Github user thegiive commented on the pull request:

    https://github.com/apache/spark/pull/7958#issuecomment-128226959
  
    Hi @CodingCat : Thanks for commenting. Viirya and I are in the same team. 
We know 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. For now, the most 
important thing is to setup a suitable and extensive interface on the 
scheduler. In the scheduler interface is ready, we can treat our scheduler as a 
extension or plugin of Apache Spark. 



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