Improve limit handling in fairshare scheduler
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                 Key: HADOOP-5186
                 URL: https://issues.apache.org/jira/browse/HADOOP-5186
             Project: Hadoop Core
          Issue Type: Improvement
          Components: contrib/fair-share
            Reporter: Hemanth Yamijala
            Priority: Minor


The fairshare scheduler has a way by which it can limit the number of jobs in a 
pool by setting the maxRunningJobs parameter in its allocations definition. 
This limit is treated as a hard limit, and comes into effect even if the 
cluster is free to run more jobs, resulting in underutilization. Possibly the 
same thing happens with the parameter maxRunningJobs for user and 
userMaxJobsDefault. It may help to treat these as a soft limit and run 
additional jobs to keep the cluster fully utilized.

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