Github user thegiive commented on the pull request:

    https://github.com/apache/spark/pull/8129#issuecomment-135786660
  
    hi @JoshRosen , @andrewor14  , @srowen 
    
    Viirya and I are in the same team. Currently Spark standalone has only one 
FIFO scheduler outside the application and that what we want to change.
    
    Base on our team's simulation and observe, a advance scheduler will boost 
the spark standalone cluster's CPU/memory resource usage A LOT. We are working 
on implement a better scheduler than current version. This is our team's result 
and we have already push to prod. 
    
    Any idea or comment will be very helpful. Thanks 


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