ivandika3 commented on PR #1455:
URL: https://github.com/apache/ratis/pull/1455#issuecomment-4523645142

   Thanks @szetszwo for checking this out. Did some benchmark for the first 
iteration where we batch by time and size and there are some improvements, but 
need to reduce the batch time to 50 microseconds. However, even then, the pure 
follower reads performance still cannot beat the pure leader read performance. 
   
   I will try to benchmark the natural batching method. However, currently I'm 
still preoccupied with other tasks so it won't be done so soon. 
   
   If even with natural batching it doesn't work, we might need to go one level 
deeper to reduce ReadIndex latency using things like IO_URING 
([RATIS-2545](https://issues.apache.org/jira/browse/RATIS-2545)) or even 
changing the architecture to use SEDA similar to Sofa-Jraft. However, please 
let me know if there are some bottlenecks that I missed.


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