alisha-1000 commented on issue #40636:
URL: https://github.com/apache/beam/issues/40636#issuecomment-6336189268

   Hi @tvalentyn,
   
   I reviewed the issue and the proposed fix in #40646. The inconsistency 
between delta-based and total-memory observations is an important edge case for 
the resource estimator.
   
   I'd be interested in helping validate the fix, particularly around 
concurrent model loading, memory estimation accuracy, and admission-control 
behavior. Are there any additional edge cases or regression tests that would 
benefit from investigation alongside the existing PR?
   
   Thank you.


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