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Spot and overcome machine learning bottlenecks: Lessons from Baidu
case study

Spot and overcome machine learning bottlenecks: Lessons from Baidu

by Bin Fan, Haojun Wang
May 2017
Intermediate
27m
English
O'Reilly Media, Inc.
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)

Overview

A few months ago, Baidu deployed Alluxio to accelerate its big data analytics workload. Bin Fan and Haojun Wang explain why Baidu chose Alluxio, as well as the details of how they achieved a 30x speedup with Alluxio in their production environment with hundreds of machines. Based on the success of the big data analytics engine, Baidu is currently expanding the Alluxio and Spark infrastructure to accelerate other applications, such as machine learning.

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Publisher Resources

ISBN: 0636920459392