map-reduce doctor (Mr Doctor)
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                 Key: HADOOP-3956
                 URL: https://issues.apache.org/jira/browse/HADOOP-3956
             Project: Hadoop Core
          Issue Type: New Feature
            Reporter: Amir Youssefi


Problem Description: 

 Users typically submit jobs with sub-optimal parameters resulting in 
under-utilization, black-listed task-trackers, time-outs, re-tries etc.

 Issue can be mitigated by submitting job with custom Hadoop parameters.

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