GitHub user shaealh added a comment to the discussion: Airflow task failed but 
spark kube app is running

@rcrchawla Thanks for the details. Reducing schedulers from 2 to 1 may reduce 
some DB activity, it won’t fix your issue since it seems to be heartbeat/API 
related 
can you try reducing worker_concurrency from 16 to 8 or 10 (unfortunately 
behavior in Airflow 3.0.4 is not always comparable to 2.2.2 at the same 
concurrency)
you can also try increasing task_instance_heartbeat_timeout from 900 to 1800

GitHub link: 
https://github.com/apache/airflow/discussions/63298#discussioncomment-16092752

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