Github user jinxing64 commented on the issue:

    https://github.com/apache/spark/pull/18388
  
    >Is this all a single application? 
    
    No, it's data warehouse, there are thousands ETLs
    
     >You say 6000 nodes with 64 executors on each host, how many cores per 
executor?
    
    1 core per executor.
    
    > have you tried using spark.reducer.maxReqsInFlight
    
    I think we didn't.


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