sunithabeeram commented on issue #4172: Kafka Low Level Consumer (LLC) Offset 
Lag metrics
URL: 
https://github.com/apache/incubator-pinot/issues/4172#issuecomment-501555094
 
 
   @haibow - would like to hear how the lag based alert is tuned on your end. 
Do you alert on non-zero value?
   
   As noted in the design doc, I believe the kafka offset based lag has the 
issue with tuning as well; unless we always get an offset lag of 0, any other 
number needs to be interpreted based on the events per second expected on the 
topic.
   
   For alerting based on the freshness metric, the SLA should be based on the 
upstream characteristics and we expect this to be order of minutes (under a 
minute would make it quite noisy); For ex, in some cases, we have an upstream 
samza job that runs hourly, so freshness can be quantified only up to that 
delay.

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