tdunning commented on pull request #7076:
URL: https://github.com/apache/incubator-pinot/pull/7076#issuecomment-865239822


   @Jackie-Jiang 
   
   It is not expected that accuracy would be worse if you normalize by number 
of centroids. On the other hand, compression 200 with new should by at least as 
many centroids as compression 100 in 3.2.
   
   Can you say more about the merge strategies of interest? I would be happy to 
build a reference test that mirrors your needs.
   
   Merging through a ser-de step will definitely have an impact on accuracy 
since more data is transiently kept in memory than is strictly specified by the 
compression level. Even so, we should be able to find a good trade-off.
   


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