Eshcar commented on issue #8126: [Proposal] BufferAggregator support for 
growable sketches.
URL: 
https://github.com/apache/incubator-druid/issues/8126#issuecomment-517983639
 
 
   > [off-heap incremental index] It's not used more widely, including during 
the data ingestion specifically because of the unsolved problem with growable 
complex aggregations - this is what this proposal is all about.
   
   Then presenting a solution to this problem using Oak to manage the off-heap 
index, handling growable sketches using Memory, and showing that it performs as 
good as or better than the existing implementation would be a win-win-win 
solution, correct? 
   But I understand that it may not cover the entire scope of this issue, 
namely queries aggregation then I think the best thing to do would be to open a 
new issue for it.
   
   BTW, if the current off-heap solution is operational we can compare against 
it in the current system (cluster) benchmarks that we are running, and compare 
performance (without sketches at this point). From what I know last time we 
tried to evaluate the off-heap incremental index through component level test 
it crashed and we were told it is not properly maintained.
   Nevertheless, we will try running it in cluster mode. Any documentation on 
how we should configure the cluster to allow it running in off-heap mode?

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