alamb commented on issue #18782:
URL: https://github.com/apache/datafusion/issues/18782#issuecomment-3598417126

   > Hi [@alamb](https://github.com/alamb), I was running benchmarks with my PR 
[#19002](https://github.com/apache/datafusion/pull/19002) (and some variations 
for comparison), though it seemed that the results somewhat varied a bit across 
runs, e.g. even with the same main branch, one query can be shown as faster in 
one run and slower in the next. I just wonder if there are any tips on running 
benchmarks or interpreting the results, and/or any requirements on the instance 
itself (e.g. number of cores, memory etc.). Thanks a lot!
   
   Yes I agree there is some variation. I haven't found a good way to handle 
this other than to make sure the results are reproducable run to run (aka if a 
performance difference is detected, try rerunning the same benchmarks and see 
if the same difference is seen)
   
   It would be great to have a more stable benchmarking environment, but I 
think that would require a more isolated environment than I have available 
(either a GCP machine or my laptop)


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