts of it in parallel. How do I do that?

  • Configure Build Step Order docs
Where can you find us next?

Mark can be found streaming Agones development on Twitch.

Melanie is speaking at the internet2 Global Summit, May 9th in San Diego, and will also be talking at the Understand Risk Forum on May 17th, in Mexico City.

Special shout out: Google I/O and PyCon are both happening this week

16 May 2018SRE vs Devops with Liz Fong-Jones and Seth Vargo00:35:42

This week is a clash of titans! Liz Fong-Jones and Seth Vargo join Mark and Melanie, to battle out on which is better: SRE or Devops (hint - everyone wins!).

Liz Fong-Jones

Liz is a Staff Site Reliability Engineer at Google and works on the Google Cloud Customer Reliability Engineering team in New York. She has worked on services ranging from Google Flights to Cloud Bigtable in her 10+ years at Google. She lives with her wife, metamour, and a Samoyed/Golden Retriever mix in Brooklyn. In her spare time, she plays classical piano, leads an EVE Online alliance, and advocates for transgender rights.

Seth Vargo

Seth Vargo is a Developer Advocate at Google. Previously he worked at HashiCorp, Chef Software, CustomInk, and a few Pittsburgh-based startups. He is the author of Learning Chef and is passionate about reducing inequality in technology. Seth is an active member of the DevOps community and has written thought-leader-y pieces such as the 10 Myths of DevOps.

Cool things of the week
Interview
Question of the week

I’m a researcher at a regionally accredited academic institution and I need compute resources. Does Google Cloud have any programs that can help me out?

  • Google Cloud Platform announces new credits program for researchers blog faq
Where can you find us next?

Mark will be speaking at the Monthly SF Game Development Community, presenting on You Can’t Just Add More Servers on May the 30th in San Francisco.

Melanie is speaking at the Understand Risk Forum on May 17th, in Mexico City.

23 May 2018Decision Intelligence with Cassie Kozyrkov00:39:34

Chief Decision Scientist, Cassie Kozyrkov joins Mark and Melanie this week to explain data science, analytics, machine learning and statistical inference, in relation to decision intelligence.

Cassie Kozyrkov

As Chief Decision Scientist at Google Cloud, Cassie advises leadership teams on decision process, AI strategy, and building data-driven organizations. She works to democratize statistical thinking and machine learning so that everyone - Google, its customers, the world! - can harness the beauty and power of data. She is the innovator behind the practice of Decision Intelligence Engineering at Google and she has personally trained over 15,000 Googlers in machine learning, statistics, and data-driven decision-making. Before her current role, she served in Google’s Office of the CTO as Chief Data Scientist. Prior to joining Google, Cassie worked as a data scientist and consultant. She holds degrees in mathematical statistics, economics, psychology, and cognitive neuroscience. When she’s not working, you’re most likely to find Cassie at the theater, in an art museum, exploring the world, or curled up with a good novel.

Cool things of the week
  • Cloud ML Engine adds Cloud TPU support for training blog docs
  • Google Kubernetes Engine 1.10 is generally available and ready for the enterprise blog
  • Introducing ultramem Google Compute Engine machine types blog
  • Increase performance while reducing costs with the new App Engine scheduler blog docs
Interview

There are several other episodes that provide insights into data science:

  • #31 TensorFlow with Eli Bixby podcast
  • #84 Kaggle with Wendy Kan podcast
  • #109 Cloud AutoML Vision with Amy Unruh and Sara Robinson podcast
  • #113 Open Source TensorFlow with Yifei Feng podcast
  • #122 Project Jupyter with Jessica Forde, Yuvi Panda and Chris Holdgraf podcast

As well as case studies on real world problems:

  • #91 The Future of Media with Machine Learning with Amit Pande podcast
  • #115 Google Play Marketing with Dom Elliott and Stewart Bryson podcast
Question of the week

How can I secure my Google Cloud Platoform acount using a YubiKey?

  • Securing your Cloud Platform Account with Security Keys docs
  • Encrypting Google Application Default and gcloud credentials with GPG SmardCard blog
Where can you find us next?

Mark will be speaking at the Monthly SF Game Development Community, presenting on You Can’t Just Add More Servers on May the 30th in San Francisco.

Melanie is speaking at a joint WiMLDS and PyLadies event “Paths to Data Science” on June 26th. More details to come.

30 May 2018Developer Relations with Mandy Waite00:36:06

Mandy Waite joins Mark and Melanie to share what is developer relations and how trust and empathy are key to its success. We discuss meeting developers where they are and the wide variety of differing communities that exist across the technology ecosystem.

Mandy Waite

Mandy Waite has worked at Google for nearly 8 years, 6 of which have been spent growing and nurturing the Cloud Advocacy team. She heads up the Infrastructure and Ops Advocacy team in Google Cloud with a focus on Cloud Native, DevOps, SRE, Observability and Security.

Cool things of the week
  • Better cost control with Google Cloud Billing programmatic notifications blog
  • Music in Motion: a Firebase and IoT story blog
  • Google Cloud Codelabs and Challenges codelabs
  • Kubernetes Podcast site and blog
Interview
  • Google Cloud Platform site
  • #46 Borg and K8s with John Wilkes podcast
  • #118 OpenCensus with Morgan McLean and JBD podcast
  • Felipe Hoffa & BigQuery reddit, blog and podcast
  • Livestreaming with Jen Tong Twitch, Holden Karau Twitch, and Chris Broadfoot Twitch
  • Ben Treynor on What is ‘Site Reliability Engineering’ interview
  • Solomon Hykes at dotScale on Docker video
  • Istio site and #85 Istio with Varun Talwar and Sven Mawson podcast
  • Kubernetes site
  • Docker site
  • The Core Competencies of Developer Relations blog
Question of the week

Where do I go to learn about GDPR in regards to Google Cloud Platform?

