May 2-4, 2018 - Copenhagen, Denmark
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Friday, May 4 • 14:00 - 14:35
Conquering a Kubeflow Kubernetes Cluster with ksonnet, Ark, and Sonobuoy - Kris Nova, Heptio & David Aronchick, Google (Intermediate Skill Level)

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Kubernetes provides a unique environment for running distributed applications. In this demonstration we learn how Ark, Sonobuoy, and ksonnet are helping to craft a kubernetes configuration build for rock solid machine learning. In this talk we explore a kubernetes cluster configured for infrastructure optimization as well as data experimentation, model porting, and cloud specific configurations for advanced machine learning.
We learn about the constructs behind the kubeflow project, and take ownership of them and our infrastructure with Ark and ksonnet. We validate the health of the cluster with Sonobuoy, and ensure that as machine learning engineers we are operating the healthiest cluster we can.

avatar for David Aronchick

David Aronchick

Program Manager, Microsoft
David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this. Previously, David led product management for Kubernetes at Google, launched GKE, and co-founded... Read More →
avatar for Kris Nova

Kris Nova

Senior Developer Advocate, Heptio
Kris Nova is a Senior Developer Advocate for Heptio. She is a Kubernetes maintainer and contributor. She wrote the book on cloud native infrastructure. She spends her free time climbing mountains.

Friday May 4, 2018 14:00 - 14:35