renu-123-pixel commented on issue #37264:
URL: https://github.com/apache/beam/issues/37264#issuecomment-3752880412

   Thanks for the alert.
   
   Looking at the recent history of 
test_cloudml_benchmark_cirteo_no_shuffle_10GB-runtime_sec, there is a 
noticeable drop in runtime starting on Jan 6 (2399s) compared to the previous 
baseline (~2800–3000s), following a short period of higher runtimes on Jan 4–5 
(~3500s).
   
   This appears to be a performance improvement, but the magnitude and sudden 
change suggest it could also be influenced by environmental factors (e.g., 
runner configuration, caching effects, or infrastructure differences) rather 
than a confirmed code-level optimization.
   
   Next steps:
   
   Check for any recent code changes affecting the CloudML / TFT pipeline 
around Jan 5–6.
   
   If no relevant changes are found, consider re-running the benchmark to 
validate repeatability.
   
   If the improvement is consistent across runs, we can mark this as an 
expected performance gain; otherwise, treat it as a potential flaky measurement.
   
   No immediate action required until repeatability or a causal change is 
identified.


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