spark tpch benchmark xeon 2 x INTEL XEON PLATINUM 8592+ testing with a Quanta Cloud S6Q-MB-MPS (3B05.TEL4P1 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 c: Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud S6Q-MB-MPS (3B05.TEL4P1 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: 100 - Q22 Seconds < Lower Is Better a . 14.00 |========================================================= b . 14.61 |=========================================================== c . 16.74 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 Seconds < Lower Is Better a . 144.59 |========================================= b . 143.28 |========================================= c . 235.74 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 Seconds < Lower Is Better a . 25.37 |=================================================== b . 26.05 |==================================================== c . 34.08 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 Seconds < Lower Is Better a . 20.75 |========================================== b . 21.22 |=========================================== c . 33.67 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 Seconds < Lower Is Better a . 57.80 |============================================= b . 58.06 |============================================= c . 86.82 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 Seconds < Lower Is Better a . 49.74 |============================================== b . 50.09 |============================================== c . 74.30 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 Seconds < Lower Is Better a . 16.39 |==================================================== b . 21.51 |==================================================================== c . 19.54 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 Seconds < Lower Is Better a . 16.93 |======================================================== b . 17.61 |========================================================== c . 20.69 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 Seconds < Lower Is Better a . 20.13 |=========================================== b . 19.53 |========================================== c . 31.71 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 Seconds < Lower Is Better a . 14.47 |==================================================== b . 14.96 |====================================================== c . 18.85 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 Seconds < Lower Is Better a . 30.77 |=================================================== b . 41.09 |==================================================================== c . 39.42 |================================================================= Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 Seconds < Lower Is Better a . 9.51405735 |=========================================== b . 9.51207733 |=========================================== c . 13.59050560 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 Seconds < Lower Is Better a . 32.38 |============================================ b . 32.22 |============================================ c . 49.79 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 Seconds < Lower Is Better a . 57.18 |============================================== b . 54.86 |============================================= c . 83.78 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 Seconds < Lower Is Better a . 35.14 |=================================================== b . 34.59 |================================================== c . 46.58 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 Seconds < Lower Is Better a . 31.45 |============================================= b . 31.58 |============================================== c . 47.01 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 Seconds < Lower Is Better a . 11.99 |=================================================== b . 12.36 |===================================================== c . 15.96 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 Seconds < Lower Is Better a . 37.59 |================================================ b . 37.91 |================================================ c . 53.73 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 Seconds < Lower Is Better a . 30.76 |====================================================== b . 37.65 |================================================================== c . 38.52 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 Seconds < Lower Is Better a . 51.97 |====================================================== b . 47.90 |================================================== c . 65.07 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 Seconds < Lower Is Better a . 12.66 |======================================== b . 12.50 |======================================= c . 21.58 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 Seconds < Lower Is Better a . 20.46 |======================================================= b . 20.04 |====================================================== c . 25.26 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 27.65 |================================================ b . 29.06 |=================================================== c . 39.00 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 Seconds < Lower Is Better a . 7.49214983 |============================================= b . 7.21731853 |=========================================== c . 10.43688583 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 Seconds < Lower Is Better a . 73.68 |============================================ b . 73.93 |============================================ c . 113.10 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 Seconds < Lower Is Better a . 15.72 |======================================================= b . 14.71 |=================================================== c . 19.45 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 Seconds < Lower Is Better a . 11.34 |=============================================== b . 11.19 |=============================================== c . 16.32 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 Seconds < Lower Is Better a . 30.99 |=================================================== b . 30.01 |================================================= c . 41.30 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 Seconds < Lower Is Better a . 25.25 |================================================ b . 25.16 |================================================ c . 35.45 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 Seconds < Lower Is Better a . 9.75740242 |======================================================= b . 10.16229057 |========================================================= c . 11.00605679 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 Seconds < Lower Is Better a . 9.46833801 |======================================================= b . 9.39155006 |====================================================== c . 