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From "Radim Kolar (JIRA)" <j...@apache.org>
Subject [jira] [Created] (MAPREDUCE-4256) Improve resource scheduling
Date Mon, 14 May 2012 15:47:53 GMT
Radim Kolar created MAPREDUCE-4256:
--------------------------------------

             Summary: Improve resource scheduling
                 Key: MAPREDUCE-4256
                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-4256
             Project: Hadoop Map/Reduce
          Issue Type: Improvement
          Components: resourcemanager
            Reporter: Radim Kolar
             Fix For: 2.0.0, 3.0.0


Currently resource manager supports only Memory resource during container allocation.

I propose following improvements:

1. add support for CPU utilization. Node CPU used information can be obtained by ResourceCalculatorPlugin.

2. add support for custom resources. In node configuration will be something like:

name=node.resource.GPU, value=1 (node has 1 GPU).

If job will need to use GPU for computation, it will add "GPU=1" requirement to its job config
and Resource Manager will allocate container on node with GPU available.


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