Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/3112#issuecomment-62483559
  
    I don't think that this problem is limited to YARN; I think that I've also 
seen when submitting jobs to a standalone cluster using `spark-submit`'s 
`cluster` deploy mode.  If a user has set `spark.driver.host` in their default 
configuration file and submits the driver to a remote machine for which this 
setting is invalid, then I think they'll still run into this error.
    
    When using a cluster deploy mode, whether through YARN or Spark's 
standalone cluster manager, I think we should completely ignore any values of 
`spark.driver.host` that might have been inherited from the submitting machine.


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