VPatel5 commented on issue #69660:
URL: https://github.com/apache/airflow/issues/69660#issuecomment-4969396288

   > [@VPatel5](https://github.com/VPatel5) any updates to your scheduler 
memory leak?
   
   We have observed that the memory usage patterns differ across the three 
Airflow scheduler replicas over the last 4 days:
   
   **Scheduler 1 (apache-airflow-scheduler-695788959-vvwn4):** Memory grew 
gradually from ~640 MiB and plateaued at ~1.02 GiB around 07/12. Since then, 
usage has remained stable.
   **Scheduler 2 (apache-airflow-scheduler-695788959-g6t9f):** Memory exhibits 
frequent, short-lived spikes (roughly every few minutes, each ~15 MB above 
baseline) with a stable baseline. 
   **Scheduler 3 (apache-airflow-scheduler-695788959-wdl59):** Memory is 
continuously and gradually increasing, from ~640 MiB to 1.14 GiB,
   
   **Scheduler 1:**
   <img width="2147" height="394" alt="Image" 
src="https://github.com/user-attachments/assets/04f1d31b-b554-45f9-9687-e1e5e439e0b8";
 />
   **Scheduler 2:**
   <img width="2146" height="408" alt="Image" 
src="https://github.com/user-attachments/assets/96b6554f-6b2b-4fb9-8b12-f86eb19cc2b3";
 />
   **Scheduler 3:**
   <img width="2151" height="396" alt="Image" 
src="https://github.com/user-attachments/assets/c4dd115b-9730-4264-ad4b-a10149127c1a";
 />
   
   Based on this data, I can't fully conclude that the memory leak is resolved 
— Scheduler 3 in particular is still trending upward. However, the behavior is 
definitely improved.
   
   


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