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.
--- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org