mumrah edited a comment on pull request #9008:
URL: https://github.com/apache/kafka/pull/9008#issuecomment-659665576


   Updated the benchmarks with @lbradstreet's suggestions. Here are the results 
for 3 partitions, 10 topics. GC profiles included.
   
   On this branch: 
   ```
   Benchmark                                                                    
                (partitionCount)  (topicCount)  Mode  Cnt      Score    Error   
Units
   FetchRequestBenchmark.testFetchRequestForConsumer                            
                               3            10  avgt   15   2110.741 ± 27.935   
ns/op
   FetchRequestBenchmark.testFetchRequestForReplica                             
                               3            10  avgt   15   2021.114 ±  7.816   
ns/op
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer                   
                               3            10  avgt   15   3452.799 ± 16.013   
ns/op
   FetchRequestBenchmark.testSerializeFetchRequestForReplica                    
                               3            10  avgt   15   3691.157 ± 60.260   
ns/op
   
   GC Profile                                                                   
                 (partitionCount)  (topicCount)  Mode  Cnt      Score    Error  
 Units
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.alloc.rate             
                               3            10  avgt   15   4295.532 ± 56.061  
MB/sec
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.alloc.rate.norm        
                               3            10  avgt   15   9984.000 ±  0.001   
 B/op
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.churn.PS_Eden_Space    
                               3            10  avgt   15   4292.525 ± 56.341  
MB/sec
   
FetchRequestBenchmark.testFetchRequestForConsumer:·gc.churn.PS_Eden_Space.norm  
                            3            10  avgt   15   9977.037 ± 28.311    
B/op
   
FetchRequestBenchmark.testFetchRequestForConsumer:·gc.churn.PS_Survivor_Space   
                            3            10  avgt   15      0.187 ±  0.027  
MB/sec
   
FetchRequestBenchmark.testFetchRequestForConsumer:·gc.churn.PS_Survivor_Space.norm
                          3            10  avgt   15      0.435 ±  0.060    B/op
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.count                  
                               3            10  avgt   15   2335.000           
counts
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.time                   
                               3            10  avgt   15   1375.000            
   ms
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.alloc.rate              
                               3            10  avgt   15   4416.855 ± 16.429  
MB/sec
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.alloc.rate.norm         
                               3            10  avgt   15   9832.000 ±  0.001   
 B/op
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.churn.PS_Eden_Space     
                               3            10  avgt   15   4417.032 ± 24.858  
MB/sec
   
FetchRequestBenchmark.testFetchRequestForReplica:·gc.churn.PS_Eden_Space.norm   
                            3            10  avgt   15   9832.358 ± 28.932    
B/op
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.churn.PS_Survivor_Space 
                               3            10  avgt   15      0.186 ±  0.015  
MB/sec
   
FetchRequestBenchmark.testFetchRequestForReplica:·gc.churn.PS_Survivor_Space.norm
                           3            10  avgt   15      0.415 ±  0.033    
B/op
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.count                   
                               3            10  avgt   15   2280.000           
counts
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.time                    
                               3            10  avgt   15   1376.000            
   ms
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.alloc.rate    
                               3            10  avgt   15   3256.172 ± 15.524  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.alloc.rate.norm  
                            3            10  avgt   15  12384.000 ±  0.001    
B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Eden_Space
                          3            10  avgt   15   3255.019 ± 21.484  MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Eden_Space.norm
                     3            10  avgt   15  12379.587 ± 49.161    B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Survivor_Space
                      3            10  avgt   15      0.122 ±  0.022  MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Survivor_Space.norm
                 3            10  avgt   15      0.462 ±  0.084    B/op
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.count         
                               3            10  avgt   15   2054.000           
counts
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.time          
                               3            10  avgt   15   1389.000            
   ms
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.alloc.rate     
                               3            10  avgt   15   3319.965 ± 53.427  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.alloc.rate.norm   
                            3            10  avgt   15  13496.000 ±  0.001    
B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Eden_Space
                           3            10  avgt   15   3320.125 ± 52.812  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Eden_Space.norm
                      3            10  avgt   15  13496.813 ± 64.774    B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Survivor_Space
                       3            10  avgt   15      0.126 ±  0.021  MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Survivor_Space.norm
                  3            10  avgt   15      0.512 ±  0.085    B/op
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.count          
                               3            10  avgt   15   2122.000           
counts
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.time           
                               3            10  avgt   15   1395.000            
   ms
   ```
   
   On trunk:
   ```
   Benchmark                                                                    
                (partitionCount)  (topicCount)  Mode  Cnt      Score     Error  
 Units
   FetchRequestBenchmark.testFetchRequestForConsumer                            
                               3            10  avgt   15      3.457 ±   0.016  
 ns/op
   FetchRequestBenchmark.testFetchRequestForReplica                             
                               3            10  avgt   15      3.453 ±   0.035  
 ns/op
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer                   
                               3            10  avgt   15  13214.306 ±  61.158  
 ns/op
   FetchRequestBenchmark.testSerializeFetchRequestForReplica                    
                               3            10  avgt   15  13147.870 ±  52.318  
 ns/op
   
   GC Profile                                                                   
                 (partitionCount)  (topicCount)  Mode  Cnt      Score     Error 
  Units
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.alloc.rate             
                               3            10  avgt   15     ≈ 10⁻⁴            
MB/sec
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.alloc.rate.norm        
                               3            10  avgt   15     ≈ 10⁻⁶            
  B/op
   FetchRequestBenchmark.testFetchRequestForConsumer:·gc.count                  
                               3            10  avgt   15        ≈ 0            
counts
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.alloc.rate              
                               3            10  avgt   15     ≈ 10⁻⁴            
MB/sec
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.alloc.rate.norm         
                               3            10  avgt   15     ≈ 10⁻⁶            
  B/op
   FetchRequestBenchmark.testFetchRequestForReplica:·gc.count                   
                               3            10  avgt   15        ≈ 0            
counts
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.alloc.rate    
                               3            10  avgt   15   1795.576 ±   8.351  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.alloc.rate.norm  
                            3            10  avgt   15  26136.002 ±   0.005    
B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Eden_Space
                          3            10  avgt   15   1796.108 ±  11.527  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Eden_Space.norm
                     3            10  avgt   15  26143.702 ± 100.832    B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Survivor_Space
                      3            10  avgt   15      0.163 ±   0.019  MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.churn.PS_Survivor_Space.norm
                 3            10  avgt   15      2.366 ±   0.270    B/op
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.count         
                               3            10  avgt   15   2134.000            
counts
   FetchRequestBenchmark.testSerializeFetchRequestForConsumer:·gc.time          
                               3            10  avgt   15   1412.000            
    ms
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.alloc.rate     
                               3            10  avgt   15   1804.695 ±   7.193  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.alloc.rate.norm   
                            3            10  avgt   15  26136.002 ±   0.005    
B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Eden_Space
                           3            10  avgt   15   1805.666 ±   7.990  
MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Eden_Space.norm
                      3            10  avgt   15  26150.127 ±  86.455    B/op
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Survivor_Space
                       3            10  avgt   15      0.166 ±   0.016  MB/sec
   
FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.churn.PS_Survivor_Space.norm
                  3            10  avgt   15      2.406 ±   0.238    B/op
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.count          
                               3            10  avgt   15   2097.000            
counts
   FetchRequestBenchmark.testSerializeFetchRequestForReplica:·gc.time           
                               3            10  avgt   15   1395.000            
    ms
   ```


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