CNCF [Cloud Native Computing Foundation] Courses

No Requests, No Limits, No Service - How to Bring Kubernetes to a Grinding Halt

Dive into a real-world Kubernetes incident analysis, exploring how thousands of test environment pods caused cluster failure and learn valuable lessons for managing internal build platforms.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Building a Self-Serving Multi-Tenant Kubernetes Platform for Enterprise - Developer Experience and Best Practices

Discover how to build a self-serving multi-tenant Kubernetes platform that streamlines deployment, enhances security, and provides unified management through automated namespaces.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

How Bloomberg Creates a Resilient Data Analytics Platform Using Karmada

Discover how Bloomberg builds resilient data analytics platforms using Karmada for multi-cluster Kubernetes management with Apache Flink, Spark, and Trino workloads.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Building Ultra-Large-Scale Cloud Native Edge Systems Using Chaos Engineering

Discover how to build stable edge computing platforms managing 100,000+ nodes using KubeEdge and ChaosMesh for chaos engineering in heterogeneous environments.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Kubernetes New Contributor Orientation

Discover how to become a Kubernetes contributor with community structure insights, contribution opportunities, and real experiences from new contributors sharing practical tips.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Unified Observability in gRPC - Metrics and Tracing Using OpenTelemetry Plugin

Discover how to implement unified observability in gRPC using OpenTelemetry plugin for seamless metrics and tracing without invasive code changes.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Building Custom GPU Clusters at Scale - Using Kubespray to Create High-Performance AI Infrastructure

Discover how to deploy production-ready Kubernetes GPU clusters using Kubespray for high-performance AI infrastructure, covering LLMs, RAG, LoRA, and scaling best practices.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

KubeEdge DeepDive - Architecture, Use Cases, and Project Graduation Updates

Explore KubeEdge's architecture and real-world applications in IoT, smart cities, and edge AI, plus learn about project graduation updates and certification programs.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

An Alternative Metadata System for Large Kubernetes Clusters

Discover ByteDance's kubebrain solution for high-performance Kubernetes metadata systems, addressing ETCD limitations in large-scale clusters with 20K+ nodes and 1M+ pods.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Multi-cluster Orchestration System - Karmada Updates and Use Cases

Discover Karmada's latest features for managing Kubernetes applications across multiple clusters, including migration rollback, stateful failover, and real-world use cases from industry leaders.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Argo Workflows - Intro, Update and Deep Dive

Explore Argo Workflows fundamentals, latest features, and large-scale orchestration strategies including storage optimization and high-availability deployment practices.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

More Than Model Sharding - LWS and Distributed Inference

Discover how LeaderWorkerSet (LWS) solves distributed inference challenges for large LLMs like Llama3.1-405B, addressing gang-scheduling, coordination, and fault tolerance beyond model sharding.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

China Mobile's Panji Platform - Observability Practices and Implementations for LLM Applications

Discover how China Mobile's Panji platform achieves zero-intrusion observability for LLM applications using eBPF and Wasm technologies for full-stack monitoring and performance optimization.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Defining a Specification for AI/ML Artifacts

Explore the critical need for standardizing AI/ML artifacts in cloud native ecosystems to prevent fragmentation and enable scalable management across diverse frameworks.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Antipatterns in Observability - Lessons Learned and How OpenTelemetry Solves Them

Uncover common observability pitfalls like over-collecting data and siloed tools, then learn how OpenTelemetry's standardized approach eliminates vendor lock-in and streamlines telemetry.

• YouTube
• 32 minutes
• Self-Paced
• Free Video