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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.
Speakers
avatar for David Aronchick

David Aronchick

Head of OSS Machine Learning, 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, he led product management for Kubernetes, launched Google Kubernetes Engine and... Read More →
avatar for Kris Nóva

Kris Nóva

Chief OSS, Sysdig
Kris Nova, Chief Open Source Advocate at Sysdig, focuses on security, intrusion detection, and the Linux kernel with Kubernetes and eBPF. As an active advocate for open source, Nova is an ambassador for the CNCF and the creator of kubicorn, a successful Kubernetes infrastructure management... Read More →

Friday May 4, 2018 14:00 - 14:35 CEST
C1-M5
  Machine Learning & Data, Intermediate