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

As for duplicated work on DAG processor, there were some discussion about how 
to avoid such situation, and I feel like it's still an open question for now:
 - https://github.com/apache/airflow/issues/32966

GitHub link: 
https://github.com/apache/airflow/discussions/44495#discussioncomment-12235348

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