Kubernetes Podcast from Google

Abdel Sghiouar, Kaslin Fields
Podcast de Kubernetes Podcast from Google

A weekly podcast focused on what's happening in the Kubernetes community hosted by Abdel Sghiouar and Kaslin Fields. We cover Kubernetes, cloud-native applications, and other developments in the ecosystem. Abdel and Kaslin on Twitter at @KubernetesPod or by email at kubernetespodcast@google.com.

  1. Ray & KubeRay, with Richard Liaw and Kai-Hsun Chen

    3 SEPT

    Ray & KubeRay, with Richard Liaw and Kai-Hsun Chen

    In this episode, guest host and AI correspondent Mofi Rahman interviews Richard Liaw and Kai-Hsun Chen from Anyscale about Ray and KubeRay. Ray is an open-source unified compute framework that makes it easy to scale AI and Python workloads, while KubeRay integrates Ray’s capabilities into Kubernetes clusters.   Do you have something cool to share? Some questions? Let us know: - web: kubernetespodcast.com - mail: kubernetespodcast@google.com - twitter: @kubernetespod   News of the week CNCF Blog - LitmusChaos audit complete! Kubernetes Podcast from Google episode 234 - LitmusChaos, with Karthik Satchitanand Google Cloud Blog - Run your AI inference applications on Cloud Run with NVIDIA GPUs Diginomica article - KubeCon China - at 33-and-a-third, Linux is a long player. So, why does Linus Torvalds hate AI? CNCF-Hosted Co-Located Event Schedule for KubeCon NA 2024  Google Kubernetes Engine Release Notes - August 20, 2024 (1.31 available in Rapid Channel) Kubernetes Podcast from Google - Kubernetes v1.31: "Elli", with Angelos Kolaitis Red Hat Press Release - Red Hat OpenStack Services on OpenShift is Now Generally Available Red Hat Enables OpenStack to Run Natively on OpenShift Platform Broadcom Revamps Tanzu to Simplify Cloud-Native App Development and Deployment Tanzu Platform 10 Offers Cloud Foundry Users Deep Visibility and Productivity Enhancements VMware Explore Conference Website CNCF Blog - Announcing 500 Kubestronauts CNCF - Kubestronaut FAQ Dapr Day 2024 Virtual Event Website Links from the interview Kai-Hsun Chen on LinkedIn Richard Liaw on LinkedIn Ray from the RISE Lab at UC Berkeley Ray: A Distributed System for AI by Robert Nishihara and Philipp Moritz - Jan 9, 2018 KubeRay Docs KubeRay on GitHub PyTorch Apache Airflow Apache Spark Kubeflow Apache Submarine (retired) Jupyter Notebooks VS Code Examples of schedulers for Batch/AI workloads in Kubernetes Kueue Volcano Apache Yunikorn Examples of observability tools for Batch/AI workloads in Kubernetes Prometheus Grafana Fluentbit Examples of loadbalancers Nginx Istio Ray Data: Scalable Datasets for ML Dask Python - Parallel Python Ray Serve: Scalable and Programmable Serving HPA - Horizontal Pod Autoscaling in Kubernetes Karpenter - “Just-in-time nodes for any Kubernetes cluster” Lazy Computation Graphs with the Ray DAG API Types of hardware accelerators Google Cloud Tensor Processing Units (TPUs) AMD Instinct AMD Radeon AWS Trainium AWS Inferentia Pandas Numpy KubeCon EU 2024 - Accelerators(FPGA/GPU) Chaining to Efficiently Handle Large AI/ML Workloads in K8s - Sampath Priyankara, Nippon Telegraph and Telephone Corporation & Masataka Sonoda, Fujitsu Limited NVidia Megatron Links from the post-interview chat DRA - Dynamic Resource Allocation in Kubernetes Different ways of Running RayJob on Kubernetes Ray framework diagram in the docs

    55 min
  2. Observability & Engineering Management, with Charity Majors

    9 JUL

    Observability & Engineering Management, with Charity Majors

    Charity Majors is the co-founder and CTO of honeycomb.io. She pioneered the concept of modern Observability, drawing on her years of experience building and managing massive distributed systems at Parse (acquired by Facebook), then subsequently at Facebook, and at  Linden Lab building Second Life. She is the co-author of Observability Engineering and Database Reliability Engineering (O'Reilly). She loves free speech, free software and single malt scotch.    Do you have something cool to share? Some questions? Let us know: - web: kubernetespodcast.com - mail: kubernetespodcast@google.com - twitter: @kubernetespod   News of the week CNCF Blog: Vitess 20 is now Generally Available Vitess Blog: Announcing Vitess 20 Anthropic Blog: Claude 3.5 Sonnet KubeCon India 2024 CFP Apps on Azure Blog: Announcing support of OCI v1.1 specification in Azure Container Registry VMware Tanzu Blog: Announcing VMware Tanzu Greenplum 7.2: Powering Your Business with Enhanced Performance and Advanced Capabilities VMware Tanzu Blog: Join the public beta for GenAI on Tanzu Platform today! CNCF: Adobe End User Journey Report Links from the interview Honeycomb.io O’Reilly Book: Observability Engineering O’Reilly Book: Database Reliability Engineering Charity’s blog site: charity.wtf Charity Blog: Questionable Advice: “My boss says we don’t need any engineering managers. Is he right?” Daniel H. Pink book: “Drive: The Surprising Truth About What Motivates Us” In which, “He examines the three elements of true motivation—autonomy, mastery, and purpose-and offers smart and surprising techniques for putting these into action in a unique book that will change how we think and transform how we live.” Charity blog on Stack Overflow: “Generative AI is not going to build your engineering team for you” In which she talks about how the tech industry is an apprenticeship industry. Charity Majors in the Google Cloud Next 2024 Developer Keynote honeycomb.io blog: “How Time Series Databases Work—And Where They Don't” by Alex Vondrak honeycomb.io blog: “Why Observability Requires a Distributed Column Store” by Alex Vondrak Links from the post-interview chat CNCF Kubernetes Community Days (KCDs) CNCF Kubernetes Community Days (KCDs) on GitHub Julia Evans Blog Wizard Zines by Julia Evans “Help! I Have a Manager!” zine by Julia Evans Aja Hammerly aka “thagomizer” blog “The Toaster Parable” “Manager Toolkit: Manage The Person In Front Of You” “Manager Toolkit: Useful Manager Phrases for 1:1s” “Manager Toolkit: You Talk, I Type”

