Loading…
Vancouver, BC, Canada
August 27 & 28 - Co-Located Events, Tutorials, Labs & Lightning Talks
August 29-31 - Conference
Click Here For Information & Registration
View analytic
Thursday, August 30 • 4:00pm - 4:40pm
Introducing KubeFlow: A System for Deploying ML/AI on Kubernetes - Trevor Grant, IBM & Holden Karau, Google

Sign up or log in to save this to your schedule and see who's attending!

Feedback form is now closed.
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.

Speakers
avatar for Trevor Grant

Trevor Grant

Open Source Evangalist, IBM
Trevor Grant is a PMC Member of the Apache Mahout and Apache Streams projects. In his day job he is an Open Source Evangelist / AI Engineer at IBM. He likes to tinker with computers and math. His major projects at the moment are a set of Tensorflow based generative chatbots trained... Read More →
avatar for Holden Karau

Holden Karau

Developer Advocate, Google
Holden is a transgender Canadian open source developer advocate @ Google with a focus on Apache Spark, Airflow, 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 She is the co-author of Learning Spark, High Performance Spark, and another Spark book that's a bit more out of date.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 and... Read More →


Thursday August 30, 2018 4:00pm - 4:40pm
Room 114/115