alisha-1000 commented on issue #40643:
URL: https://github.com/apache/beam/issues/40643#issuecomment-6373526677

   Hello,
   
   I’m interested in investigating this performance alert to determine whether 
the observed runtime variation reflects a genuine regression or normal 
variability in the Python GroupByKey batch load test.
   
   My initial investigation will focus on:
   
   1. Examining the historical Grafana metrics to establish the baseline 
runtime and determine whether the recent spikes represent a sustained change.
   2. Reviewing the load-test configuration and execution environment for 
factors that could affect runtime consistency.
   3. Correlating the observed change point with relevant code and dependency 
changes to identify a potential cause.
   4. Where feasible, validating the findings against additional runs or 
related performance tests before recommending corrective action.
   
   I’ll prioritize identifying a reproducible cause before proposing any 
implementation changes.


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