adithyachakilam commented on PR #17491:
URL: https://github.com/apache/druid/pull/17491#issuecomment-2660040468

   > IIUC, we are trying to calculate the lag in terms of "how many minutes 
worth of records is the supervisor yet to process". This value is fairly 
similar to the message gap but not quite the same. The message gap is the 
"difference between the current timestamp of the system and the timestamp of 
the latest ingested record". Whereas here, I think we want the "difference 
between the timestamp of the latest ingested record and the timestamp of the 
latest record in the stream".
   
   
   @kfaraz I think having this approach would fail for late/early arriving data 
which happens very frequently with the streams that we are trying to deal. The 
best approach we have is to calculate the production rate and then make a best 
guess of how many minutes are we lagging behind.


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