kfaraz commented on PR #18457:
URL: https://github.com/apache/druid/pull/18457#issuecomment-3251689407

   Thanks for sharing the benchmarks, @GWphua !
   
   I am sorry but I fail to see a significant improvement, I must be missing 
something.
   In the second dataset, is the perf improvement when replacing 
`TypeReference` with `JavaType` from 12 ms to 11 ms per operation?
   
   We can merge off this PR if needed but I don't feel that it is really worth 
the effort right now to change all call sites that use `TypeReference`.
   
   To really attack the perf bottlenecks (either querying, ingestion or 
management), we can look at flamegraphs of services and specific threads to see 
where we are spending most of our time.


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