GitHub user bangbangDong added a comment to the discussion: The scheduler 
stopped running due to a deadlock problem

In addition, I tested a 10s dag task and ran for two days without this problem, 
probably not because the cycle is too short leading to deadlock.

GitHub link: 
https://github.com/apache/airflow/discussions/45275#discussioncomment-11714201

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