himanshug commented on issue #8456: ingesting with high cardinality dimension 
have low performance
URL: 
https://github.com/apache/incubator-druid/issues/8456#issuecomment-533239525
 
 
   @quenlang I hope you figured things out by now, but just in case...
   
   it sounds like 1sec is the query time when things don't have to wait 
anywhere for resource as in the single threaded case.
   
   for the parallel case, I guess `12~14s` came from queries waiting in 
historical for processing thread pool (I would expect that be reported in 
`query/wait/time` metric at historical) .
   
   at historical , query is processed by processing each segment (needed for 
this query) in parallel using the processing thread pool which is of limited 
size (63 in your case) , when you sent parallel queries all cores were utilized.
   
   utilizing all the cores is actually a good thing :)
   
   things can be tuned based on the use cases , try to check the query metrics 
( https://druid.apache.org/docs/latest/operations/metrics.html ) and take a 
look at 
https://druid.apache.org/docs/latest/operations/basic-cluster-tuning.html if 
you haven't .

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