kennknowles commented on issue #21569:
URL: https://github.com/apache/beam/issues/21569#issuecomment-1400744712

   I know that Flink has a highly tuned Kafka connector. And we do expect 
_some_ overhead since Beam will add a couple layers of virtual method calls. If 
there are inefficiencies in serialization that will be a serious overhead.
   
   The other thing I should say is of course in streaming we care primarily 
about cost and maximum scale so limiting everything to 1 task manager etc is 
not necessarily measuring what you care about. It is still useful for finding 
overhead, for sure.


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