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Seattle, WA
December 10–13, 2018
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Wednesday, December 12 • 2:35pm - 3:10pm
Enterprise Machine Learning on K8s: Lessons Learned and the Road Ahead - Timothy Chen & Tristan Zajonc, Cloudera

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Kubernetes as a platform is being asked to support an ever increasing range of workloads, including machine learning and big data processing. These new workloads introduce challenges both for both end users and cluster administrators. Data scientists want the flexibility to run any workload and library they require, data engineers want to ensure the scalability and reliability of production workloads, and cluster administrators want to maintain governance and control over cluster resources. At Cloudera, we’ve built a machine learning platform on Kubernetes that seeks to balance these competing objectives. In this talk, we will share some of the key design choices we made, lessons learned supporting large enterprise customers, and our vision of the road ahead for machine learning and AI on Kubernetes.

Speakers
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Timothy Chen

Software Engineer, Cloudera
Timothy Chen is a Software Engineer at Cloudera, working on their Enterprise Machine learning platform. He was also CEO / cofounder of Hyperpilot and Apache PMC/committer on Apache Drill and Apache Mesos.
TZ

Tristan Zajonc

CTO of Machine Learning, Cloudera
Tristan Zajonc is CTO of Machine learning at Cloudera. Previously, he was cofounder and CEO of Sense, a visiting fellow at Harvard’s Institute for Quantitative Social Science, and a consultant at the World Bank. Tristan holds a PhD in public policy and an MPA in international development... Read More →



Wednesday December 12, 2018 2:35pm - 3:10pm
Ballroom 6A