hafid-d opened a new issue #16107:
URL: https://github.com/apache/airflow/issues/16107


   **Apache Airflow version**: 2.0.2
   
   
   **Kubernetes version (if you are using kubernetes)** (use `kubectl version`):
   
   - **Cloud provider or hardware configuration**:
   - **OS** :  Ubuntu 18.04.3 
   - **Install tools**: celery = 4.4.7, redis = 3.5.3
   
   **What happened**:.
   Noticed a weird behavior with Airflow backfilling: my previous dags are 
still queing and running even after doing the following :
   
   - Setting catchup_by_default=False in airflow.cfg
   - Setting catchup=False in the DAG definition
   - Using LatestOnlyOperator
   
   **What you expected to happen**: 
   I expect the old dags not to be running again.
   


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