Apache: Big Data North America 2017 will be held at the Intercontinental Miami in Miami, Florida. 

Register now for the event taking place May 16-18, 2017. 
Thursday, May 18 • 3:40pm - 4:30pm
One-Click Production Deployment of Tensorflow AI and Spark ML Models Using 100% Open Source Jupyter Notebook, Kubernetes, and NetflixOSS - Chris Fregly, PipelineIO

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In this completely demo-based talk, Chris Fregly from PipelineIO will demo the latest 100% open source research in high-scale, fault-tolerant, distributed model training, testing, and serving using Tensorflow, Spark ML, Jupyter Notebook, Docker, Kubernetes, and NetflixOSS Microservices. This talk will discuss the trade-offs of mutable vs. immutable model deployments, on-the-fly JVM byte-code generation, global request batching, miroservice circuit breakers, and dynamic cluster scaling - all from within a Jupyter notebook. All code and docker images are available from Github and DockerHub at http://pipeline.io.

Thursday May 18, 2017 3:40pm - 4:30pm

Attendees (20)