    48 min
  3. AI/ML in Kubernetes, with Maciej Szulik, Clayton Coleman, and Dawn Chen

    25 JUN

    AI/ML in Kubernetes, with Maciej Szulik, Clayton Coleman, and Dawn Chen

    In this episode, we talk to three active leaders who have been around since the very beginning of Kubernetes. We explore how Kubernetes has changed since its inception, with a particular focus on current efforts in Open source Kubernetes to support AI/ML style workloads.   Maciej Szulik is currently taking a seat in the Kubernetes Steering Committee. He’s also leading Special Interests Groups responsible for kubectl, workload and batch controllers. Maciej has been contributing to Kubernetes since the early days, jumping from one area to another where help was needed. He authored the first version of audit and helped shape its current one, as well as touched multiple other places in apimachinery. He was also responsible for designing and implementing Job and CronJob controllers. In kubectl he was responsible for the plugin mechanism and several major refactors to simplify the code. Since May 2024 he joined the ranks of Production Readiness Review (PRR) approvers helping ensure high production standards for the future of Kubernetes releases.    Clayton Coleman is a long-time Kubernetes contributor, having helped launch Kubernetes as open source, being on the bootstrap steering committee, and working across a number of SIGs to make Kubernetes a reliable and powerful foundation for workloads.  At Red Hat he led OpenShift’s pivot onto Kubernetes and its growth across on-premise, edge, and into cloud.  At Google he is now focused on enabling the next generation of key workloads, especially AI/ML in Kubernetes and on GKE.   Dawn Chen has been a Principal Software Engineer at Google cloud since May 2007. Dawn has worked on an open source project called Kubernetes before the project was founded. She has been one of tech leads in both Kubernetes and GKE, and founded SIG Node from scratch. She also led Anthos platform team for the last 4 years, and mainly focuses on the core infrastructure. Prior to Kubernetes, she was the one of the tech leads for Google internal container infrastructure -- Borg for about 7 years. Outside of work, she is a wife, a mother of a 16-year old boy and a good friend. She enjoys reading, cooking, hiking and traveling.   Do you have something cool to share? Some questions? Let us know: - web: kubernetespodcast.com - mail: kubernetespodcast@google.com - twitter: @kubernetespod News of the week Kubernetes 1.31 Code Freeze is on July 9th Links from the interview Kubernetes Working Group Batch Kubernetes Working Group Serving Blog: Introducing Indexed Jobs (2021) Docs: Kubernetes Jobs KEP: Elastic Indexed Jobs Docs: Kubernetes CronJobs KubeCon EU 2021: The Long, Winding and Bumpy Road to CronJob’s GA - Maciej Szulik, Red Hat & Alay Patel, Red Hat KubeCon EU 2018: Writing Kube Controllers for Everyone - Maciej Szulik, Red Hat (Beginner Skill Level) Kubernetes Working Group Device Management Kubernetes Enhancement Proposal process README DockerCon 2014: The announcement of Kubernetes at DockerCon Blog: AI & Kubernetes (by Kaslin) Kueue - “Kueue is a cloud-native job queueing system for batch, HPC, AI/ML, and similar applications in a Kubernetes cluster.” Whitepaper: Large-scale cluster management at {Google} with {Borg} Email: “Containers: Introduction” - An email introducing the concept of Linux containers to the Linux community Links from the post-interview chat Blog - “Scaling Kubernetes to 7,500 nodes” - OpenAI Ray on Kubernetes

    1 h y 47 min

Acerca de

A weekly podcast focused on what's happening in the Kubernetes community hosted by Abdel Sghiouar and Kaslin Fields. We cover Kubernetes, cloud-native applications, and other developments in the ecosystem. Abdel and Kaslin on Twitter at @KubernetesPod or by email at kubernetespodcast@google.com.

Para escuchar episodios explícitos, inicia sesión.

Mantente al día con este programa

Inicia sesión o regístrate para seguir programas, guardar episodios y enterarte de las últimas novedades.

Elige un país o región

Africa, Oriente Medio e India

Asia-Pacífico

Europa

Latinoamérica y el Caribe

Estados Unidos y Canadá