lidavidm commented on pull request #9620:
URL: https://github.com/apache/arrow/pull/9620#issuecomment-854007519


   ![S3 Median Scan Time 
(s)(1)](https://user-images.githubusercontent.com/327919/120679115-cffb6700-c466-11eb-8968-c0647828f9ce.png)
   
   I re-tested S3 and also compared against the threaded reader with 
pre-buffering. I also corrected a logic error in file_parquet.cc that was 
leading to us needlessly spawning a thread. 
   
   I also ran Conbench on the EC2 instance. It seems with that dataset, async 
doesn't make much of a difference. (Note that the bucket is in a different zone 
than my instance, though both are in the same region.)
   
   Threaded/pre-buffer:
   
   ```
           "iterations": 10,
           "max": "10.805500",
           "mean": "10.117983",
           "median": "10.099560",
           "min": "9.663432",
           "q1": "9.919561",
           "q3": "10.197374",
           "stdev": "0.309781",
   ```
   
   Async/pre-buffer:
   ```
           "iterations": 10,
           "max": "10.660384",
           "mean": "9.774189",
           "median": "9.626739",
           "min": "9.297837",
           "q1": "9.391290",
           "q3": "10.127940",
           "run_id": "c3a226feb28e4025bc70fd2e90e405d4",
           "stdev": "0.460085",
   ```


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