Asquator commented on PR #55537:
URL: https://github.com/apache/airflow/pull/55537#issuecomment-3319698658

   ### Workload with one concurrency limit benchmark
   #### Description
   
   **DAGs: 20
   Tasks per DAG: 200
   `max_active_tasks=5`
   Operator: `BashOperator`
   Weight rule: downstream (default)**
   -> [See DAG 
code](https://gist.github.com/Asquator/eb25879e72d74143a7ac1003210f8cfb) <--
   
   <details>
   <summary>Technical details</summary>
   
   DB: Postgres 13
   CPU: 16 cores - D16s v3 (Azure)
   RAM: 64GB
   Executor: `LocalExecutor`
   Configurations:
   ```
   AIRFLOW__CORE__PARALLELISM=128
   AIRFLOW__SCHEDULER__MAX_TIS_PER_QUERY=16
   AIRFLOW__CELERY__WORKER_AUTOSCALE=48,16
   AIRFLOW__CELERY__OPERATION_TIMEOUT=60
   ```
   </details>
   
   #### Results
   | Selector strategy ➡️ <br> Category ⬇️| Old | New | Meaning
   |----------|----------|----------|----------|
   | Total iterations | 1401 | 331 | Less by ~4.2x |
   | Average scheduler loop duration | 678[ms] | 1663[ms] | Longer by ~2.45x |
   
   <img width="2456" height="1332" alt="Sproc benchmark" 
src="https://github.com/user-attachments/assets/b3757247-1ee6-40cd-aec1-e81c8ce4a78f";
 />
   


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