alamb commented on pull request #1732:
URL: 
https://github.com/apache/arrow-datafusion/pull/1732#issuecomment-1028383653


   > For context one of the reasons I'm interested in reducing the concurrency 
is somewhat stupid, the plans and the resulting metrics and tracing become 
HUGE, but I also can't help but feel that always pursuing the maximum 
concurrency is liable to hit a wall somewhere - probably memory 😁
   
   
   I think pursuing the maximum concurrency specified in `target_partitions` is 
a good strategy, but it needs to be complimented by a more sophisticated 
scheduler, that breaks the plans down into smaller pieces, perhaps as described 
/ explained in  https://github.com/apache/arrow-datafusion/issues/64


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