mxm opened a new pull request, #493:
URL: https://github.com/apache/flink-kubernetes-operator/pull/493

   So far, the code collects metrics as soon as the job goes into RUNNING mode, 
regardless of whether we are still in the stabilization period. This means the 
first metric collection window after rescaling will include metrics from the 
stabilization period. This is not desirable. The stabilization period is 
supposed to allow the job to stabilize. Metrics during stabilization shouldn't 
be used to make new scaling decisions.
   
   Further, the collected metrics for the scaling decider initially do not span 
a full metric window. Only after the first metric window is complete, we are 
guaranteed to have a full windows available. This leads to short-sighted 
scaling decisions.


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