spark tpch benchmark xeon 2 x Intel Xeon Platinum 8490H testing with a Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite. a: Processor: 2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads), Motherboard: Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 b: Processor: 2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads), Motherboard: Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 1.92681778 |=============================================================== b . 1.87671195 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 Seconds < Lower Is Better a . 4.92630212 |========================================================== b . 5.36804438 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 Seconds < Lower Is Better a . 1.85550449 |============================================================ b . 1.93961561 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 Seconds < Lower Is Better a . 2.91284231 |=============================================================== b . 2.86002350 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 Seconds < Lower Is Better a . 2.60717384 |=============================================================== b . 2.27759695 |======================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 Seconds < Lower Is Better a . 3.36831411 |============================================================== b . 3.44206405 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 Seconds < Lower Is Better a . 0.76801004 |========================================================== b . 0.83989167 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 Seconds < Lower Is Better a . 2.97041595 |=============================================================== b . 2.87794304 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 Seconds < Lower Is Better a . 1.89211027 |========================================================== b . 2.03955197 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 Seconds < Lower Is Better a . 3.95722946 |=============================================================== b . 3.91516662 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 Seconds < Lower Is Better a . 2.72449839 |====================================================== b . 3.15851951 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 Seconds < Lower Is Better a . 0.99049346 |===================================================== b . 1.16701186 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 Seconds < Lower Is Better a . 1.91099046 |=============================================================== b . 1.72903442 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 Seconds < Lower Is Better a . 1.22831978 |=============================================================== b . 1.21578169 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 Seconds < Lower Is Better a . 1.72030481 |=============================================================== b . 1.34116840 |================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 Seconds < Lower Is Better a . 1.79510826 |=============================================================== b . 1.54761553 |====================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 Seconds < Lower Is Better a . 1.21052784 |=============================================================== b . 1.08225024 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 Seconds < Lower Is Better a . 2.29773927 |=============================================================== b . 2.23182964 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 Seconds < Lower Is Better a . 3.24338492 |=========================================================== b . 3.45746708 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 Seconds < Lower Is Better a . 0.94222092 |=============================================================== b . 0.83248776 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 Seconds < Lower Is Better a . 2.22216737 |=============================================================== b . 2.06534791 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 Seconds < Lower Is Better a . 7.35997971 |=============================================================== b . 7.27309227 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 Seconds < Lower Is Better a . 0.96304307 |=============================================================== b . 0.94075781 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 6.64961027 |=============================================================== b . 6.58410643 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 Seconds < Lower Is Better a . 7.17941427 |========================================================== b . 7.75082779 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 Seconds < Lower Is Better a . 4.76416794 |============================================================ b . 5.01853371 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 Seconds < Lower Is Better a . 8.57423337 |============================================================= b . 8.80821419 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 Seconds < Lower Is Better a . 7.01488924 |=============================================================== b . 6.84189463 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 Seconds < Lower Is Better a . 10.49 |==================================================================== b . 10.02 |================================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 Seconds < Lower Is Better a . 2.20562740 |============================================================= b . 2.26728702 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 Seconds < Lower Is Better a . 8.17234961 |=============================================================== b . 8.02594757 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 Seconds < Lower Is Better a . 8.53293451 |=========================================================== b . 9.09858704 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 Seconds < Lower Is Better a . 13.27 |============================================================== b . 14.55 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 Seconds < Lower Is Better a . 8.96524588 |=============================================================== b . 8.56665230 |============================================================ Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 Seconds < Lower Is Better a . 4.84764210 |============================================================= b . 5.00920248 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 Seconds < Lower Is Better a . 6.27024539 |=============================================================== b . 5.72649527 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 Seconds < Lower Is Better a . 4.88721561 |============================================================ b . 5.12022400 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 Seconds < Lower Is Better a . 4.13995790 |============================================================ b . 4.38056469 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 Seconds < Lower Is Better a . 3.81818644 |=============================================================== b . 3.54577971 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 Seconds < Lower Is Better a . 4.36307828 |=============================================================== b . 4.18387175 |============================================================ Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 Seconds < Lower Is Better a . 8.65146001 |=============================================================== b . 7.98219156 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 Seconds < Lower Is Better a . 10.53 |=================================================================== b . 10.66 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 Seconds < Lower Is Better a . 4.49338507 |=============================================================== b . 4.04889965 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 Seconds < Lower Is Better a . 6.79596265 |=========================================================== b . 7.25319386 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 Seconds < Lower Is Better a . 19.88 |==================================================================== b . 