  • Google Cloud: Ready for GDPR blog
  • Google Cloud & the General Data Protection Regulation site
Where can you find us next?

Mark is speaking at the Monthly SF Game Development Community, presenting on You Can’t Just Add More Servers on May the 30th in San Francisco.

Melanie is speaking at a joint WiMLDS and PyLadies event “Paths to Data Science” on June 26th. More details to come.

17 Feb 2016Firebase with Sara Robinson and Vikrum Nijjar00:31:00

In the thirteenth episode of this podcast, your hosts Francesc and Mark interview Sara Robinson and Vikrum Nijjar. Sara is now a Developer Advocate for Google Cloud Platform but was part of Firebase until recently, and Vikrum - Firebase employee #1 - works as a Site Reliance Engineer (SRE) for Firebase. Together they discuss the origins, features, and future of Firebase.

About Sara

Sara is a Developer Advocate on Google’s Cloud Platform team, where she helps with developer relations through online content, outreach and events. She has a bachelor’s degree in Business and International Studies from Brandeis University. When she’s not programming, she can be found running, listening to country music, or finding the best ice cream in SF.

Follow Sara on Twitter @SRobTweets.

About Vikrum

Vikrum is a Bay Area native and SWE-SRE on the Firebase team. He started out with startups in the 90s with Speedera and has been with Firebase as employee #1 as they were going through YCombinator during the summer of 2011. He has a degree in CS from UC San Diego and enjoys a deep conspiracy with his boba tea.

Follow Vikrum on Twitter at @Vikrum5000.

Cool thing of the week
  • CP100A: Google Cloud Platform Foundations courses.
Interview
Question of the week
06 Jun 2018Data Science with Juliet Hougland and Michelle Casbon00:45:00

Juliet Hougland and Michelle Casbon are on the podcast this week to talk about data science with Melanie and Mark. We had a great discussion about methodology, applications, tools, pipelines, challenges and resources. Juliet shared insights into the unique data science ownership workflow from idea to deployment at Stitch Fix, and Michelle dove into how Kubeflow is playing a role to help drive reliability in model development and deployment.

Juliet Hougland

Juliet Hougland leads the Workflow, Environment, and Execution team at Stichfix. She is a data scientist and engineer with expertise in computational mathematics and years of hands-on machine learning and big data experience. She has built and deployed production ML models, advised Fortune 500 companies on infrastructure and worked on a variety of open source projects (Apache Spark, Scalding, and Kiji) at the intersection of big data and machine learning.

Michelle Casbon

Michelle Casbon is a Senior Engineer on the Google Cloud Platform Developer Relations team, where she focuses on open source contributions and community engagement for machine learning and big data tools. Prior to joining Google, she was at several San Francisco-based startups as a Senior Engineer and Director of Data Science. Within these roles, she built and shipped machine learning products on distributed platforms using both AWS and GCP. Michelle’s development experience spans more than a decade and has primarily focused on multilingual natural language processing, system architecture and integration, and continuous delivery pipelines for machine learning applications. She especially loves working with open source projects and is an active contributor to Kubeflow. Michelle holds a masters degree from the University of Cambridge.

Cool things of the week
  • Sandeep Dinesh: Kubernetes Best Practices YouTube
  • CNCF TOC voted to accept Helm as an incubation-level hosted project to CNCF site
  • Andriod P in Beta blog
  • Agones 0.2.0 site
  • Securing cloud-connected devices with Cloud IoT and Microchip blog
Interview
Question of the week

If I have written a gRPC Service, but I’m using a language/platform that isn’t supported - is there any way I can access it as REST?

Where can you find us next?

Mark is speaking at the San Francisco Kubernetes Meetup: Scaling Game Servers and the Conduit Service Mesh on June 14th.

Melanie is speaking at a joint WiMLDS and PyLadies event “Paths to Data Science” on June 26th and Stanford AI4ALL on June 28th.

11 Jun 2018Actions on Google with Mandy Chan00:34:46

This week is all about Voices! 🎶🎤🔊 Mandy Chan joins Melanie and Mark to discuss the intricacies of building user Voice user interfaces with Actions on Google, developing with SSML and more!

Mandy Chan

Mandy Chan is the developer community manager for the Actions On Google team. Her role is to help expand the funnel of the Actions on Google developer community by creating practical tools and content like http://bit.ly/aog-codelab-1 and http://bit.ly/aog-codelab-2

Mandy began to build voice applications back in early 2016, and since then, she has built more than a dozen Voice Applications on Actions On Google and other platforms. One of her most frequently downloaded open source projects is called the SSML-Builder which creates well-formed Speech Synthesis Markup Language without worrying about string concatenation. You can learn more about her open source project on http://bit.ly/ssml-build

When she is not pondering about how to improve the developer experience, you can find her hiking at mountains or learning new magic tricks. You can also learn more about Mandy by following @MandyChanNYC

Cool things of the week
  • AI at Google: our principles blog
  • Incorporating Google’s AI Principles into Google Cloud blog
  • Deploying to Google Kubernetes Engine blog
  • Fighting fire with machine learning: two students use TensorFlow to predict wildfires blog
  • Together, we can help Puerto Rico recover donation match
  • Introducing sole-tenant nodes for Google Compute Engine — when sharing isn’t an option blog docs
Interview
Question of the week

I want to push a Docker image to Google Container Registry via docker push. How can I set things up so that I don’t have to use gcloud docker -- push every time?

  • Pushing and Pulling Images docs
  • Authentication Methods docs
Where can you find us next?

