Are You Really Out of GPUs? How to Better Understand Your GPU Utilization

Are You Really Out of GPUs? How to Better Understand Your GPU Utilization

Explore effective methods for understanding and optimizing GPU utilization in Kubernetes clusters through this informative conference talk. Discover open-source tools that provide better visualization of GPU usage, enabling more informed decision-making for AI workload assignment. Learn strategies to maximize the potential of existing GPU resources, addressing the challenge of high demand and limited availability without resorting to costly hardware additions. Gain insights into improving resource allocation and efficiency, ultimately enhancing the performance of AI workloads in cloud-native environments.