luchunliang opened a new issue, #11892:
URL: https://github.com/apache/inlong/issues/11892

   ### Description
   
   If CKafka experiences consecutive delivery failures in the Pulsar caching 
layer scenario, the solution is to employ a Negative Acknowledgment mechanism 
and immediately suspend consumption.
   
   ### Use case
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [x] Yes, I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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