JeremyXin commented on issue #11663:
URL: https://github.com/apache/seatunnel/issues/11663#issuecomment-5313941116

   Thanks for the guidance.
   
   I will first analyze the current requirement and existing Zeta capabilities 
around slot scheduling, worker/resource management,
   metrics, and recovery behavior, then prepare an STIP/design proposal before 
starting implementation.
   
   The design draft will focus on:
   - the phase-1 scope and whether it should be recommendation-only first,
   - the control-loop inputs and decision policy,
   - the actuation boundary for different environments,
   - and the scale-in safety model, including draining/decommission and 
checkpoint/restore interaction.
   
   After the STIP is reviewed and the scope is aligned, I will move on to 
implementation in incremental phases.


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