Lightning Talk: Sharing a GPU Among Multiple Containers

Weve been sharing GPU resources across multiple containers since 2016, and weve learned a few lessons along the way. In this lightning talk, well walk you through the work weve done and discuss so …

We’ve been sharing GPU resources across multiple containers since 2016, and we’ve learned a few lessons along the way. In this lightning talk, we’ll walk you through the work we’ve done and discuss some newer approaches to the same problem.Specifically, this talk will address:* Why GPUs matter* What makes sharing GPUs across containers hard* How we’ve managed to share GPUs in the past* Recent solutions, including the GPUShare Scheduler Extender project (https://github.com/AliyunContainerService/gpushare-scheduler-extender)