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Performance

jtaylor-sfdc edited this page Jan 24, 2013 · 25 revisions

Phoenix follows the philosophy of bringing the computation to the data by using:

  • coprocessors to perform operations on the server-side thus minimizing client/server data transfer
  • custom filters to prune data as close to the source as possible

In addition, to minimize any startup costs, Phoenix uses native HBase APIs rather than going through the map/reduce framework.

Below are charts showing relative performance between Phoenix and some other related products.

Phoenix vs Hive

Phoenix vs Impala

Phoenix vs OpenTSDB

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