andygrove commented on issue #587:
URL: 
https://github.com/apache/arrow-datafusion/issues/587#issuecomment-894802884


   We should also discuss creating a scheduler in DataFusion (see 
https://github.com/apache/arrow-datafusion/issues/64) since it is related to 
this work. Rather than try and run all the things at once, it would be better 
to schedule work based on the available resources (cores / memory). We would 
still need the ability to track/limit memory use within operators but the 
scheduler could be aware of this and only allocate tasks if there is memory 
budget available.


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