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Apache Hadoop™ YARN: Moving beyond MapReduce and Batch Processing with Apache Hadoop™ 2
book

Apache Hadoop™ YARN: Moving beyond MapReduce and Batch Processing with Apache Hadoop™ 2

by Arun C. Murthy, Vinod Kumar Vavilapalli, Doug Eadline, Joseph Niemiec, Jeff Markham
March 2014
Intermediate to advanced
400 pages
10h 7m
English
Addison-Wesley Professional
Content preview from Apache Hadoop™ YARN: Moving beyond MapReduce and Batch Processing with Apache Hadoop™ 2

8. Capacity Scheduler in YARN

Typically organizations start Apache Hadoop deployments as single-user environments and/or just for a single team. As organizations start deriving more value from data processing and move toward mature cluster deployments, there are significant drivers to consolidate Hadoop clusters into a small number of scaled, shared clusters. This need is driven by the desire to minimize data fragmentation on multiple systems. Such concentration of data on a few HDFS clusters liberates data for organization-wide access, avoids data silos, and allows all-accommodating data-processing workflows. In addition, the operational costs and complexity of managing multiple small clusters are reduced.

Once the deployment architecture in ...

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Publisher Resources

ISBN: 9780133441925Purchase bookOther