dongjoon-hyun commented on code in PR #52600:
URL: https://github.com/apache/spark/pull/52600#discussion_r2427777987


##########
core/benchmarks/ZStandardBenchmark-results.txt:
##########
@@ -3,80 +3,80 @@ Benchmark ZStandardCompressionCodec
 
================================================================================================
 
 OpenJDK 64-Bit Server VM 17.0.16+8-LTS on Linux 6.11.0-1018-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
 Benchmark ZStandardCompressionCodec:                    Best Time(ms)   Avg 
Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
--------------------------------------------------------------------------------------------------------------------------------------
-Compression 10000 times at level 1 without buffer pool            265          
  267           1          0.0       26513.9       1.0X
-Compression 10000 times at level 2 without buffer pool            298          
  300           1          0.0       29837.5       0.9X
-Compression 10000 times at level 3 without buffer pool            809          
  809           0          0.0       80903.8       0.3X
-Compression 10000 times at level 1 with buffer pool               578          
  579           0          0.0       57809.5       0.5X
-Compression 10000 times at level 2 with buffer pool               609          
  609           1          0.0       60892.6       0.4X
-Compression 10000 times at level 3 with buffer pool               717          
  728           9          0.0       71748.2       0.4X
+Compression 10000 times at level 1 without buffer pool            190          
  191           0          0.1       18996.4       1.0X
+Compression 10000 times at level 2 without buffer pool            214          
  215           0          0.0       21407.3       0.9X
+Compression 10000 times at level 3 without buffer pool            811          
  812           1          0.0       81094.7       0.2X
+Compression 10000 times at level 1 with buffer pool               640          
  640           0          0.0       63962.8       0.3X
+Compression 10000 times at level 2 with buffer pool               661          
  663           1          0.0       66123.6       0.3X
+Compression 10000 times at level 3 with buffer pool               758          
  758           0          0.0       75773.8       0.3X
 
 OpenJDK 64-Bit Server VM 17.0.16+8-LTS on Linux 6.11.0-1018-azure
-AMD EPYC 7763 64-Core Processor
+AMD EPYC 9V74 80-Core Processor
 Benchmark ZStandardCompressionCodec:                        Best Time(ms)   
Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
------------------------------------------------------------------------------------------------------------------------------------------
-Decompression 10000 times from level 1 without buffer pool            592      
      595           4          0.0       59245.4       1.0X
-Decompression 10000 times from level 2 without buffer pool            592      
      594           1          0.0       59209.6       1.0X
-Decompression 10000 times from level 3 without buffer pool            593      
      593           0          0.0       59309.5       1.0X
-Decompression 10000 times from level 1 with buffer pool               540      
      541           0          0.0       54039.4       1.1X
-Decompression 10000 times from level 2 with buffer pool               541      
      541           0          0.0       54058.9       1.1X
-Decompression 10000 times from level 3 with buffer pool               540      
      541           0          0.0       54016.9       1.1X
+Decompression 10000 times from level 1 without buffer pool            166      
      167           0          0.1       16645.6       1.0X
+Decompression 10000 times from level 2 without buffer pool            166      
      166           0          0.1       16558.6       1.0X
+Decompression 10000 times from level 3 without buffer pool            166      
      167           0          0.1       16629.4       1.0X

Review Comment:
   The ZSTD decompression speed is improved in Java 17 benchmark. Since Java 21 
doesn't show any change, it could be some transient result.



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