Google Cloud Platform Podcast

Jeff Dean, the lead of Google AI, is on the podcast this week to talk with Melanie and Mark about AI and machine learning research, his upcoming talk at Deep Learning Indaba and his educational pursuit of parallel processing and computer systems was how his career path got him into AI. We covered topics from his team’s work with TPUs and TensorFlow, the impact computer vision and speech recognition is having on AI advancements and how simulations are being used to help advance science in areas like quantum chemistry. We also discussed his passion for the development of AI talent in the content of Africa and the opening of Google AI Ghana. It’s a full episode where we cover a lot of ground. One piece of advice he left us with, “the way to do interesting things is to partner with people who know things you don’t.” Listen for the end of the podcast where our colleague, Gabe Weiss, helps us answer the question of the week about how to get data from IoT core to display in real time on a web front end. Jeff Dean Jeff Dean joined Google in 1999 and is currently a Google Senior Fellow, leading Google AI and related research efforts. His teams are working on systems for speech recognition, computer vision, language understanding, and various other machine learning tasks. He has co-designed/implemented many generations of Google’s crawling, indexing, and query serving systems, and co-designed/implemented major pieces of Google’s initial advertising and AdSense for Content systems. He is also a co-designer and co-implementor of Google’s distributed computing infrastructure, including the MapReduce, BigTable and Spanner systems, protocol buffers, the open-source TensorFlow system for machine learning, and a variety of internal and external libraries and developer tools. Jeff received a Ph.D. in Computer Science from the University of Washington in 1996, working with Craig Chambers on whole-program optimization techniques for object-oriented languages. He received a B.S. in computer science & economics from the University of Minnesota in 1990. He is a member of the National Academy of Engineering, and of the American Academy of Arts and Sciences, a Fellow of the Association for Computing Machinery (ACM), a Fellow of the American Association for the Advancement of Sciences (AAAS), and a winner of the ACM Prize in Computing. Cool things of the week Google Dataset Search is in beta site Expanding our Public Datasets for geospatial and ML-based analytics blog Zip Code Tabulation Area (ZCTA) site Google AI and Kaggle Inclusive Images Challenge site We are rated in the top 100 technology podcasts on iTunes site What makes TPUs fine-tuned for deep learning? blog Interview Jeff Dean on Google AI profile Deep Learning Indaba site Google AI site Google AI in Ghana blog Google Brain site Google Cloud site DeepMind site Cloud TPU site Google I/O Effective ML with Cloud TPUs video Liquid cooling system article DAWNBench Results site Waymo (Alphabet’s Autonomous Car) site DeepMind AlphaGo site Open AI Dota 2 blog Moustapha Cisse profile Sanjay Ghemawat profile Neural Information Processing Systems Conference site Previous Podcasts GCP Podcast Episode 117: Cloud AI with Dr. Fei-Fei Li podcast GCP Podcast Episode 136: Robotics, Navigation, and Reinforcement Learning with Raia Hadsell podcast TWiML & AI Systems and Software for ML at Scale with Jeff Dean podcast Additional Resources arXiv.org site Chris Olah blog Distill Journal site Google’s Machine Learning Crash Course site Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville book and site NAE Grand Challenges for Engineering site Senior Thesis Parallel Implementations of Neural Network Training: Two Back-Propagation Approaches by Jeff Dean paper and tweet Machine Learning for Systems and Systems for Machine Learning slides Question of the week How do I get data from IoT core to display in real time on a web front end? Building IoT Applications on Google Cloud video MQTT site Cloud Pub/Sub site Cloud Functions site Cloud Firestore site Where can you find us next? Melanie is at Deep Learning Indaba and Mark is at Tokyo NEXT. We’ll both be at Strangeloop end of the month. Gabe will be at Cloud Next London and the IoT World Congress.

Our guest today is Dr. Mario Lassnig, a software engineer working on the ATLAS Experiment at CERN! Melanie and Mark put on their physics hats as they learn all about what it takes to manage the petabytes of data involved in such a large research project. Dr. Mario Lassnig Dr. Mario Lassnig has been working as a Software Engineer at the European Organisation for Nuclear Research (CERN) since 2006. Within the ATLAS Experiment, he is responsible for all aspects of its large-scale distributed data, including management, storage, network, and access. He is also one of the principal developers of the Rucio system for scientific data management. In his previous life, he developed mobile navigation software for multi-modal transportation in Vienna at Seibersdorf Research, as well as cryptographic smart-card applications for access control at the University of Klagenfurt. He holds a Master’s degree in Computer Science from the University of Klagenfurt, and a doctoral degree in Computer Science from the University of Innsbruck. Cool things of the week The Machines Can Do the Work, a Story of Kubernetes Testing, CI, and Automating the Contributor Experience blog Google Cloud grants $9M in credits for the operation of the Kubernetes project blog Improving job searches for veterans with Google Cloud’s Talent Solution blog Unity For Beginners… From a Beginner blog GCP Podcast Episode 134: Connected Games with Unity and Google Cloud with Brett Bibby and Micah Baker podcast Neural Information Processing Systems Conference site Interview Rucio - Scientific Data Management site CERN site ATLAS site Google Cloud Storage site Google Compute Engine site G Suite site GKE On-Prem site Rucio on GitHub site University of Oslo site University of Innsbruck site Brookhaven National Laboratory site University of Texas at Arlington site Square Kilometer Array site DUNE site LIGO Lab site Scientific Computing with Google Cloud Platform: Experiences from the Trenches in Particle Physics and Earth Sciences video GCP Podcast Episode 122: Project Jupyter with Jessica Forde, Yuvi Panda and Chris Holdgraf podcast Rucio Workshop site ACM/IEEE Supercomputing 2018 site Question of the week I am not familiar with Docker or Kubernetes - where can I get started? Docker Docker’s official “Getting Started” guide Katacoda’s free, interactive Docker course Kubernetes You should totally read this comic and interactive tutorial Katacoda’s free, interactive Kubernetes course Where can you find us next? Melanie will be at Deep Learning Indaba. Mark will be at Tokyo NEXT. We’ll both be at Strange Loop.

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.

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.

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.

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.

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? GitHub: Tutorial for installing cert-manager to get HTTPS certificates from Let’s Encrypt site Ahmet Alp Balkan, DPE on Google Cloud 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.

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

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!

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!