talatuyarer commented on PR #29792:
URL: https://github.com/apache/beam/pull/29792#issuecomment-1959899288

   @je-ik  `maxParallelism` beyond the number of partitions in Kafka, you're 
basically giving workers extra splits that they don't need for that Kafka 
topic. This means each worker ends up using more threads than necessary. And 
when you've got a bunch of KafkaIO pipelines doing this, it eats up more memory 
and makes the checkpoints bigger. Bigger checkpoints can slow down how often 
you can do them, which isn't great for keeping things running smoothly.
   
   Is there any benefit to set bigger than partition count ? 
   
   


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