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Thursday, December 7 • 2:00pm - 2:35pm
''Hot Dogs or Not" - At Scale with Kubernetes [I] - Vish Kannan & David Aronchick, Google

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Kubernetes promises to be a multi workload platform. This talk will explore how Kubernetes can be easily leveraged to build a complete Deep Learning pipelines starting all the way from data ingestion/aggregation, pre-processing, ML training, and serving with the mighty Kubernetes APIs. This talk will use Tensorflow and other other ML frameworks to highlight the value that Kubernetes brings to Machine Learning. Along the way, key infrastructure features introduced to abstract and handle hardware accelerators which make Machine Learning possible will also be presented.

Speakers
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 →
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Vishnu Kannan

Software Engineer, Google Inc
Vishnu Kannan is a Senior Software Engineer at Google. Vishnu received his Masters in ECE from Georgia Tech. He has been a systems engineer ever since he graduated. He hacked on the Linux Kernel for a couple of years at Cisco. He then worked on Borg at Google. He is currently an... Read More →


Thursday December 7, 2017 2:00pm - 2:35pm
Meeting Room 9C, Level 3