19.90 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 Seconds < Lower Is Better a . 3.95088299 |=============================================================== b . 3.51961064 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 16.10 |==================================================================== b . 15.88 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 Seconds < Lower Is Better a . 13.90 |==================================================================== b . 13.21 |================================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 Seconds < Lower Is Better a . 10.61 |==================================================================== b . 10.04 |================================================================ Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 Seconds < Lower Is Better a . 27.89 |============================================================ b . 31.67 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 Seconds < Lower Is Better a . 17.43 |================================================================ b . 18.39 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 Seconds < Lower Is Better a . 27.13 |==================================================================== b . 27.26 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 Seconds < Lower Is Better a . 7.04339520 |============================================================= b . 7.22264004 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 Seconds < Lower Is Better a . 20.97 |==================================================================== b . 20.39 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 Seconds < Lower Is Better a . 21.74 |==================================================================== b . 21.58 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 Seconds < Lower Is Better a . 28.96 |==================================================================== b . 28.86 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 Seconds < Lower Is Better a . 20.27 |==================================================================== b . 20.07 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 Seconds < Lower Is Better a . 7.15654898 |============================================================== b . 7.23030090 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 Seconds < Lower Is Better a . 16.12 |==================================================================== b . 15.06 |================================================================ Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 Seconds < Lower Is Better a . 10.46180662 |============================================================== b . 9.95179653 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 Seconds < Lower Is Better a . 11.62 |================================================================== b . 11.96 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 Seconds < Lower Is Better a . 9.46833801 |=============================================================== b . 9.39155006 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 Seconds < Lower Is Better a . 9.75740242 |============================================================ b . 10.16229057 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 Seconds < Lower Is Better a . 25.25 |==================================================================== b . 25.16 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 Seconds < Lower Is Better a . 30.99 |==================================================================== b . 30.01 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 Seconds < Lower Is Better a . 11.34 |==================================================================== b . 11.19 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 Seconds < Lower Is Better a . 15.72 |==================================================================== b . 14.71 |================================================================ Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 Seconds < Lower Is Better a . 73.68 |==================================================================== b . 73.93 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 Seconds < Lower Is Better a . 7.49214983 |=============================================================== b . 7.21731853 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 27.65 |================================================================= b . 29.06 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 Seconds < Lower Is Better a . 20.46 |==================================================================== b . 20.04 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 Seconds < Lower Is Better a . 12.66 |==================================================================== b . 12.50 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 Seconds < Lower Is Better a . 51.97 |==================================================================== b . 47.90 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 Seconds < Lower Is Better a . 30.76 |======================================================== b . 37.65 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 Seconds < Lower Is Better a . 37.59 |=================================================================== b . 37.91 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 Seconds < Lower Is Better a . 11.99 |================================================================== b . 12.36 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 Seconds < Lower Is Better a . 31.45 |==================================================================== b . 31.58 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 Seconds < Lower Is Better a . 35.14 |==================================================================== b . 34.59 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 Seconds < Lower Is Better a . 57.18 |==================================================================== b . 54.86 |================================================================= Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 Seconds < Lower Is Better a . 32.38 |==================================================================== b . 32.22 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 Seconds < Lower Is Better a . 9.51405735 |=============================================================== b . 9.51207733 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 Seconds < Lower Is Better a . 30.77 |=================================================== b . 41.09 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 Seconds < Lower Is Better a . 14.47 |================================================================== b . 14.96 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 Seconds < Lower Is Better a . 20.13 |==================================================================== b . 19.53 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 Seconds < Lower Is Better a . 16.93 |================================================================= b . 17.61 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 Seconds < Lower Is Better a . 16.39 |==================================================== b . 21.51 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 Seconds < Lower Is Better a . 49.74 |==================================================================== b . 50.09 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 Seconds < Lower Is Better a . 57.80 |==================================================================== b . 58.06 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 Seconds < Lower Is Better a . 20.75 |================================================================== b . 21.22 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 Seconds < Lower Is Better a . 25.37 |================================================================== b . 26.05 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 Seconds < Lower Is Better a . 144.59 |=================================================================== b . 143.28 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 Seconds < Lower Is Better a . 14.00 |================================================================= b . 14.61 |====================================================================