Stop Wasting GPUs: How We Built a Golden Path for GPU Sharing on Kubernetes by Engin Diri

Engin Diri explores how to stop wasting GPU resources on Kubernetes by building a golden path for GPU sharing. In this talk, Engin walks through the real challenges of GPU scheduling and utilization in cloud native environments, and shares how his team built an opinionated approach to GPU sharing that developers actually want to use. You will hear about the patterns, tools, and tradeoffs involved in making GPU resources more accessible and efficient on Kubernetes. If you are managing GPU workloads, ML infrastructure, or cloud native platforms, this talk offers practical strategies for getting more value out of your GPU investments. Recorded live at Kubernetes Community Days Texas on May 15, 2026, at the TCEA Conference Center in Austin, Texas. Kubernetes Community Days Texas is a community driven CNCF event focused on learning, collaboration, and open source connection across the cloud native ecosystem. Thank you to our sponsors for making this event possible: https://community2.cncf.io/events/det... Learn more about KCD Texas: https://kcdtexas.org Follow KCD Texas: @KCDTexas