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.

avatar for Lucas Servén Marín

Lucas Servén Marín

Principal Software Engineer, Red Hat
Lucas Servén Marín is a principal software engineer from Spain currently working for Red Hat in Berlin. By trade he is an electrical engineer, with a Masters in robotics. After two years at CoreOS, he joined Red Hat where he works on the OpenShift Monitoring team and contributes... Read More →

Friday May 4, 2018 16:25 - 17:00 CEST
  Machine Learning & Data, Intermediate