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Monday, November 18 • 5:32pm - 5:37pm
Lightning Talk: Sharing a GPU Among Multiple Containers - Patrick McQuighan, Algorithmia

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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)

Speakers
avatar for Patrick McQuighan

Patrick McQuighan

Senior Software Engineer, Algorithmia
Patrick joined Algorithmia in December 2015 and has focused on improving system performance and creating the Enterprise AI Layer Enterprise product, an ML deployment and management system that runs on multiple cloud providers and on-prem infrastructures. Previously, Patrick worked... Read More →

McQuighan Share GPUs pdf
Monday November 18, 2019 5:32pm - 5:37pm PST
Exhibit Hall AB - San Diego Convention Center Ground Level
  Lightning Talk Sessions, Machine Learning + Data