jackylee-ch commented on issue #11050:
URL: https://github.com/apache/gluten/issues/11050#issuecomment-5087822029

   > [@Yohahaha](https://github.com/Yohahaha) just noted this. Yes, we adjusted 
openCostInBytes, but it can't work as expected. So we have to introduce a 
straightforward way to solve the issue.
   
   We encountered similar issues when initially rolling out Gazelle internally, 
particularly in scenarios involving a large number of small files that created 
a "long-tail" effect. We currently address this using the following strategies:
   1. Ensuring sufficient concurrency: Automatic configuration of 
`openCostInBytes`, calculated dynamically based on concurrency levels and total 
file size;
   2. Limiting the number of small files per partition: Restricting the maximum 
number of files allowed in a single partition via configuration (defaulting to 
10).


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