kfaraz opened a new pull request, #19697:
URL: https://github.com/apache/druid/pull/19697

   ### Changes
   
   - Add config to skip scaling if cost drop percentage is less than a 
threshold.
   This would help prevent the autoscaler from flapping. This is a temporary 
fix until we have stabilized the cost function.
   - Add metrics for current cost and optimal cost in `CostBasedAutoScaler`.
   These would help identify the cost difference between the current and 
optimal cost values when the auto-scaler chooses one task count over another.
   
   <hr>
   
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   This PR has:
   
   - [ ] been self-reviewed.
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   - [ ] added or updated version, license, or notice information in 
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 is met.
   - [ ] added integration tests.
   - [ ] been tested in a test Druid cluster.


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