GitHub user benbenbang closed the discussion with a comment: Airflow 3.1.5 
Mixed Executors - Task Instance Not Found & State Desync Issues

> For users who experience the same thing in the future:
> 
> Regardless of which queue you use, if you migrate the same queue from the old 
> Airflow version to the new one, purge it first to prevent issues.
> 
> Also, Airflow only officially supports `Redis` and `RabbitMQ`. Just keep in 
> mind that if you use something else.

please check if the issue is coming from here

GitHub link: 
https://github.com/apache/airflow/discussions/61468#discussioncomment-15927808

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