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https://issues.apache.org/jira/browse/SPARK-20589?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16127911#comment-16127911
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Imran Rashid commented on SPARK-20589:
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couldn't you just limit the number of executors of your spark app?

I realize that you might want more executors for other parts of your app, but 
you could always break into multiple independent spark apps.  I realize it 
isn't ideal, but I'm worried about the complexity of this for what seems like a 
rare use case.  

> Allow limiting task concurrency per stage
> -----------------------------------------
>
>                 Key: SPARK-20589
>                 URL: https://issues.apache.org/jira/browse/SPARK-20589
>             Project: Spark
>          Issue Type: Improvement
>          Components: Scheduler
>    Affects Versions: 2.1.0
>            Reporter: Thomas Graves
>
> It would be nice to have the ability to limit the number of concurrent tasks 
> per stage.  This is useful when your spark job might be accessing another 
> service and you don't want to DOS that service.  For instance Spark writing 
> to hbase or Spark doing http puts on a service.  Many times you want to do 
> this without limiting the number of partitions. 



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