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CNCF [Cloud Native Computing Foundation]

Fractional GPU Allocations with MetaGPU Device Plugin for Kubernetes

CNCF [Cloud Native Computing Foundation] via YouTube

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This talk covers MetaGPU, a device plugin and toolset for dynamically sharing GPUs in Kubernetes, enforcing memory limits, and reconfiguring allocations without downtime. It draws on experience developing and operating a production GPU-sharing cluster for AI/ML workloads.

Syllabus

Sharing is Caring – Fractional GPU Allocations With MetaGPU Device Plugin - Dmitry Kartsev, cnvrg.io

Taught by

CNCF [Cloud Native Computing Foundation]

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