Umesh7987 opened a new issue, #45915:
URL: https://github.com/apache/airflow/issues/45915

   ### Apache Airflow version
   
   2.10.4
   
   ### If "Other Airflow 2 version" selected, which one?
   
   Apache Airflow 2.4.1
   
   ### What happened?
   
   The scheduler fails to trigger tasks on certain DAGs. The tasks remain in 
the ‘queued’ state indefinitely without executing. This started after upgrading 
to Airflow 2.4.1.
   
   ### What you think should happen instead?
   
   The tasks should transition from the ‘queued’ state to the ‘running’ state, 
and be executed as per the DAG schedule.
   
   ### How to reproduce
   
   Provide clear, step-by-step instructions to reproduce the problem. Example:
   
   Install Apache Airflow 2.4.1.
   Create a simple DAG with two tasks.
   Trigger the DAG and observe that the tasks stay in the ‘queued’ state 
without execution.
   
   ### Operating System
   
   Ubuntu 20.04
   
   ### Versions of Apache Airflow Providers
   
   Ubuntu 20.04
   
   ### Deployment
   
   Official Apache Airflow Helm Chart
   
   ### Deployment details
   
   apache-airflow-providers-google 2.0.1
   
   ### Anything else?
   
   Deployed using Helm chart on Kubernetes with 3 replicas
   This issue occurs every time the DAG is triggered after the upgrade to 
2.4.1. Logs indicate the scheduler is not picking up the task in the ‘queued’ 
state
   
   [2025-01-22 12:34:56] ERROR task_scheduler: Task stuck in 'queued' state  
   
   
   ### Are you willing to submit PR?
   
   - [x] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
   


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