PNL0 commented on issue #44443:
URL: https://github.com/apache/airflow/issues/44443#issuecomment-2708900388

   I have been working on a fix for this issue and if appropriate I would like 
to raise a pull request. 
   
   Basically, to fix this problem, I followed the idea written by @Raul824, so 
when a dag is paused it status changes from running to queued, avoiding the 
duration keeps on increasing.


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