Mark is speaking at the San Francisco Kubernetes Meetup: Scaling Game Servers and the Conduit Service Mesh on June 14th, and also speaking at the Online Kubernetes Community Meeting on the 21st of June, at 10am Pacific.

Melanie is speaking at a joint WiMLDS and PyLadies event “Paths to Data Science” on June 26th and Stanford AI4ALL on June 28th.

20 Jun 2018Hand Talk with Thadeu Luz00:32:42

Thadeu Luz from Hand Talk shares with Melanie and Mark how the free Hand Talk education application translates and interprets spoken and written Portuguese into Brazilian Sign Language (aka LIBRAS or BSL). The application uses an animated avatar Hugo to deliver the signs through gestures and facial expressions and its built off of a statistical machine translation system and Firebase. Future plans include expanding into other languages with a priority on ASL and they welcome support.

Thadeu Luz

Thadeu Luz is entrepreneur, data scientist and full-stack engineer with a background in 3D Animation, Video Compositing and Architecture. In early 2018 I have joined the Google Developers Experts program as a Firebase Expert. He’s CPO and founder of Hand Talk, an internationally decorated company that produces automatic sign language interpretation with the help of a friendly virtual 3D Character named Hugo.

Cool things of the week
  • Our video for NEXT video
  • First research center in Ghana blog
  • GCP in Finland blog
  • AI Adventures BigQuery and Open Datasets video
  • Dockercon and value of childcare at conferences tweet
  • What is going on in Unite Berlin 2018 blog & Powering up Conncected Game Development blog
Interview
  • Hand Talk site & video
  • Firebase Hosting site docs
  • Cloud Functions for Firebase site docs
  • Cloud Functions for Firebase Sample Library github
  • Launchpad Studio site and podcast
  • TensorFlow.js site
  • ML Kit for Firebase site & podcast coming next week
  • Serve Dynamic Content with Cloud Functions docs
  • Google Translate Community site
  • Cloud Machine Learning Engine docs

Hand Talk

Question of the week

What DOES a Go developer need to know about GCP?

Where can you find us next?

Mark is speaking at the Online Kubernetes Community Meeting on the 21st of June, at 10am Pacific.

Melanie is speaking at a joint WiMLDS and PyLadies event “Paths to Data Science” on June 26th and Stanford AI4ALL on June 28th.

27 Jun 2018ML Kit with Brahim Elbouchikhi and Sachin Kotwani00:32:18

Brahim Elbouchikhi and Sachin Kotwani talk with Melanie and Mark about Firebase’s ML Kit and how it enables machine learning on mobile and cloud apps. We delve into why ML Kit was developed, how it makes machine learning easier, what it’s used for now and plans for the future.

Sachin Kotwani

Sachin Kotwani is a product manager with a special passion for making software development easy and fun. He has worked on several teams at Google, including Google Cloud, Play, and now Firebase. Before joining product management he worked worked as a strategy & ops manager in Google’s Sales organization, and prior to Google, he worked in finance at Amazon.

He holds an MBA from Carnegie Mellon University, and dual bachelor’s degrees in Business Management and Computer Science from the University of Missouri - Columbia.

His hobbies include traveling with his family, chasing his daughter around the house, and tinkering with mobile apps and backends.

Brahim Elbouchikhi

Brahim Elbouchikhi is a Group Product Manager on the Android team. On Android, Brahim is responsible for developer and consumer facing ML products, including Camera and developer SDKs. Prior to Android, Brahim led Daydream’s software team. Brahim was also a founding PM of the Google Play store where he led monetization, search, and discovery. Brahim holds an MBA from the Stanford Graduate School of Business and a BS in Computer Science and Engineering from UCLA. Brahim has also worked at Amazon and Deloitte in addition to starting a company in the past.

Cool things of the week
  • Our 10th Doodle 4 Google winner is dino-mite blog
  • Google Podcasts now on Android blog
  • Machine Learning with TensorFlow on Google Cloud Platform Specialization site
  • Introducing Cloud Dataflow’s new Streaming Engine blog
  • ML Explorer: talking and listening with Google Cloud blog
    • #131 Actions on Google with Mandy Chan podcast
Interview
Question of the week

What is a Developer Programs Engineer?

  • Developer Programs Engineer — Say What!? blog
  • Franziska Hinkelmann twitter
Where can you find us next?

Mark is going to the Unity Hackweek. Read how Google Cloud is teaming up with Unity for gaming blog

Melanie is speaking at Stanford AI4ALL on June 28th.

We’ll both be at Cloud NEXT!

04 Jul 2018Connected Games with Unity and Google Cloud with Brett Bibby and Micah Baker00:27:49

Happy 4th of July! Today, Melanie and Mark go in depth with Brett Bibby and Micah Baker to learn more about Unity and its new strategic alliance with Google Cloud. We explore how an alliance between Google Cloud and Unity means easier development for game creators and better gaming for fans.

Brett Bibby

Brett Bibby is Unity’s Vice President, Engineering. Prior to his current role, Brett served as a Field Engineering and Evangelist at Unity consulting with developers throughout Southeast Asia, Australia, India, and greater Asia. Before Unity, Brett founded and ran a game studio developing console titles, and has more than 30 years of experience developing games and game engine technology.

Micah Baker

As Product Manager leading the strategy for Gaming on the Google Cloud Platform, Micah is committed to enabling developers to realize their vision for great games. An avid gamer on all major platforms, he never hesitates to get involved in games that were built with a passion for immersive storytelling, innovative multiplayer experiences, and breathtaking artwork.

