yuecong edited a comment on issue #26060: [SPARK-29400][CORE] Improve 
PrometheusResource to use labels
URL: https://github.com/apache/spark/pull/26060#issuecomment-539819286
 
 
   > BTW, the following cover some gigantic clusters, but not all cases. There 
is a different and cheaper approach like `Federation`. We are using 
`Federation` which fits our environment much better.
   
   Would like to hear more about this. Our experience on Federation is that if 
we do not filter out some metrics but just federate metrics from each child 
server, the Federation prom will become the bottleneck. Federation provid a way 
to gather metrics from other Prometheus server, but it does not solve the 
scalability issues. 
   How many metrics you have for your Federation Prometheus ?
   

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