Website introduction
Kubernetes (K8s) is the industry standard for container orchestration, and its official Chinese documentation provides concept introductions, introductory tutorials, task guides, and API references. K8s is the core infrastructure for large-scale AI service deployment.
When AI applications need to handle massive requests (such as ChatGPT’s hundreds of millions of conversations per day), Kubernetes is responsible for automatic scaling, load balancing, and fault recovery. Understanding K8s is an essential skill for becoming an AI architect.
Core learning content
- core concepts：Pod、Service、Deployment、Namespace
- Cluster management: Node management, resource scheduling, storage
- Application deployment: Rolling update, rollback, automatic expansion and contraction
- GPU scheduling: GPU resource management for AI training and inference
Suitable for whom
- Operations engineers and back-end architects
- MLOps engineers responsible for large-scale deployment of AI models
- Developers learning cloud native and microservices architecture