Fly-Style opened a new pull request, #18991:
URL: https://github.com/apache/druid/pull/18991

   Also, this patch replaces idle decay with logarithmic lag acceleration, 
providing smoother scaling under different lag conditions.
   
   Example under the hood.
   
   <details>
   
   **p** = partition count
   **rate** = processing rate, given from metrics
   
   <img width="900" height="750" alt="image" 
src="https://github.com/user-attachments/assets/7c4e5110-470f-4352-b63a-4c063a8a9b7a";
 />
   
   </details>


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