dongjoon-hyun commented on code in PR #51099:
URL: https://github.com/apache/spark/pull/51099#discussion_r2134118649


##########
core/benchmarks/PercentileHeapBenchmark-jdk21-results.txt:
##########
@@ -0,0 +1,41 @@
+================================================================================================
+PercentileHeap Operations
+================================================================================================
+
+OpenJDK 64-Bit Server VM 21.0.7+6-LTS on Linux 6.11.0-1015-azure
+AMD EPYC 7763 64-Core Processor
+PercentileHeap Operations - Input Size: 10000:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+-----------------------------------------------------------------------------------------------------------------------------
+Percentile: 0.5                                           59             59    
       0          0.2        5916.3       1.0X
+Percentile: 0.9                                           59             59    
       0          0.2        5871.2       1.0X
+Percentile: 0.95                                          59             59    
       0          0.2        5866.8       1.0X
+Percentile: 0.99                                          59             59    
       1          0.2        5861.6       1.0X
+
+OpenJDK 64-Bit Server VM 21.0.7+6-LTS on Linux 6.11.0-1015-azure
+AMD EPYC 7763 64-Core Processor
+PercentileHeap Operations - Input Size: 50000:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+-----------------------------------------------------------------------------------------------------------------------------
+Percentile: 0.5                                         1465           1466    
       1          0.0       29294.4       1.0X
+Percentile: 0.9                                         1459           1461    
       3          0.0       29170.8       1.0X
+Percentile: 0.95                                        1456           1458    
       2          0.0       29127.4       1.0X
+Percentile: 0.99                                        1455           1458    
       2          0.0       29106.2       1.0X
+
+OpenJDK 64-Bit Server VM 21.0.7+6-LTS on Linux 6.11.0-1015-azure
+AMD EPYC 7763 64-Core Processor
+PercentileHeap Operations - Input Size: 100000:  Best Time(ms)   Avg Time(ms)  
 Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+------------------------------------------------------------------------------------------------------------------------------
+Percentile: 0.5                                          5834           5836   
        2          0.0       58336.8       1.0X
+Percentile: 0.9                                          5830           5838   
        9          0.0       58295.2       1.0X
+Percentile: 0.95                                         5830           5832   
        2          0.0       58302.2       1.0X
+Percentile: 0.99                                         5819           5822   
        3          0.0       58190.4       1.0X
+
+OpenJDK 64-Bit Server VM 21.0.7+6-LTS on Linux 6.11.0-1015-azure
+AMD EPYC 7763 64-Core Processor
+PercentileHeap Operations - Input Size: 200000:  Best Time(ms)   Avg Time(ms)  
 Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+------------------------------------------------------------------------------------------------------------------------------
+Percentile: 0.5                                         23300          23326   
       31          0.0      116497.8       1.0X

Review Comment:
   Of course, yes, please merge this, @LuciferYang , because that issue is 
irrelevant to this PR.



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