10.68865585 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 Seconds < Lower Is Better a . 11.62 |================================================== b . 11.96 |=================================================== c . 15.83 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 Seconds < Lower Is Better a . 10.46180662 |==================================================== b . 9.95179653 |================================================== c . 12.39374065 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 Seconds < Lower Is Better a . 16.12 |======================================================= b . 15.06 |=================================================== c . 20.03 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 Seconds < Lower Is Better a . 7.15654898 |============================================= b . 7.23030090 |============================================== c . 9.99976254 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 Seconds < Lower Is Better a . 20.27 |===================================================== b . 20.07 |===================================================== c . 25.94 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 Seconds < Lower Is Better a . 28.96 |================================================ b . 28.86 |================================================ c . 40.76 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 Seconds < Lower Is Better a . 21.74 |================================================= b . 21.58 |================================================= c . 30.14 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 Seconds < Lower Is Better a . 20.97 |====================================================== b . 20.39 |==================================================== c . 26.59 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 Seconds < Lower Is Better a . 7.04339520 |===================================================== b . 7.22264004 |====================================================== c . 8.43636608 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 Seconds < Lower Is Better a . 27.13 |====================================================== b . 27.26 |====================================================== c . 34.30 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 Seconds < Lower Is Better a . 17.43 |=================================================== b . 18.39 |===================================================== c . 23.43 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 Seconds < Lower Is Better a . 27.89 |========================================================== b . 31.67 |================================================================= c . 32.92 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 Seconds < Lower Is Better a . 10.61 |================================================== b . 10.04 |=============================================== c . 14.40 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 Seconds < Lower Is Better a . 13.90 |=============================================================== b . 13.21 |============================================================ c . 15.05 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 16.10 |==================================================== b . 15.88 |=================================================== c . 21.24 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 Seconds < Lower Is Better a . 3.95088299 |============================================================== b . 3.51961064 |======================================================= c . 4.02857113 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 Seconds < Lower Is Better a . 19.88 |==================================================== b . 19.90 |==================================================== c . 26.08 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 Seconds < Lower Is Better a . 6.79596265 |================================================ b . 7.25319386 |=================================================== c . 8.88461399 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 Seconds < Lower Is Better a . 4.49338507 |===================================== b . 4.04889965 |================================= c . 7.61906719 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 Seconds < Lower Is Better a . 10.53 |================================================================== b . 10.66 |=================================================================== c . 10.87 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 Seconds < Lower Is Better a . 8.65146001 |============================================== b . 7.98219156 |=========================================== c . 11.53872585 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 Seconds < Lower Is Better a . 4.36307828 |=========================================================== b . 4.18387175 |========================================================= c . 4.66319847 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 Seconds < Lower Is Better a . 3.81818644 |=================================================== b . 3.54577971 |=============================================== c . 4.72483921 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 Seconds < Lower Is Better a . 4.13995790 |=========================================== b . 4.38056469 |============================================= c . 6.11491442 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 Seconds < Lower Is Better a . 4.88721561 |=============================================== b . 5.12022400 |================================================== c . 6.48341799 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 Seconds < Lower Is Better a . 6.27024539 |================================================= b . 5.72649527 |============================================= c . 8.05877972 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 Seconds < Lower Is Better a . 4.84764210 |============================================= b . 5.00920248 |============================================== c . 6.83753395 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 Seconds < Lower Is Better a . 8.96524588 |============================================== b . 8.56665230 |============================================ c . 12.14000130 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 Seconds < Lower Is Better a . 13.27 |======================================================== b . 14.55 |============================================================= c . 16.11 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 Seconds < Lower Is Better a . 8.53293451 |======================================= b . 9.09858704 |========================================== c . 13.56651020 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 Seconds < Lower Is Better a . 8.17234961 |======================================== b . 8.02594757 |======================================= c . 