hanahmily commented on PR #1047:
URL: 
https://github.com/apache/skywalking-banyandb/pull/1047#issuecomment-4219771785

   
   > Observed impact in this environment:
   > 
   > 1. Write throughput improved vs RF=1 at RF=2 (+28.7%) and RF=3 (+27.6%).
   
   It does not make sense. More RF will reduce throughput theoretically. Could 
you double-check it? 
   
   > 2. Query latency stayed close at RF=2 (p95 -2.4%, p99 -0.6% vs RF=1), but 
increased at RF=3 (p95 +13.0%, p99 +18.9%).
   
   It sounds reasonable; more RF will affect query performance because more 
data needs to be analyzed. 
   
   > 3. Resource usage:
   >    
   >    * Write phase CPU increased with higher RF, mainly on liaison and data 
roles.
   >    * Read phase CPU was relatively stable.
   
   More RF should use more CPU and memory to handle data. Could you increase 
the query load?
   
   
   


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