himanshug commented on issue #8031: remove unnecessary synchronization overhead 
from complex Aggregators
URL: 
https://github.com/apache/incubator-druid/issues/8031#issuecomment-510633717
 
 
   @Eshcar thanks for pointing to that benchmark, that is the performance in 
ideal condition and specific to thetaSketch and aggregation methods typically 
do a little bit extra work and not just sketch op for managing things . 
However, I stand corrected that synchronization overhead is not necessarily 
always negligible compared to sketch operations and would depend on different 
aggregator implementations.
   
   @pdeva you are right that there is always a non-zero overhead even if little.
   
   hmmm.. I think, optimization proposed here might provide slight performance 
improvement for queries where multi million rows are scanned/merged and there 
were multiple sketch aggregators in the query.
   
   @gianm does that sound reasonable ?

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