chernyih commented on PR #12131:
URL: https://github.com/apache/kafka/pull/12131#issuecomment-1123211008

   Retry backoff doesn't help. `KafkaAdminClient` fetches metadata from 
bootstrap server, let's say with a call timeout of 5s. Within 5s, 
`NetworkClient` can connect to the bootstrap server multiple times based on 
reconnect backoff. After 5s, fetch metadata call times out because the 
bootstrap server node is not ready. Since the last attempt of fetch metadata 
request is 5 seconds ago (which should be more than retry backoff), 
`KafkaAdminClient` will retry fetching metadata again.
   
   Another case is if there are clients that use `NetworkClient` and don't 
implement retry backoff, then retry backoff has no effect.


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