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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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Overview

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Explore the challenges and solutions of GPU sharing in Kubernetes clusters through this informative conference talk. Learn about the MetaGPU open-source project, which enables dynamic configuration of GPU sharing with zero downtime. Discover how to maximize GPU utilization for AI/ML workloads, overcome limitations in older GPU generations, and implement fractional GPU allocations. Gain insights into production-grade fractional GPU operations on Kubernetes clusters, including tips, challenges, and lessons learned from developing and implementing this technology.

Syllabus

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

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CNCF [Cloud Native Computing Foundation]

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