Github user aljoscha commented on the pull request:

    https://github.com/apache/flink/pull/906#issuecomment-121168918
  
    The job I ran was source -> repartition -> sink, where the source is 
generating tuples in an infinite loop.
    
    The gist of the data is this (I'm rerunning some of them with longer 
runtimes to remove outliers):
     - Introducing timestamp for each record that is set at source incurs about 
a 15 % performance hit in these tests 
     - Watermarks have no additional overhead once the interval is higher than 
100 sec (I didn't test with lower intervals, such as 50 sec, but I will do 
these today.)


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