luoyuliuyin commented on PR #39484:
URL: https://github.com/apache/airflow/pull/39484#issuecomment-2101002106

   > > Here are some benefits:
   > 
   > > The maximum scheduling delay between two nodes is reduced from 10 
seconds to less than 1 second.
   > > System throughput increased by more than 50%
   > > The machine load has dropped a lot
   > 
   > I assume it's only on MacOS? Do you see the same gains on Linux?
   > 
   > Maybe this shoud be MacOS only change ?
   
   The above data is my running results in the Linux environment. If 
ProcessPoolExecutor is created every time, no problem will be seen at the 
beginning, but over time the scheduling will become slower and slower, 
especially under high load conditions. If ProcessPoolExecutor can be reused, 
these problems will not occur.


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