Cool things of the week
  • The 2018 World Cup Visualized: All the Goals So Far site
  • Why we believe in an open cloud blog
  • Kubernetes 1.11: a look from inside Google blog
  • Understanding error budget overspend - part one - CRE life lessons blog
  • Good housekeeping for error budgets - part two - CRE life lessons blog
  • New GitHub repo: Using Firebase to add cloud-based features to games built on Unity blog
Interview
  • Unity site
  • Google Cloud Spanner site
  • Unity Hackweek site
  • Unity Connected Games site
  • Bringing connected games within reach with Google Cloud blog
  • Unity Hackweek 2018: Creating X Together blog

Brett Bibby

Question of the week

How do I report errors to Stackdriver from a cloud function?

Where can you find us next?

We’ll both be at Cloud NEXT!

11 Jul 2018VirusTotal with Emi Martínez00:35:33

On this episode of the podcast, Melanie and Mark talk with Emiliano (Emi) Martínez to learn more about how VirusTotal is helping to create a safer internet by providing tools and building a community for security researchers.

Emiliano (Emi) Martínez

Emiliano has been with VirusTotal for over 10 years. He has seen the business grow from a small startup in southern Spain into a Google X moonshot under the new Chronicle bet. He is a software engineer acting as the Tech Lead for VirusTotal. Throughout the past 10 years, not only has he been immersed in coding and architecting the platform, but he has also participated at all levels of the business: from bootstrapping the very first sales to working close with marketing and other teams in order to take the project to the next level. His main interests are IT security (more specifically malware) and designing products and services from scratch.

VirusTotal and Chronicle are Hiring

VirusTotal is part of Chronicle, and Chronicle is hiring! Come join our team experts to help build out the next generation of security intelligence solutions. We are looking for talent that is comfortable operating in an organization that is scaling quickly, that loves variety in their work and wants to get their hands dirty with all things cyber security, cloud computing, and machine learning.

We are a dynamic organization that likes to run experiments so we are looking for colleagues that are excited about trying new things and offering a creative yet efficient, and client-centric approach to engineering solutions. You are scrappy and resourceful, creative and driven – and excited to share in the magic of working at Chronicle

Cool things of the week
  • BigQuery in June: a new data type, new data import formats, and finer cost controls blog
  • Dataflow Stream Processing now supports Python blog
  • Associate Cloud Engineer blog
  • Six AI & ML Sessions to Attend at NEXT blog
Interview
  • VirusTotal site
  • VirusTotal Use Cases site and videos
  • VirusTotal Intelligence site
  • VirusTotal Malware Hunting site
  • VirusTotal Monitor site
  • VirusTotal APIs site
  • VirusTotal Community site
  • VirusTotal Contact site
  • Data Connectors San Jose on July 12, 2018 site
  • Data Connectors Raleigh on July 26, 2018 site
  • BSides Las Vegas on August 7-8, 2018 site
  • Google Cloud App Engine site
  • Google Compute Engine site
  • Google Cloud Kubernetes Engine site
  • BigQuery site
  • Google Cloud Data Studio site
  • Google Cloud MemoryStore site
  • Google Cloud SQL site
  • G Suite site
Question of the week

This week’s question comes from Andrew Sheridan, with a special guest answer from Robert Kubis.

What is the best practice for multi tenancy in Google Cloud Spanner, especially if customers are not of the same size and have unequal load?

  • What DBAs need to know about Cloud Spanner, part 1: Keys and indexes blog
  • Cloud Spanner - Choosing the Right Primary Keys video
  • More questions about Spanner? Robert will be presenting on it at Cloud NEXT.
Where can you find us next?

We’ll both be at Cloud NEXT!

Melanie will speak at CERN July 17th and PyCon Russia July 22nd

18 Jul 2018Robotics, Navigation, and Reinforcement Learning with Raia Hadsell00:31:33

On this episode of the podcast, Mark and Melanie delve into the fascinating world of robotics and reinforcement learning. We discuss advances in the field, including how robots are learning to navigate new surroundings and how machine learning is helping us understand the human mind better.

Raia Hadsell

Raia Hadsell, a senior research scientist at DeepMind, has worked on deep learning and robotics problems for the past 15 years. After completing a PhD at New York University, which featured a self-supervised deep learning vision system for a mobile robot, her research continued at Carnegie Mellon’s Robotics Institute and SRI International, and in early 2014 she joined DeepMind in London to develop artificial general intelligence. Her current research focuses on the challenge of interactive learning for AI agents and robots, including subjects such as neural memory for real world navigation and lifelong learning.

Cool things of the week
  • AI Adventures How to Make a Data Science Project with Kaggle site
  • Predict your future costs with Google Cloud Billing cost forecast blog and site
  • Kaggle Competition Winning Solutions site
    • Google Cloud Platform Podcast Episode 84: Kaggle with Wendy Kan podcast
  • Introducing Jib — build Java Docker images better blog
    • Google Container Tools site
Interview
  • Raia Hadsell site
  • Learning to Navigate Cities Without a Map research paper and blog
  • Unsupervised Predictive Memory in a Goal-Directed Agent | MERLIN research paper
  • Nature: Vector-based navigation using grid-like representations in AI research paper
  • DeepMind has trained an AI to unlock the mysteries of your brain site
  • Navigating with grid-like representations in artificial agents blog
  • DeepMind site and blog
  • Boston Dynamics site
  • Google Brain Robotics site
  • Transylvanian Machine Learning Summer School site
  • IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures research paper
  • Edward Mozer - Grid Cells and the Brain’s Spatial Mapping System video
  • The Nobel Prize in Physiology or Medicine 2014 site
  • TensorFlow site
Question of the week

How do you connect a Google Cloud Source repository to an existing Git repository? site and blog

Where can you find us next?

