Pebble32 commented on PR #69705:
URL: https://github.com/apache/airflow/pull/69705#issuecomment-5217082043

   Fair points. You are right it was not a scheduler error, the scheduler 
created the runs fine like your 1000 case. The failures were downstream, [tasks 
hitting X all at once]. 
   
   And I agree concurrency limits and pools are the correct tool for capacity, 
and that jitter does not help backfill, clear or new dags. Those need 
concurrency control.
   
   Where I still see jitter helping is narrower: peak shaving for the recurring 
scheduled case, opt in, when timing is not critical. It shrinks the spike at 
the source so you lean on throttling less, rather than replacing it. Same 
reason Jenkins has H for cron, as @uranusjr mentioned. Complementary to pools, 
not a substitute.


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