alderlake-p-spark Intel Core i7-1280P testing with a MSI MS-14C6 (E14C6IMS.115 BIOS) and MSI Intel ADL GT2 15GB on Ubuntu 22.04 via the Phoronix Test Suite. ,,"A","AA","B" Processor,,Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads),Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads),Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads) Motherboard,,MSI MS-14C6 (E14C6IMS.115 BIOS),MSI MS-14C6 (E14C6IMS.115 BIOS),MSI MS-14C6 (E14C6IMS.115 BIOS) Chipset,,Intel Alder Lake PCH,Intel Alder Lake PCH,Intel Alder Lake PCH Memory,,16GB,16GB,16GB Disk,,1024GB Micron_3400_MTFDKBA1T0TFH,1024GB Micron_3400_MTFDKBA1T0TFH,1024GB Micron_3400_MTFDKBA1T0TFH Graphics,,MSI Intel ADL GT2 15GB (1450MHz),MSI Intel ADL GT2 15GB (1450MHz),MSI Intel ADL GT2 15GB (1450MHz) Audio,,Realtek ALC274,Realtek ALC274,Realtek ALC274 Network,,Intel Alder Lake-P PCH CNVi WiFi,Intel Alder Lake-P PCH CNVi WiFi,Intel Alder Lake-P PCH CNVi WiFi OS,,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04 Kernel,,5.19.0-051900rc7daily20220723-generic (x86_64),5.19.0-051900rc7daily20220723-generic (x86_64),5.19.0-051900rc7daily20220723-generic (x86_64) Desktop,,GNOME Shell 42.2,GNOME Shell 42.2,GNOME Shell 42.2 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 22.2.0-devel (git-4ff28bd 2022-07-25 jammy-oibaf-ppa),4.6 Mesa 22.2.0-devel (git-4ff28bd 2022-07-25 jammy-oibaf-ppa),4.6 Mesa 22.2.0-devel (git-4ff28bd 2022-07-25 jammy-oibaf-ppa) Vulkan,,1.3.219,1.3.219,1.3.219 Compiler,,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080 ,,"A","AA","B" "Apache Spark - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,4.39,4.56,2.86 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,233.46,246.27,208.279401194 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.70,14.59,12.72 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Group By Test Time (sec)",LIB,4.15,3.65,3.63 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,3.31,3.17,1.95 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,2.36,2.50,1.47 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,1.98,2.10,1.27 "Apache Spark - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,4.76,4.42,3.99 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,249.738983311,247.698916514,229.662907818 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.43,14.535791381,13.58 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Group By Test Time (sec)",LIB,5.08,4.84,3.72 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,3.75,3.53,2.56 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,2.90,2.66,2.37 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,2.32,2.17,1.97 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,5.24,5.33,4.77 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,250.48,250.35,231.25 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.40,14.48,13.37 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,5.15,5.76,4.83 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,3.94,3.79,3.38 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,3.25,3.34,2.96 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,2.89,2.59,2.44 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,5.79,5.47,5.18 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,250.03,245.163019285,232.181355248 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.39,14.46,13.48 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,5.91,5.47,5.21 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,4.35,4.04,3.90 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,4.15,3.78,3.85 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,3.09,2.93,3.51 "Apache Spark - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,18.57,18.42,17.51 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,249.89,250.145050997,238.157706835 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.41,14.50,14.48 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Group By Test Time (sec)",LIB,9.83,10.71,8.37 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,14.34,14.89,12.97 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,16.81,16.14,15.00 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,15.92,15.15,14.06 "Apache Spark - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,19.84,19.63,18.82 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,250.78,249.776788428,244.02 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.49,14.57,14.45 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Group By Test Time (sec)",LIB,10.99,11.270371323,10.30 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,14.67,15.25,13.50 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,16.31,18.04,14.87 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,16.10,16.33,14.45 "Apache Spark - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,33.83,33.95,31.43 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,251.00,250.798703851,246.887935664 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.46,14.48,14.36 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Group By Test Time (sec)",LIB,22.25,22.34,21.08 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,26.42,25.99,24.11 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,31.47,30.68,27.81 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,29.56,28.88593027,27.75 "Apache Spark - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,,34.87,34.68 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,,250.508196105,250.04 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.40,14.44 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Group By Test Time (sec)",LIB,,17.03,16.908611968 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,,26.60,27.170392884 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,,30.62,29.60 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,,30.95,28.92 "Apache Spark - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,,65.59,60.97 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,,250.959109674,247.024073826 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.39,14.37 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Group By Test Time (sec)",LIB,,44.34,40.79 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,,51.25,49.84 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,,60.34,57.51 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,,57.71,55.88 "Apache Spark - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,,64.83,63.34 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,,250.371589553,249.90 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.58,14.52 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Group By Test Time (sec)",LIB,,46.15,44.093714577 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,,52.64,51.556333196 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,,59.25,60.67 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,,59.93,58.57 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,,18.12,19.34 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,,247.61,250.159712054 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.39,14.349567275 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,,9.95,10.60 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,,13.36,14.37 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,,16.00,16.70 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,,14.21,15.30 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,,19.99,20.14 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,,249.526520435,249.849883017 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.48,14.44 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,,11.37,11.62 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,,14.53,14.90 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,,17.69,17.67 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,,15.909638899,15.84 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,,35.47,32.88 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,,250.78,232.03 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.45,13.40 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,,17.00737023,15.90 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,,26.83,24.06 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,,30.96,28.97 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,,30.09,27.90 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,,35.29,32.19 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,,250.729075291,247.67 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.38,14.32 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,,16.37,15.03 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,,27.75,24.04 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,,31.95,29.02 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,,30.21,27.50 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,,65.20,65.11 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,,249.40,250.262492233 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.39,14.47 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,,37.79,39.77 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,,49.76,49.63 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,,58.43,60.79 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,,59.450662951,57.91 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,,66.03,66.20 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,,250.502459076,250.504932803 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,,14.42,14.30 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,,37.10,37.74 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,,50.85,49.99 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,,60.20,60.48 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,,61.69,62.61