goutamadwant commented on issue #12060:
URL: https://github.com/apache/seatunnel/issues/12060#issuecomment-5554857608

   @DanielLeens @nzw921rx completed the benchmark-only changes and matched 
Linux A/A calibration
   
   - separated startup-inclusive timing from writes after coordinator 
activation and storage read-back
   - Java 8 and Java 11 each completed 96 fresh JVMs using identical artifacts 
for both comparison roles
   - verified raw results, log hashes and settings across 57,600 measured 
writes, with each JDK and timing contract analyzed separately
   - identical-code post-readiness ratios ranged from 0.951 to 1.216 on Java 8 
and 0.921 to 1.046 on Java 11, so these results do not support a production 
speedup claim or a small regression threshold yet
   - production storage and cleanup are unchanged, and the full Build now passes
   
   The next step is to agree on the readiness boundary and confirmation budget 
before evaluating a production optimization. Coordinator activation and 
read-back do not mean all background startup or JIT activity has settled.
   
   [Java 8 
calibration](https://github.com/goutamadwant/seatunnel/actions/runs/33983362872)
   [Java 11 
calibration](https://github.com/goutamadwant/seatunnel/actions/runs/33983358973)
   [Passing 
Build](https://github.com/goutamadwant/seatunnel/actions/runs/33984408660)


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