Raul824 commented on issue #44443:
URL: https://github.com/apache/airflow/issues/44443#issuecomment-2507879440

   Well I noticed this while looking at cluster activity, but isn't paused dags 
which went to running also using the resources of updating the duration as well.
   
   And pausing the dag doesn't actually kills the process which has started 
that I have noticed.
   
   So I think, if pausing functionality can be fixed to reset the status of the 
dag from running to queued or no state that would solve these issues.
   
   As for killing of already running tasks that is provided by marking a task 
as failed, the functionality of pause is fine at the moment of pausing the dag 
to not run further which is happening partially as tasks are not starting but 
dag state is also stuck on running in these cases which I think is a bug.


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