dongjoon-hyun commented on code in PR #54292:
URL: https://github.com/apache/spark/pull/54292#discussion_r2802123518


##########
core/benchmarks/LZFBenchmark-jdk21-results.txt:
##########
@@ -2,18 +2,18 @@
 Benchmark LZFCompressionCodec
 
================================================================================================
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Compress small objects:                           Best Time(ms)   Avg Time(ms) 
  Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
--------------------------------------------------------------------------------------------------------------------------------
-Compression 256000000 int values in parallel                594            606 
         11        430.9           2.3       1.0X
-Compression 256000000 int values single-threaded            570            572 
          1        449.0           2.2       1.0X
+Compression 256000000 int values in parallel                604            611 
          9        423.7           2.4       1.0X
+Compression 256000000 int values single-threaded            560            561 
          2        457.5           2.2       1.1X
 
-OpenJDK 64-Bit Server VM 21.0.8+9-LTS on Linux 6.11.0-1018-azure
+OpenJDK 64-Bit Server VM 21.0.10+7-LTS on Linux 6.14.0-1017-azure
 AMD EPYC 7763 64-Core Processor
 Compress large objects:                        Best Time(ms)   Avg Time(ms)   
Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
 
-----------------------------------------------------------------------------------------------------------------------------
-Compression 1024 array values in 2 threads                23             25    
       1          0.0       22108.7       1.0X
-Compression 1024 array values single-threaded             32             33    
       0          0.0       31296.0       0.7X
+Compression 1024 array values in 1 threads                47             54    
       4          0.0       45412.7       1.0X

Review Comment:
   Originally, Kent gave us a result from `M2 Max` but GitHub Action resource 
is very smaller than that.
   - https://github.com/apache/spark/pull/46858
   
   ```
   [info] OpenJDK 64-Bit Server VM 17.0.10+0 on Mac OS X 14.5
   [info] Apple M2 Max
   [info] Compress large objects:                        Best Time(ms)   Avg 
Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
   [info] 
-----------------------------------------------------------------------------------------------------------------------------
   [info] Compression 1024 array values in 7 threads                12          
   13           1          0.1       11788.2       1.0X
   [info] Compression 1024 array values single-threaded             23          
   23           0          0.0       22512.7       0.5X
   ```



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