Sai on Kubernetes for AI/ML Orchestration
Автор: KubeFM
Загружено: 2025-09-04
Просмотров: 229
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
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