lidavidm edited a comment on pull request #9656:
URL: https://github.com/apache/arrow/pull/9656#issuecomment-811974394


   I've tested on EC2/S3 now. In terms of Datasets, this doesn't affect scans 
when files <= cores, but improves performance when files > cores. It also fixes 
a regression compared to just using ARROW-7001 by itself. (The ARROW-11772 case 
in the charts is with ARROW-7001 combined with ARROW-11772.)
   
   ![Median Scan Time 
(seconds)](https://user-images.githubusercontent.com/327919/113315809-aba2d300-92db-11eb-8176-55ce26ac7035.png)
   
   The dataset tested was a 16-file feather dataset, scanning either 1, 4, or 
all 16 files. Each file had 32 columns of mixed primitive types with 128 
batches of 4096 rows per batch. Files had LZ4 compression. The EC2 instance 
tested was a t3.xlarge (4 cores).
   


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