We’ll both be at Cloud NEXT!

  • Mark will be talking about Agones blog

Melanie will speak at PyCon Russia July 22nd

25 Jul 2018Next Day 100:18:07

On this very special episode of the Google Cloud Platform Podcast, we have live interviews from the first day of NEXT! Melanie and Mark had the chance to chat with Melody MeckFessel, VP of Engineering at Google Cloud and Pavan Srivastava of Deloitte. Next we spoke with Sandeep Dinesh about Open Service Broker and Raejeanne Skillern of Intel.

Melody Meckfessel

Melody Meckfessel is a hands-on technology leader with more than 20 years experience building and maintaining large-scale distributed systems and solving problems at scale. As VP of Engineering, she leads the team building DevOps tools and sharing DevOps best practices across Google and with software development and operations teams around the world. Her team powers the world’s most advanced continuously delivered software, enabling development teams to turn ideas into reliable, scalable production systems. After graduating from UC Berkeley, Melody programmed for startups and enterprise companies. Since joining Google in 2004, Melody has led teams in Google’s core search systems, search quality and cluster management. Melody is passionate about making software development fast, scalable and fun.

Pavan Srivastava

Pavan is a technology leader with 20 years of experience in developing strategies and implementation of SAP focused technology solutions. Pavan leads Deloitte’s SAP technology capability that focuses on helping clients adopt innovative technology solutions such as cloud and SAP HANA to improve business efficiencies. Pavan has led several engagements helping clients develop strategy, architecture and implement SAP on the cloud and SAP HANA platform.

Sandeep Dinesh

Sandeep Dinesh is a Developer Advocate for Google Cloud. He blends and creates new opportunities for businesses and people by leveraging the best technology possible.

Raejeanne Skillern

Raejeanne Skillern is the VP of Data Center and General Manager of Intel’s cloud service provider (CSP) business. Her goal is to make it easier, more cost-effective and more efficient for CSPs to build new infrastructure and services. She is privileged to lead an exceptional team that manages Intel’s business, products and technologies for cloud infrastructure deployments and works closely with the world’s largest cloud providers to ensure Intel’s data center products are optimized for their unique needs.

Interviews
  • Cloud AutoML site
  • GKE On-Prem site
  • Melody Meckfessel’s Speaking Schedule at NEXT site
  • DevOps site
  • Google Open Source site
  • Cloud Build site
  • Spinnaker site
  • Kubernetes site
  • Stackdriver site
  • Application Performance Management site
  • OpenCensus site
  • Deloitte site
  • SAP site
  • Deloitte and Google Cloud blog
  • Google Cloud Platform Service Broker site
  • Open Service Broker site
  • Pub/Sub site
  • Cloud Spanner site
  • Intel Cloud Computing site
  • Intel Xeon site
  • Intel Optane DC Persistent Memory site
  • Partnering with Intel and SAP on Intel Optane DC Persistent Memory for SAP HANA blog
Where can you find us next?

We’ll both be at Cloud NEXT in Moscone West on the first floor! Come by and say hi!

26 Jul 2018Next Day 200:19:09

Day two of NEXT was another day full of interesting interviews! Melanie and Mark sat down for quick chats with Haben Girma about accessibility in tech and Paresh Kharya to talk about NVIDIA. Next, we touched base with Amruta Gulanikar and Simon Zeltser to learn more about Windows SQL Server and .NET workloads on Google Cloud. The interviews wrap up with Henry Hsu & Isaac Wong of Holberton.

Haben Girma

The first Deafblind person to graduate from Harvard Law School, Haben Girma advocates for equal opportunities for people with disabilities. President Obama named her a White House Champion of Change. She received the Helen Keller Achievement Award, and a spot on Forbes 30 Under 30. Haben travels the world consulting and public speaking, teaching clients the benefits of fully accessible products and services. She’s a talented storyteller who helps people frame difference as an asset. She resisted society’s low expectations, choosing to create her own pioneering story. Haben is working on a book that will be published by Hachette in 2019.

Paresh Kharya

Paresh Kharya is Group Product Marketing Manager for data center products at NVIDIA responsible for product marketing of NVIDIA’s Tesla accelerated computing platform. Previously, Paresh held a variety of business roles in the high-tech industry, including group product manager at Adobe and business development manager at Tech Mahindra. Paresh has an MBA from the Indian Institute of Management and a bachelors of computer science and engineering from the National Institute of Technology, India.

Amruta Gulanikar & Simon Zeltser

Prior to joining Google Amruta spent 5+ years as a PM in the Office division at Microsoft working on many different products. Just before she left, she worked on launching a new service and supporting apps - “O365 Planner” which offers people a simple and visual way to organize teamwork. At Google, Amruta owns Windows on GCE which includes support for premium OS & Microsoft Server product images, platform improvements to support Windows workloads on GCE.

Simon Zeltser is a Developer Programs Engineer at Google, working with .NET and Windows on Google Cloud Platform.

Henry Hsu & Isaac Wong

Henry Hsu is a software engineer trained at Holberton School. He has experience with C, C++, Python, Ruby/Rails, JavaScript, HTML/CSS, MySQL/Postgres, Unity, Game Maker Studio, Linux, Photoshop, 3D Studio Max, systems design, algorithms, and devops.

Isaac Wong attends the Holberton School. He has a degree in horticulture from Texas A&M.

