hi Sungwoo,

I don’t believe the TPC-DS benchmark is the best way to demonstrate the 
advantages of Hive LLAP’s distributed cache. 
TPC-DS is primarily designed to measure query optimization and overall system 
performance across a wide variety of complex workloads, but it doesn’t 
necessarily highlight scenarios where LLAP’s in-memory caching of frequently 
accessed data provides clear benefits. 
A more targeted benchmark or workload that emphasizes repeated access to the 
same datasets would be a better fit to showcase the strengths of LLAP’s 
distributed caching capabilities.

Regards,
Denys

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