yahoNanJing opened a new issue, #208:
URL: https://github.com/apache/arrow-ballista/issues/208

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   <!-- A clear and concise description of what the problem is. Ex. I'm always 
frustrated when [...] 
   (This section helps Arrow developers understand the context and *why* for 
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   Currently, executors fetch shuffle partition data from upstreams 
sequentially, which is not efficient.
   
   **Describe the solution you'd like**
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   It's better to make it run in parallel with some throughput control. What's 
more, we can optimize the shuffle data fetching way to avoid hot executor IOs.
   
   **Describe alternatives you've considered**
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   **Additional context**
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