GitHub user pykenny added a comment to the discussion: Need help understanding 
total number of Dags oscillating on UI

Sorry, I seemed to made the wrong statement about the behavior earlier -- DAG 
processor updates the metadata database, and tries to infer state from database 
as well, not communicating to scheduler directly. When running standalone 
parser, scheduler look up the timestamp and stale duration to decide if some 
DAGs are out-of-sync.

So perhaps there are some job overlapping between processor and scheduler, but 
I'm not certain about the assumption/idea behind the design (for instance, 
should scheduler deactivate all the DAGs when DAG processor's down?).

GitHub link: 
https://github.com/apache/airflow/discussions/44495#discussioncomment-12235149

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