mcvsubbu commented on issue #6121:
URL: 
https://github.com/apache/incubator-pinot/issues/6121#issuecomment-706720810


   Pinot uses heap memory only for query execution (and then some one off 
operations like building indexes during load, etc.)
   In hosts that have consuming segments, heap memory is also use fo inverted 
indices, and segment build upon completion. Inverted indices for the consuming 
segment may expand as rows are ingested, and released in one go when the 
consuming segment completes. We have seen gc overload at that time.
   
   Everything else uses offheap memory -- either mmapped or direct.
   
   At linkedin, we typically have xmx of 16G, and use mmap for segments, and 
realime consumers.
   
   Coming back to your use case,  how many replicas do you have? (we need to 
output that as well, on the command line. I will fix that).
   
   What was the value of xmx you provided?


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