12.81750202 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 Seconds < Lower Is Better a . 2.20562740 |============================================================= b . 2.26728702 |=============================================================== c . 2.17945814 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 Seconds < Lower Is Better a . 10.49 |======================================================== b . 10.02 |===================================================== c . 12.78 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 Seconds < Lower Is Better a . 7.01488924 |==================================================== b . 6.84189463 |================================================== c . 8.54621220 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 Seconds < Lower Is Better a . 8.57423337 |=============================================== b . 8.80821419 |================================================ c . 11.39771652 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 Seconds < Lower Is Better a . 4.76416794 |=========================================== b . 5.01853371 |============================================== c . 6.93201208 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 Seconds < Lower Is Better a . 7.17941427 |========================================================== b . 7.75082779 |============================================================== c . 7.86558390 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 6.64961027 |================================================ b . 6.58410643 |================================================ c . 8.65172238 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 Seconds < Lower Is Better a . 0.96304307 |=============================================================== b . 0.94075781 |============================================================== c . 0.95019859 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 Seconds < Lower Is Better a . 7.35997971 |==================================================== b . 7.27309227 |=================================================== c . 8.90790272 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 Seconds < Lower Is Better a . 2.22216737 |============================================================== b . 2.06534791 |========================================================= c . 2.26996160 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 Seconds < Lower Is Better a . 0.94222092 |========================================================== b . 0.83248776 |=================================================== c . 1.02151239 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 Seconds < Lower Is Better a . 3.24338492 |=========================================== b . 3.45746708 |============================================== c . 4.72820902 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 Seconds < Lower Is Better a . 2.29773927 |================================== b . 2.23182964 |================================= c . 4.20426559 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 Seconds < Lower Is Better a . 1.21052784 |=============================================================== b . 1.08225024 |======================================================== c . 1.07611108 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 Seconds < Lower Is Better a . 1.79510826 |===================================================== b . 1.54761553 |============================================= c . 2.14328170 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 Seconds < Lower Is Better a . 1.72030481 |=========================================================== b . 1.34116840 |============================================== c . 1.84279335 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 Seconds < Lower Is Better a . 1.22831978 |=============================================================== b . 1.21578169 |============================================================== c . 1.15871251 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 Seconds < Lower Is Better a . 1.91099046 |================================================== b . 1.72903442 |============================================= c . 2.40419841 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 Seconds < Lower Is Better a . 0.99049346 |===================================================== b . 1.16701186 |=============================================================== c . 1.17409146 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 Seconds < Lower Is Better a . 2.72449839 |======================================== b . 3.15851951 |============================================== c . 4.33064032 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 Seconds < Lower Is Better a . 3.95722946 |===================================================== b . 3.91516662 |==================================================== c . 4.70489502 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 Seconds < Lower Is Better a . 1.89211027 |================================================== b . 2.03955197 |====================================================== c . 2.37049389 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 Seconds < Lower Is Better a . 2.97041595 |============================================= b . 2.87794304 |============================================ c . 4.14192533 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 Seconds < Lower Is Better a . 0.76801004 |========================================================== b . 0.83989167 |=============================================================== c . 0.77237189 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 Seconds < Lower Is Better a . 3.36831411 |======================================================= b . 3.44206405 |======================================================== c . 3.84918070 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 Seconds < Lower Is Better a . 2.60717384 |================================================= b . 2.27759695 |=========================================== c . 3.37523389 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 Seconds < Lower Is Better a . 2.91284231 |========================================= b . 2.86002350 |========================================= c . 4.42969608 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 Seconds < Lower Is Better a . 1.85550449 |============================================== b . 1.93961561 |================================================= c . 2.51637721 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 Seconds < Lower Is Better a . 4.92630212 |========================================================== b . 5.36804438 |=============================================================== c . 5.33987236 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 1.92681778 |===================================================== b . 1.87671195 |=================================================== c . 2.29729116 |===============================================================