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Home > AWS re:Invent 2015 > (CMP310) Building Robust Data Processing Pipelines Using Containers and Spot Instances | AWS re:Invent 2015
Podcast: AWS re:Invent 2015
Episode:

(CMP310) Building Robust Data Processing Pipelines Using Containers and Spot Instances | AWS re:Invent 2015
Category: Technology
Duration: 00:34:22
Publish Date: 2015-10-09 13:30:00
Description: It's difficult to find off-the-shelf, open-source solutions for creating lean, simple, and language-agnostic data-processing pipelines for machine learning (ML). This session shows you how to use Amazon S3, Docker, Amazon EC2, Auto Scaling, and a number of open source libraries as cornerstones to build one. We also share our experience creating elastically scalable and robust ML infrastructure leveraging the Spot instance market.
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