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Wednesday, July 13 • 17:40 - 18:20
Container + Deep Learning: From Working to Scaling - Frank Zhao, EMC

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Deep learning(DL) is becoming hot and attracting many Dev&Ops to build the artificial intelligence which will have far-reaching impact to the industry and life. Now with various deep networking frameworks like CNN, RNN or memory networking are intensively developed, and modern hardware including multi-core, GPU, FGPA are widely available, next, we believe it’s critical important to easily deploy, manage and scale such DL system, where container could be a powerful weapon and natural choice.
In this session, we will give comprehensive introduction on how to build the efficient and scalable DL system, taking state-of-the-art Tensflow, Kubernetes and Docker as example. We start from multiple instances at single host, and scale to multiple hosts with many Pods, and share our practices and tips focusing on QoS management, balance and quickly scale instances.

Speakers
FZ

Frank Zhao

Software Architect, EMC Corp. CTO Office
Frank Zhao is Software Architect and Innovator at EMC Office of CTO, where he is leading EMC CTO relevant Advanced Development projects on micro-service and Big Data in-memory analytics with intensive interactions with Docker, Storm, Spark, Redis, Kafka etc. Before that Frank has many years of engineering experience in File System, flash and distributed storage, deep performance optimization etc. Frank is ACM member and named inventor on 3... Read More →


Wednesday July 13, 2016 17:40 - 18:20
Pegasus

Attendees (13)