CNCF [Cloud Native Computing Foundation] Courses

OS Migration Solution on Cloud - Challenges and Solutions

A large-scale Linux migration approach targets more than 100,000 physical nodes per month while protecting customer operations and minimizing downtime.

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

Kelemetry - Global Control Plane Tracing for Kubernetes

Kelemetry combines Kubernetes audit logs, events, informer data, and component traces to reconstruct object changes and their causal links over time.

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

KubeEdge DeepDive - Extending Kubernetes to the Edge with Real-World Industry Use Cases

A KubeEdge architecture deep dive shows how Kubernetes manages edge workloads, with deployment examples from smart cities, industrial IoT, edge AI, robotics, and retail.

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

Implement Auto Instrumentation Under GraalVM Static Compilation on OTel Java Agent

A static instrumentation design keeps OpenTelemetry Java Agent auto-instrumentation working after GraalVM compilation.

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

Unified Management, Continuity, and Compliance in Multi-Clouds with Service Mesh

Explains how Istio service mesh and Karmada coordinate secure communication and workload orchestration across multi-cloud and hybrid cloud environments.

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

Working with Raw Disk Drives in Kubernetes - YDB's Experience

See how Kubernetes operators bring raw block storage into the management of stateful distributed database clusters.

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

OpenYurt and Dragonfly - Enhancing Efficient Distribution of LLMs in Cloud-Edge Collaborative Scenarios

A cloud-edge approach uses OpenYurt and Dragonfly’s peer-to-peer image distribution to share LLM applications across dispersed and isolated edge sites.

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

Managing Kubernetes Watch Events End-to-End Flow in Extremely Large Clusters

The talk uses Kubernetes watch latency as a measure of cluster health and traces performance improvements across components in clusters of about 20,000 nodes.

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

Revolutionizing Scientific Simulations with Argo Workflows

Learn how Argo Workflows coordinates thousands of scientific simulation tasks, using retries, memoization, and HPC integration to improve scalability and reduce compute time.

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

Security Threat Model Analysis and Protection Practice in Edge Computing

A KubeEdge security audit shows how threat modeling, fuzzing, and SLSA L3 compliance address risks in edge deployments.

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

Revolutionizing Service Mesh with Kernel-Native Sidecarless Architecture

A look at reducing proxy resource use and microservice latency through a kernel-native, sidecarless service mesh.

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

OpenTelemetry Amplified - Full Observability with eBPF-Enabled Distributed Tracing

Explores using eBPF with OpenTelemetry to connect kernel- and user-space signals for less invasive, real-time observability of distributed systems.

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

Redefining Service Mesh: Leveraging EBPF to Optimize Istio Ambient Architecture and Performance

Explores using eBPF to improve Istio Ambient Mesh stability and performance by implementing zero-trust security and Layer 4 traffic capabilities.

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

Empower Large Language Models Serving in Production with Cloud Native AI Technologies

The session shows how cloud-native AI tools cut Llama-30B loading time and balance production LLM inference costs with timed autoscaling.

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

Gateway API and Beyond: Introducing Envoy Gateway's Gateway API Extensions

Explore Envoy Gateway policies that extend Kubernetes Gateway API to manage and secure edge traffic for cloud-native applications.

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