CNCF [Cloud Native Computing Foundation] Courses

Optimize LLM Workflows with Smart Infrastructure Enhanced by Volcano

See how topology-aware GPU scheduling and cluster recovery can improve the efficiency of large-scale LLM training and inference.

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

TiDB - Your Next MySQL Alternative for Scalable Database Solutions

TiDB combines transactions, analytics, and vector computations in a MySQL-compatible distributed database to simplify application stacks.

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

The Bang! - When Bad Things Happen to Your Data - Preventing and Remediating Data Security Breaches

A 1990s-style game puts participants in breach scenarios to make data security decisions that strengthen infrastructure.

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

Testing and Release Patterns for Crossplane

Learn to test Crossplane Compositions in isolation and manage upgrades from local commits through controlled releases to customer environments.

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

Build Container Runtime Based on Sandbox API of Containerd

Shows how containerd’s Sandbox API supports runtimes spanning VMM, user-mode kernel, WebAssembly, and runc sandboxes.

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

CubeFS Boosts Efficiency of AI Production

How CubeFS addresses the scale, performance, stability, and cost demands of storage for AI model training.

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

LLMs Anywhere - Browser Deployment with Wasm and WebGPU

See how WebAssembly and WebGPU bring machine learning models into browsers, reducing reliance on cloud GPU clusters and constant internet access.

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

Write Once Run Anywhere for GPUs - Portable AI Workloads with Rust and WebAssembly

A Rust and WebAssembly runtime makes LLM applications portable across devices, from simple sentence completion to RAG agents running on heterogeneous Kubernetes clusters.

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

Model Service Mesh: A New Paradigm for Large-Scale AI Model Service Deployment and Management

Introduces a model service mesh for scalable AI model delivery, including dynamic routing, multi-model endpoints, cache-aware scheduling, and lifecycle management.

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

The Journey of Next-Gen FinTech IDP at China Merchants Bank

A Chinese retail bank’s three-year cloud-native shift shows how a next-generation internal developer platform reshaped engineering for thousands of developers.

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

No More Runtime Setup - Bundling, Distributing, Deploying, and Scaling LLMs Seamlessly with Ollama Operator

Use Ollama Operator to bundle, distribute, deploy, and scale large language models across Kubernetes environments.

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

Leveraging Multi-Cluster Architecture for Resilient and Elastic Hybrid Cloud - Xiaohongshu Case Study

How Xiaohongshu uses Karmada to distribute applications across Kubernetes clusters, migrate them securely, and improve elasticity in hybrid cloud infrastructure.

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

NanoVisor: Revolutionizing FaaS Cold Start Performance with Secure, Lightweight Container Runtime

NanoVisor reduces FaaS cold starts with lightweight container setup, read-only filesystems, and sandbox forking to launch secure containers in milliseconds.

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

Ensuring Success with Kyverno in Production - What You Must Know

Learn how to prepare Kyverno for production, from policy creation and enforcement to scaling, troubleshooting, and integration with existing workflows.

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

Unlocking LLM Performance with eBPF - Optimizing Training and Inference Pipelines

See how eBPF profiles memory, network, and GPU bottlenecks in LLM training and inference without disrupting workloads.

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