Github user kayousterhout commented on the issue:

    https://github.com/apache/spark/pull/15505
  
    @witgo I don't mind moving the serialization out of resourceOffer, but I do 
think it's helpful to separate that from the too-many-objects-serialized issue. 
 Smaller PRs are easier for folks to code review (and as a result, are easier 
to merge) and it also makes it clearer where any performance improvements are 
coming from (i.e., are the performance improvements from eliminating the 
serialization, or just from moving it to a separate thread? It sounds like 
perhaps the latter).  I'd propose first merging #16053 (I'll clean this up to 
include the Mesos changes) and then merging this PR (so this PR will have only 
the change to split the resourceOffer and serialization process).


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