CNCF [Cloud Native Computing Foundation] Courses

Testing and Release Patterns for Crossplane

探索Crossplane Composition升级生命周期、端到端测试工具和新单元测试功能，助力构建可靠的内部开发者平台，实现自信的更新和升级。

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

Build Container Runtime Based on Sandbox API of Containerd

Explore Sandbox API in containerd for building flexible container runtimes. Learn implementation techniques, benefits, and see demos of various sandboxed containers using the Kuasar framework.

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

CubeFS Boosts Efficiency of AI Production

探讨CubeFS如何应对AI数据存储挑战,提高可扩展性、性能和成本效益,分享实践经验和反思,助力AI生产效率提升。

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

LLMs Anywhere - Browser Deployment with Wasm and WebGPU

Explore deploying ML models in browsers using Wasm and WebGPU, reducing cloud dependency and enabling offline access. Learn practical examples for efficient cross-platform execution and optimized computation.

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

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

探讨LlamaEdge如何利用Rust和WebAssembly实现跨平台LLM应用开发,从基础推理到复杂RAG系统,展示其在云端和边缘设备上的灵活部署能力。

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

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

Explore Model Service Mesh, a new paradigm for efficient deployment and management of large-scale AI model services in cloud-native environments, addressing scalability, security, and performance challenges.

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

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

探索中国招商银行的云原生转型之旅：如何利用先进技术构建下一代金融科技IDP，提升开发效率，管理复杂应用，为金融机构数字化转型提供参考。

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

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

Discover Ollama Operator: simplify LLM deployment, bundling, and scaling across environments. Eliminate runtime complexities and dependency issues for seamless large language model management in Kubernetes.

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

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

Explore multi-cluster architecture for resilient, elastic hybrid cloud. Learn about challenges, solutions, and best practices for efficient application distribution and secure migration in large-scale Kubernetes environments.

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

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

Explore NanoVisor's innovative approach to enhancing FaaS cold start performance through lightweight container runtime, achieving secure sandboxed containers in just 5ms with minimal memory overhead.

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

Ensuring Success with Kyverno in Production - What You Must Know

Explore essential strategies for successful Kyverno deployment in production environments, covering policy creation, enforcement, scalability, and integration with existing workflows. Gain insights on optimizing performance and maintaining stability.

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

Unlocking LLM Performance with eBPF - Optimizing Training and Inference Pipelines

通过eBPF实现LLM训练和推理过程的可观察性,优化性能。介绍内存、网络和GPU分析方法,分享在PyTorch和llm.c项目中的实践经验,提高GPU利用率。

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

How to Increase the Throughput of Kubernetes Scheduler by Tens of Times

Explore advanced techniques to significantly boost Kubernetes scheduler performance, including algorithm optimization, parallel computation, and batch scheduling for improved cluster scalability and resource utilization.

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

Constructing the 10x Efficiency of Cloud-Native AI Infrastructure

Explore strategies to maximize GPU utilization, unify accelerators, manage resources, and optimize AI infrastructure for 10x efficiency in cloud-native environments.

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

Karmada and Istio - Improving Workload and Traffic Resilience in Production Distributed Cloud

Explore how Karmada and Istio enhance resilience in distributed cloud environments, focusing on workload management and traffic distribution across multiple clusters.

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