Github user hequn8128 commented on the issue:

    https://github.com/apache/flink/pull/5094
  
    Thanks for your replies.
    @fhueske : The watermark must be aligned with timestamps, and it is the 
main reason why watermarks are hold back(right?).  Current window join may 
output a record with timestamp equals to the earlier **output** watermark(see 
`testRowTimeJoinWithCommonBounds2 ` in `JoinHarnessTest `).  
    
    @xccui : I am considering that if we can cache more late records to have a 
more complete join result, and this can be achieved by caching both left and 
right data that is later than the holding back watermark.


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