Interviews
  • Edge TPU site
  • Cloud IoT Edge site
  • Cloud Armor site
  • Titan Security Key site
  • Building on our cloud security leadership to help keep businesses protected blog
  • Google Cloud Container Registry site
  • Haben Girma’s website site
  • Haben Girma’s presentation at NEXT video
  • San Francisco Lighthouse for the Blind site
  • National Federation of the Blind site
  • National Association of the Deaf site
  • NVIDIA site
  • NVIDIA and Google Cloud Platform site
  • Google Cloud Platform Podcast Episode 119 podcast
  • Velostrata site
  • GKE site
  • Google App Engine site
  • Stackdriver Debugger site
  • Windows on Google Cloud Platform site
  • SQL Server on Google Cloud Platform site
  • .NET on Google Cloud Platform site
  • Holberton School site
  • Unity site
  • GKE On-Prem site
  • TensorFlow site
Where can you find us next?

We’ll both be at Cloud NEXT in Moscone West on the first floor, so come by and say hi! We have chocolate!

27 Jul 2018Next Day 300:26:39

It’s the third and final day for us at NEXT, and Mark and Melanie are wrapping up with some great interviews! First, we spoke with Stephanie Cueto and Vivian San of Techtonica, a San Francisco non-profit. Next, Liz Fong-Jones and Nikhita Raghunath joined us for a quick discussion about open source and Stackdriver and last but not least, Robert Kubis helped us close things sharing what it means to do DevRel at this event.

Stephanie Cueto and Vivian San

Stephanie Cueto is a Software Engineer and advocate for the Latinx & women community. She has been involved in the Tech community since 2016. Playing with code at an early age and working in education led to my interest in becoming a Software Engineer. Currently she is a Software Engineer Apprentice at Techtonica, where she has gained the skills to build projects in MongoDb, MySQL, Express.js, React, and Node.js. During the program, she created Salient Alert, a platform for reporting ICE Raids and Checkpoints.

Vivian San is a highly analytical full-stack software engineer with an educational background in the hard sciences. She is strongly motivated by writing clean, efficient code, and passionate about teaching and giving back to underrepresented individuals and communities.

Liz Fong-Jones and Nikhita Raghunath

Liz Fong-Jones is a Staff Site Reliability Engineer at Google and works on the Google Cloud Customer Reliability Engineering team in New York. In her 10+ years at Google she has worked across eight different teams spanning the stack from Google Flights to Cloud Bigtable. She lives with her wife, Metamour, and a Samoyed/Golden Retriever mix in Brooklyn. In her spare time she plays classical piano, leads an EVE Online alliance, and advocates for transgender rights.

Nikhita Raghunath is an intern at Red Hat and works on the extensibility of Kubernetes. Previously, she was a Google Summer of Code (2017) student for the Cloud Native Computing Foundation (CNCF) and also worked on Kubernetes. She is interested in backend applications, distributed systems and Linux. Nikhita likes programming in Go, C++, C, and Python. She also likes to give talks at conferences and speak about her work.

Robert Kubis

Robert Kubis is a developer advocate for the Google Cloud Platform based in London, UK, specializing in container, storage, and scalable technologies. Before joining Google, Robert collected over 10 years of experience in software development and architecture. He has driven multiple full-stack application developments at SAP with a passion for distributed systems, containers, and databases. In his spare time he enjoys following tech trends, trying new restaurants, traveling, and improving his photography skills.

Interviews
  • Made Here Together: NEXT Developer Keynote video
  • Techtonica site
  • I am Remarkable Workshop site
  • Haben Girma’s accessibility presentation at NEXT video
  • GCPPodcast Episode 127: SRE vs Devops with Liz Fong-Jones and Seth Vargo podcast
  • Red Hat site
  • Kubernetes site
  • Introducing Agones blog
  • Stackdriver site
  • OpenCensus site
  • GCPPodcast Episode 118: OpenCensus with Morgan McLean and JBD podcast
  • Edge TPU site
  • GCPPodcast Episode 135: VirusTotal with Emi Martínez podcast
  • Cloud Spanner site
24 Feb 2016Storage with Paul Newson00:31:13

In the fourteenth episode of this podcast, your hosts Francesc and Mark interview Paul Newson. Paul is now a Developer Advocate for Google Cloud Platform but was a Software Engineer in the Cloud Storage team. Together they discuss the multiple options available for data storage on the cloud and the trade offs to be taken into account while choosing one.

About Paul

Paul currently focuses on helping developers harness the power of Google Cloud Platform to solve their big data problems. Previously, he was an engineer on Google Cloud Storage. Before joining Google, Paul founded a startup which was acquired by Microsoft, where he worked on DirectX, Xbox, Xbox Live, and Forza Motorsport, before spending time working on machine learning problems at Microsoft Research.

Follow Paul on Twitter @newsons_nybbles.

Cool thing of the week
Interview
  • When to Pick Google Bigtable vs Other Cloud Platform Databases blog post.
  • Where Should I Store My Stuff? - slightly outdated video.
  • Choosing a Storage Option docs.
  • Google Drive docs.
  • Google Cloud Storage docs.
  • Google Cloud Datastore docs.
  • Google Cloud SQL docs.
  • Google Cloud Bigtable docs.
  • Google BigQuery docs.
  • Google Cloud Dataflow docs
A decision tree on Google Cloud Storage
Question of the week

Question from Jeff Schnitzer: Can you use Java 8 features in Standard App Engine?

  • Google App Engine Standard Environment docs.
  • Google App Engine Managed VMs docs.
  • Retrolambda Github repo.
01 Aug 2018Container Security with Maya Kaczorowski00:27:57

Let’s talk container security! This week, Melanie and Mark learn all about the three main pillars of container security and more with our guest, Maya Kaczorowski.

