Sai on Kubernetes for AI/ML Orchestration

Описание: Sai Vennam, Principal Specialist Solution Architect, Container @ AWS, addresses whether Kubernetes remains the right orchestration platform as AI models become larger and more complex, or if fundamentally different solutions are needed.

Sai argues that *Kubernetes' extensibility and open source foundation allow it to mature into new requirements rather than being replaced*. He identifies key AI/ML workload characteristics that align perfectly with Kubernetes' core strengths:

Node instance selection
Orchestration capabilities, and
Managing both long-running training workloads and demand-responsive inference workloads.

Watch the full interview: https://ku.bz/yXYpPR_48