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August 19-21 - Co-Located Events
August 21-23 - Conference
Hilton San Diego Bayfront - San Diego, CA
More information for Open Source Summit + Embedded Linux Conference North America 2019
Thursday, August 22 • 4:05pm - 4:40pm
Introducing Kubeflow (w. Special Guests Tensorflow and Apache Spark) - Trevor Grant, IBM & Holden Karau, Google

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Data Science, Machine Learning, and Artificial Intelligence has exploded in popularity in the last five years, but the nagging question remains, “How to put models into production?” Engineers are typically tasked to build one-off systems to serve predictions which must be maintained amid a quickly evolving back-end serving space which has evolved from single-machine, to custom clusters, to “serverless”, to Docker, to Kubernetes. In this talk, we present KubeFlow- an open source project which makes it easy for users to move models from laptop to ML Rig to training cluster to deployment. In this talk we will discuss, “What is KubeFlow?”, “why scalability is so critical for training and model deployment?”, and other topics.

Kubeflow is a rapidly developing project- this talk will include the most up-to-date information available as of conference time, including new features, recent changes, and future road map.

Speakers
HK

Holden Karau

Developer Advocate, Google
Holden is a transgender Canadian open source developer advocate @ Google with a focus on Apache Spark, BEAM, and related "big data" tools. She is the co-author of Learning Spark, High Performance Spark, and another Spark book that's a bit more out of date. She is a committer on and... Read More →
avatar for Trevor Grant

Trevor Grant

Open Source AI / IoT Evangelist, IBM
Trevor is an open source evangelist at IBM in Watson IoT. He is also a PMC on the Apache Mahout, Apache Streams, and Apache Community Development projects. He has spoken at conferences and Meetups internationally.


Thursday August 22, 2019 4:05pm - 4:40pm
Sapphire H
  • Session Recorded Yes