Maya Kaczorowski

Maya is a Product Manager in Security & Privacy at Google, focused on container security. She previously worked on encryption at rest and encryption key management. Prior to Google, she was an Engagement Manager at McKinsey & Company, working in IT security for large enterprises and before that, completed her Master’s in mathematics focusing on cryptography and game theory. She is bilingual in English and French.

Cool things of the week
  • What a week! 105 announcements from Google Cloud Next ‘18 blog
  • Keynotes, Keynote Fireside Chats, & Spotlight Sessions: Google Cloud Next ‘18 videos
  • All Sessions: Google Cloud Next ‘18 videos
  • Sign up for NEXT ‘19 updates site
  • GKE On-Prem site
  • Edge TPU site
Interview
  • Def Con site
  • Black Hat site
  • BSides Las Vegas site
  • Cloud KMS site
  • Kubernetes site
  • GCPPodcast Episode 46: Borg and Kubernetes with John Wilkes podcast
  • Large-scale cluster management at Google with Borg research
  • Open-sourcing gVisor, a sandboxed container runtime blog
  • Kata Containers site
  • Nabla Containers site
  • Google Container Registry site
  • GKE security overview doc
  • KubeCon site
  • Container security blog series blog
  • GKE hardening guide doc
  • Seccompsandbox wiki
  • Docker seccomp profile site
  • Using RBAC in Kubernetes blog
  • Terraform site
  • Helm site
  • Google Container Registry: Getting Image Vulnerabilities doc
  • Container security overview site
  • GCPPodcast Episode 110: CPU Vulnerability Security with Matt Linton and Paul Turner podcast
Question of the week

How do I setup SSL termination on Kubernetes with Let’s Encrypt?

Where can you find us next?

Mark will be at Pax Dev and Pax West starting August 28th.

Melanie will be at the 2018 Nuclear Innovation Bootcamp at Berkeley on August 6th.

08 Aug 2018Accessibility in Tech with Haben Girma00:21:03

On this episode of the podcast we continue a conversation we started with Haben Girma, an advocate for equal rights for people with disabilities, regarding the value of tech accessibility. Melanie and Mark talk with her about common challenges and best practices when considering accessibility in technology design and development. Bottom line - we need one solution that works for all.

Haben Girma

The first Deafblind person to graduate from Harvard Law School, Haben Girma advocates for equal opportunities for people with disabilities. President Obama named her a White House Champion of Change, and Forbes recognized her in Forbes 30 Under 30. Haben travels the world consulting and public speaking, teaching clients the benefits of fully accessible products and services. Haben is a talented storyteller who helps people frame difference as an asset. She resisted society’s low expectations, choosing to create her own pioneering story. Because of her disability rights advocacy she has been honored by President Obama, President Clinton, and many others. Haben is also writing a memoir that will be published by Grand Central Publishing in 2019. Learn more at habengirma.com.

Cool things of the week
  • Istio reaches 1.0: ready for prod blog
  • Google for Nigeria: Making the internet more useful for more people blog
    • GCPPodcast Episode 17: The Cloud In Africa with Hiren Patel and Dale Humby podcast
  • Access Google Cloud services, right from IntelliJ IDEA blog
Interview
  • Haben Girma’s website site
  • Haben Girma’s presentation at NEXT video
  • GCPPodcast Episode 100: Vint Cerf: past, present, and future of the internet podcast
  • Web Content Accessibility Guidelines (WCAG) site
  • Android Accessibility Guidelines site
  • Apple Developer Accessibility Guidelines site
  • Black in AI site
  • Google Accessibility site
  • San Francisco Lighthouse for the Blind site
  • National Federation of the Blind site
  • National Association of the Deaf site
Question of the week

How do I perform large scale mutations in BigQuery? blog and site

Where can you find us next?

Mark will be at Pax Dev and Pax West starting August 28th. In September, he’ll be at Tokyo NEXT.

Melanie is at Def Con, Black Hat, and BSides Las Vegas. In September, she will be at Deep Learning Indaba.

15 Aug 2018Agones with Mark Mandel and Cyril Tovena00:30:30

Mark Mandel is in the guest seat today as Melanie and our old pal Francesc interview Cyril Tovena of Ubisoft and Mark about Agones. We discuss dedicated game servers and their importance in game performance, how Agones can make hosting and scaling dedicated game servers easier to manage, and the future of Agones. Cyril and Mark elaborate on Ubisoft’s relationship with Google and how it’s progressing the world of gaming. Listen in!

Mark Mandel

Mark Mandel is a Developer Advocate for Games for Google Cloud Platform, founder of the open source, multiplayer dedicated game server scaling project Agones, and one half of the Google Cloud Platform Podcast. Hailing from Australia, Mark built his career developing backend systems for over 15 years, writing open source software, and building infrastructure in the cloud.

Cyril Tovena

Cyril Tovena is a Technical Lead for the online group for Ubisoft Montreal, helping game productions to build online features in the last four years. Cyril started his career eight years ago, building web services in London. He is currently designing and implementing scalable microservices in the cloud.

Cool things of the week
  • Introducing App Engine Second Generation runtimes and Python 3.7 blog
  • Cloud Functions serverless platform is generally available blog
  • GOTO 2018 • The Robustness of Go • Francesc Campoy video
  • Simple backup and replay of streaming events using Cloud Pub/Sub, Cloud Storage, and Cloud Dataflow blog
  • Calling Java developers: Spring Cloud GCP 1.0 is now generally available blog
Interview
  • Agones Github site
  • Agones on Twitter twitter
  • Agones: Scaling Multiplayer Dedicated Game Servers with Kubernetes talk from NEXT 2018 video
  • Ubisoft site
  • Kubernetes site
  • GKE site
  • Go site
  • dep site
  • Agones Contributing Guide site
  • Developing, Testing, and Building Agones site
  • Agones Slack Channel site
  • Agones Google Group site
Question of the week

Francesc answers our question of the week, “Should you do ML in Go?”. Short answer? Probably not. Python may be the better choice. If you do want to experiment with Go and ML, try Gonum, Gorgonia, or TensorFlow for Go.

