jihoonson commented on pull request #10936:
URL: https://github.com/apache/druid/pull/10936#issuecomment-789471850


   Sharing results of the new benchmarks for people who might be interested. 
   
   ```
   Benchmark                            (bitmapLength)  (density)  
(minIntersect)  (numBitmaps)   (type)  Mode  Cnt   Score    Error  Units
   UniformBitmapBenchmark.intersection          500000       0.01              
50         10000  concise  avgt   10  52.272 ± 13.441   s/op
   UniformBitmapBenchmark.intersection          500000       0.01              
50         10000  roaring  avgt   10   0.471 ±  0.004   s/op
   UniformBitmapBenchmark.union                 500000       0.01              
50         10000  concise  avgt   10  14.196 ±  2.273   s/op
   UniformBitmapBenchmark.union                 500000       0.01              
50         10000  roaring  avgt   10   0.082 ±  0.001   s/op
   ```
   
   ```
   Benchmark                              (bitmapLength)  (density)  
(minIntersect)  (numBitmaps)   (type)  Mode  Cnt   Score    Error  Units
   RangeBitmapBenchmarkTest.intersection          500000      0.001             
 50         10000  concise  avgt   10  55.939 ± 12.144   s/op
   RangeBitmapBenchmarkTest.intersection          500000      0.001             
 50         10000  roaring  avgt   10   0.066 ±  0.001   s/op
   RangeBitmapBenchmarkTest.union                 500000      0.001             
 50         10000  concise  avgt   10   1.010 ±  0.013   s/op
   RangeBitmapBenchmarkTest.union                 500000      0.001             
 50         10000  roaring  avgt   10   0.056 ±  0.001   s/op
   ```
   
   ```
   Benchmark                                            (bitmapLength)  
(minIntersect)  (numBitmaps)   (type)  Mode  Cnt   Score   Error  Units
   BitmapBenchmarkWithVaryingOrder.intersection                 500000          
    50         10000  roaring  avgt   10  83.929 ± 0.214  ms/op
   BitmapBenchmarkWithVaryingOrder.intersectionReverse          500000          
    50         10000  roaring  avgt   10  84.921 ± 0.155  ms/op
   BitmapBenchmarkWithVaryingOrder.union                        500000          
    50         10000  roaring  avgt   10   9.616 ± 0.228  ms/op
   BitmapBenchmarkWithVaryingOrder.unionReverse                 500000          
    50         10000  roaring  avgt   10   9.149 ± 0.227  ms/op
   ```


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