Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/3705#issuecomment-67907292
  
    > It wasn't very clear to me in which cases messages could be processed in 
parallel using akka from my last read of the documentation, but guess I'm due 
for a second reading. :-)
    
    Yeah, this is kind of hard to find, but it's described in the [Actors and 
the Java Memory 
Model](http://doc.akka.io/docs/akka/2.0.2/general/jmm.html#Actors_and_the_Java_Memory_Model)
 section:
    
    > **The actor subsequent processing rule**: processing of one message 
happens before processing of the next message by the same actor.
    
    To get parallelism, the Akka solution is to use multiple actors.  That 
said, people do [mix the actor model with other concurrency 
models](http://osl.cs.illinois.edu/publications/conf/ecoop/TasharofiDJ13.html), 
so it pays to be careful here.


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