Saturday, April 23, 2011

Video: HBase Dos and Don'ts

Cloudera VP Customer Solutions, Omer Trajman, presented a talk on HBase Dos and Don'ts to the Los Angeles Hadoop Users Group earlier this month.

The full video is available after the jump.

Sponsor

LA-HUG HBASE DO's and DON'Ts from Shopzilla on Vimeo.

At glance, the dos and don'ts are:

Do:


  • Use a key prefix that distributes well

  • Keep the number of regions reasonable - about 100 per node.

  • Disable auto-compaction

  • Use compression

  • Explicitly put hbase-site.xml in your CLASSPATH

  • Monitor the health of your cluster

  • Store multiple copies for different access patterns

Don't:


  • Wholesale replacement of every RDBMS

  • Run huge MR Jobs directly off of HBase

  • Use timestamps as teh first part of your key

  • Allocate all CPUs to your TaskTrackers

  • Mixed workloads with SLAs

  • Use a single client bulk load or bulk load with put

  • Let the Region Server Swap

Discuss


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