6min chapter

Kubernetes Bytes cover image

Building the AI Hyperscaler with Kubernetes

Kubernetes Bytes

CHAPTER

Storage Options for AI Labs and Kubernetes Challenges

The chapter delves into the storage options favored by companies for AI labs, such as object storage and shared file systems, emphasizing the importance of local checkpointed files during distributed training. It also discusses challenges faced when working at scale with Kubernetes, stressing the need to understand CNI configuration and anticipate bottlenecks.

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