Fractional GPU Allocations with MetaGPU Device Plugin for Kubernetes

Fractional GPU Allocations with MetaGPU Device Plugin for Kubernetes

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.