nzw921rx commented on issue #12058:
URL: https://github.com/apache/seatunnel/issues/12058#issuecomment-5557075198

   Thanks for the investigation work so far. I have expanded #12086 with a 
step-by-step investigation methodology:
   
   https://github.com/apache/seatunnel/issues/12086#investigation-methodology
   
   To clarify the expectations for this issue: the immediate goal is to explain 
the reported variance through reproducible evidence. There is no expectation to 
submit a code change or PR immediately.
   
   Please start with one affected parameter combination from the existing 
benchmark, retain its measurement settings, and investigate how the anomalous 
iterations relate to specific runtime behavior. A consistent local environment 
is sufficient for initial reproduction and controlled experiments.
   
   Reproduction results, runtime observations, ruled-out hypotheses, and 
questions are all welcome here before a PR is ready. Existing experiments 
remain useful inputs; there is no need to restart work that already provides 
relevant evidence.
   
   We can discuss those findings first, then decide whether a benchmark 
correction, production change, or additional diagnostic capability is needed. 
Any proposed change should explain how it addresses the original symptom and 
preserve the relevant runtime guarantees.


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