Github user vanzin commented on the pull request:

    https://github.com/apache/spark/pull/4051#issuecomment-71511857
  
    It feels like it would be better to have "# of NMs" executors with many 
cores than "> # of NMs" executors with less cores.
    
    Unless your plan is that we should prefer lots of small executors launched 
on demand, in lieu of the current approach people take of launching larger 
executors.


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