Jackie-Jiang commented on issue #15675:
URL: https://github.com/apache/pinot/issues/15675#issuecomment-2856325204

   > > One challenge is to figure out the pages to cache. Do you plan to shadow 
some queries to the segments so that cache can be warmed up based on the live 
traffic?
   > 
   > [@Jackie-Jiang](https://github.com/Jackie-Jiang) The idea is that the 
offline flow would run on some intervals (we do it every 6 hours) and gather 
live queries based on some heuristic, like latency, num-docs-scanned etc to 
populate a list of queries and store in the deep-store.
   > 
   > I am not sure how we can integrate this offline-flow in OSS, we use a 
airflow/temporal script to run this and gather the queries from logs
   
   I see. So basically you have a query file stored somewhere else to help warm 
up the cache. Given it is hard to integrate this into OSS, shadowing live 
queries seems a good alternative for OSS


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