SamWheating commented on issue #15559:
URL: https://github.com/apache/airflow/issues/15559#issuecomment-831450306


   We've been experiencing the same issues (Airflow 2.0.2, 2x schedulers). 
   
   Furthermore, when a task has `depends_on_past=True` this will cause the DAG 
to completely lock as no future runs can be created. 
   
   I'm currently trying to recreate this by running some high-frequency DAGs 
with and without multiple schedulers, I'll update here with my findings. 


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