Kubernetes Podcast from Google cover image

AI/ML in Kubernetes, with Maciej Szulik, Clayton Coleman, and Dawn Chen

Kubernetes Podcast from Google

CHAPTER

Evolution of Kubernetes and Managing Various Workloads

This chapter delves into the historical context and evolution of Kubernetes, emphasizing the importance of simplicity and understanding in managing different workloads like serving, batch, AI, and ML. The discussion explores the challenges in defining and categorizing workloads, particularly in the context of inference tasks and high-performance computing. The chapter also highlights the significance of community involvement in shaping the future of Kubernetes and improving tools for managing diverse workloads.

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