Where can you find us next?

Francesc will be at GopherCon, GoSF, and Velocity.

Melanie will be at Deep Learning Indaba and Strangeloop.

Mark will be at Pax Dev and Pax West starting August 28th. In September, he’ll be at Tokyo NEXT and Strangeloop.

22 Aug 2018What's new in App Engine with Steren Giannini and Stewart Reichling00:27:47

Mark and Melanie are your hosts again this week as we talk with Steren Giannini and Stewart Reichling discussing what’s new with App Engine. Particularly its new second generation runtime, allowing headless Chrome, and better language support! And automatic scalability to make your life easier, too. App Engine also has an interesting way of inspiring new Google products. Tune in to learn more!

Steren Giannini

Steren Giannini is a Product Manager on Google Cloud Platform (GCP). He graduated from École Centrale Lyon, France and then was CTO of a startup that created mobile and multi-device solutions. After joining Google, Steren launched Stackdriver Error Reporting and now focuses on GCP’s serverless offering. Recently, Steren has been working on upgrading App Engine’s auto scaling system and bringing Node.js to App Engine standard environment.

Stewart Reichling

Stewart Reichling is a Product Manager on Google Cloud Platform (GCP). He is a graduate of Georgia Institute of Technology and has worked across Strategy, Marketing and Product Management at Google. He currently works on bringing new runtimes (Python, Node.js, +more to come!) to App Engine and Cloud Functions.

Cool things of the week
  • Robot dance party: How we created an entire animated short at Next ‘18 blog
  • What’s happening in BigQuery: integrated machine learning, maps, and more blog
  • Protecting against the new “L1TF” speculative vulnerabilities blog
Interview
  • App Engine site
  • Deploying Node.js on App Engine standard environment video
  • Introducing headless Chrome support in Cloud Functions and App Engine blog
  • Node 8 site
  • Python 3.7.0 site
  • App Engine PHP 7.2 Runtime Environment Beta site
  • Headless Chrome site
  • GCPPodcast Episode 23: Humble Bundle with Andy Oxfeld podcast
  • Google Cloud Datastore site
  • App Engine Task Queue site
  • Ubuntu site
  • gVisor site
  • Open-sourcing gVisor, a sandboxed container runtime blog
  • App Engine Documentation site
  • gcloud app deploy site
  • To send feedback, email stewartr@google.com or steren@google.com
  • App Engine Google Group forum
  • Operating Serverless Apps with Google Stackdriver video
  • App Engine’s new auto scaling system - scheduler blog
Question of the week

What does it mean when the recommendation is to update your image?

  • Getting Image Vulnerabilities site
  • Updating Managed Instance Groups site
  • Node Images site
Where can you find us next?

Melanie will be at Deep Learning Indaba and Strangeloop.

Mark will be at Pax Dev and Pax West starting August 28th. In September, he’ll be at Tokyo NEXT and Strangeloop.

29 Aug 2018Mercari with Taichi Nakashima and Tonghui (Terry) Li00:23:25

This week we learn about how Mercari is handling migrating from an on-prem monolithic infrastructure to cloud microservices architecture with GKE. Terry and Taichi share with Melanie and Mark what drove the decision for the change, the challenges and what the team has learned from the transition. The real value for this change has been about making the platform more scalable as they grow to meet the needs of their millions of daily active users. It’s another great interview we captured out of Google NEXT.

Taichi Nakashima

Taichi is a tech lead for the microservices platform at Mercari. Prior to Mercari, he was a backend engineer at Rakuten, building internal Platform as a Service. Mercari chose microservice architecture as their next development platform, and built two teams to proceed with the migration. One is the microservice platform team that is building a platform that can deploy any microservices, and the other is the microservice development team that are focusing on migrating the current monolithic API to microservices. Mercari use GKE as a platform and GCP as the main infrastructure for microservices.

Tonghui (Terry) Li

Tonghui joined Mercari in April 2018 and is responsible for migrating the monolithic backend API to a microservice architecture. Prior to Mercari, he was a tech lead of Indeed, working on different components of the job search engine including Title Normalization, Location system, Job Search API, and more.

Cool things of the week
  • How to call the Cloud AutoML API from a web app site
    • GCPPodcast Episode 108: Launchpad Studio with Malika Cantor and Peter Norvig site
  • Who is this street artist? Building a graffiti artist classifier using AutoML blog
  • Datastore Transactions, Batches and Perf! video and twitter
  • Deploy only what you trust: introducing Binary Authorization for Google Kubernetes Engine blog
Interview
  • Mercari site
  • Microservices on GKE at Mercari site
  • Continuous Delivery for Microservices with Spinnaker at Mercari site
  • Microservices site
  • GKE site
  • Terraform site
  • Spinnaker site
  • GKE On-Prem site
    • GKE On-Prem - Managing Across Hybrid IT Environments with Open Architectures (Cloud Next ‘18) video
  • Mercari on GitHub site
  • BigQuery site
  • Mercari Engineering Blog blog
  • kubectl site
  • Google Cloud AutoML site

Photo credit: Taichi Nakashima

Question of the week

How do I use my existing identity management system with Google Cloud Platform? site and blog

Where can you find us next?

Mark is at Pax Dev and Pax West. Find him and say hi.

In September, Mark will be at Tokyo NEXT and Melanie will be at Deep Learning Indaba. You can find both of us at Strangeloop.

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