Talks > 18-19/06/2020

Running GPU workloads on OpenShift

Using general available packages (in the form of container images) from an official source or a certified provider comes with a big caveat in relation to performance-sensitive workloads. These packages may provide ABI compatibility, but they are not optimized for our specialized hardware (like GPUs or high-performance NICs), nor our CPU chip architecture. The best way to address this is to compile your packages (build your images) on your own deployment.

OpenShift provides a way to seamlessly build images based on defined events called BUILDS. A build is the process of transforming input parameters into a resulting object. Most often, the process is used to transform input parameters or source code into a runnable image. A BuildConfig object is the definition of the entire build process.

The missing part to building hardware-specific images is to orchestrate the build process over the different available resources. In this presentation, attendees will learn about the Node Feature Discovery (NFD) operator and how to tie it to OpenShift builds to have a hardware-specific image build.


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