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May 2-4, 2018 - Copenhagen, Denmark
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Friday, May 4 • 16:25 - 17:00
Automating GPU Infrastructure for Kubernetes - Lucas Servén Marín, CoreOS (Intermediate Skill Level) (Slides Attached)

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Kubernetes has seen broad interest from the machine learning community and many users are bringing GPUs to their clusters. However, compiling, installing, and updating the NVIDIA kernel modules needed to run workloads on those GPUs continues to be a cumbersome and largely manual process. Furthermore, distributions like Container Linux, which update frequently can require new kernel modules every other week. In this presentation, Lucas Servén explains how to automate all of these operations for Kubernetes deployed on Container Linux and describes his experience running GPU Kubernetes clusters on both AWS and bare metal.

Speakers
avatar for Lucas Servén Marín

Lucas Servén Marín

Software Engineer, CoreOS
I am a Spanish software engineer currently working for CoreOS in Berlin. By trade I am a electrical engineer, with a Masters in robotics from UC Berkeley. After finishing my degree, I began at CoreOS, where I have been working on Tectonic and Kubernetes for the last year and a half... Read More →



Friday May 4, 2018 16:25 - 17:00
C1-M5