Github user li-zhihui commented on the pull request:

    https://github.com/apache/spark/pull/1616#issuecomment-54914557
  
    @andrewor14 
    In yarn mode, these cache files will be clean up automatically, and in 
standalone mode, it's not handled.
    
    Now in standalone mode, application work directory 
<code>SPARK_HOME/work/APPLICATION_ID</code> in slave nodes is not clean up too. 
I think if this issue (cleaning up application work directory) was resolved, we 
could use the application work directory as cache directory.


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