Tests for a future article. AMD Ryzen Threadripper 7980X 64-Cores testing with a ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS) and AMD Radeon RX 7900 XT 20GB on Ubuntu 23.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2401048-NE-APACHESPA81
apache spark tpc benchmark
Tests for a future article. AMD Ryzen Threadripper 7980X 64-Cores testing with a ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS) and AMD Radeon RX 7900 XT 20GB on Ubuntu 23.10 via the Phoronix Test Suite.
a:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads), Motherboard: ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2000GB Corsair MP700 PRO + 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: AMD Radeon RX 7900 XT 20GB (2025/1249MHz), Audio: Realtek ALC1220, Monitor: DELL U2723QE, Network: Aquantia Device 04c0 + Intel I226-LM + MEDIATEK MT7922 802.11ax PCI
OS: Ubuntu 23.10, Kernel: 6.7.0-060700rc2daily20231126-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7 + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3 (LLVM 15.0.7 DRM 3.56), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160
b:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads), Motherboard: ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2000GB Corsair MP700 PRO + 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: AMD Radeon RX 7900 XT 20GB (2025/1249MHz), Audio: Realtek ALC1220, Monitor: DELL U2723QE, Network: Aquantia Device 04c0 + Intel I226-LM + MEDIATEK MT7922 802.11ax PCI
OS: Ubuntu 23.10, Kernel: 6.7.0-060700rc2daily20231126-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7 + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3 (LLVM 15.0.7 DRM 3.56), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q01
Seconds < Lower Is Better
a . 2.31 |==================================================================
b . 2.42 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q02
Seconds < Lower Is Better
a . 2.83 |=====================================================================
b . 2.76 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q03
Seconds < Lower Is Better
a . 2.49 |================================================================
b . 2.70 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q04
Seconds < Lower Is Better
a . 4.78 |====================================================================
b . 4.82 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q05
Seconds < Lower Is Better
a . 3.11 |=====================================================================
b . 3.09 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q06
Seconds < Lower Is Better
a . 2.92 |===================================================================
b . 3.02 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q07
Seconds < Lower Is Better
a . 2.94 |=============================================================
b . 3.31 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q08
Seconds < Lower Is Better
a . 3.12 |================================================================
b . 3.37 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q09
Seconds < Lower Is Better
a . 3.57 |===================================================================
b . 3.66 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q10
Seconds < Lower Is Better
a . 2.97 |==================================================================
b . 3.11 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q11
Seconds < Lower Is Better
a . 4.24 |=====================================================================
b . 4.23 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q12
Seconds < Lower Is Better
a . 1.34 |=====================================================================
b . 1.29 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q13
Seconds < Lower Is Better
a . 2.83 |=====================================================================
b . 2.83 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q14
Seconds < Lower Is Better
a . 3.81 |=====================================================================
b . 3.61 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q15
Seconds < Lower Is Better
a . 2.78 |=====================================================================
b . 2.44 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q16
Seconds < Lower Is Better
a . 1.83 |=====================================================================
b . 1.79 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q17
Seconds < Lower Is Better
a . 4.20 |=====================================================================
b . 4.09 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q18
Seconds < Lower Is Better
a . 3.70 |====================================================================
b . 3.77 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q19
Seconds < Lower Is Better
a . 2.90 |==============================================================
b . 3.24 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q20
Seconds < Lower Is Better
a . 1.33 |=====================================================================
b . 1.32 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q21
Seconds < Lower Is Better
a . 2.77 |=================================================================
b . 2.96 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q22
Seconds < Lower Is Better
a . 3.08 |=================================================================
b . 3.27 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q23
Seconds < Lower Is Better
a . 3.05 |=====================================================================
b . 2.89 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q24
Seconds < Lower Is Better
a . 0.50 |=====================================================================
b . 0.50 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q25
Seconds < Lower Is Better
a . 3.98 |=====================================================================
b . 3.99 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q26
Seconds < Lower Is Better
a . 2.83 |=====================================================================
b . 2.84 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q27
Seconds < Lower Is Better
a . 3.27 |=====================================================================
b . 3.22 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q28
Seconds < Lower Is Better
a . 5.51 |==================================================================
b . 5.74 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q29
Seconds < Lower Is Better
a . 4.05 |=====================================================================
b . 4.04 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q30
Seconds < Lower Is Better
a . 2.22 |===================================================================
b . 2.27 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q31
Seconds < Lower Is Better
a . 4.02 |=====================================================================
b . 3.78 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q32
Seconds < Lower Is Better
a . 2.29 |=====================================================================
b . 2.26 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q33
Seconds < Lower Is Better
a . 3.00 |=====================================================================
b . 2.96 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q34
Seconds < Lower Is Better
a . 2.85 |=====================================================================
b . 2.74 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q35
Seconds < Lower Is Better
a . 3.14 |=====================================================================
b . 3.04 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q36
Seconds < Lower Is Better
a . 2.91 |=====================================================================
b . 2.90 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q37
Seconds < Lower Is Better
a . 1.59 |=====================================================================
b . 1.55 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q38
Seconds < Lower Is Better
a . 3.42 |=====================================================================
b . 3.29 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q39
Seconds < Lower Is Better
a . 1.01 |=========================================================
b . 1.23 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q40
Seconds < Lower Is Better
a . 2.58 |===================================================================
b . 2.64 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q41
Seconds < Lower Is Better
a . 1.64 |=====================================================================
b . 1.61 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q42
Seconds < Lower Is Better
a . 2.27 |=====================================================================
b . 1.92 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q43
Seconds < Lower Is Better
a . 2.61 |=================================================================
b . 2.79 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q44
Seconds < Lower Is Better
a . 3.75 |===================================================================
b . 3.87 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q45
Seconds < Lower Is Better
a . 2.47 |=====================================================================
b . 2.39 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q46
Seconds < Lower Is Better
a . 3.10 |==================================================================
b . 3.24 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q47
Seconds < Lower Is Better
a . 4.01 |====================================================================
b . 4.05 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q48
Seconds < Lower Is Better
a . 2.86 |=====================================================================
b . 2.78 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q49
Seconds < Lower Is Better
a . 2.91 |=================================================================
b . 3.09 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q50
Seconds < Lower Is Better
a . 3.13 |===================================================================
b . 3.20 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q51
Seconds < Lower Is Better
a . 4.51 |====================================================================
b . 4.60 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q52
Seconds < Lower Is Better
a . 2.47 |=====================================================================
b . 1.94 |======================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q53
Seconds < Lower Is Better
a . 2.50 |===================================================================
b . 2.58 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q54
Seconds < Lower Is Better
a . 3.33 |=====================================================================
b . 3.30 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q55
Seconds < Lower Is Better
a . 2.42 |===============================================================
b . 2.65 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q56
Seconds < Lower Is Better
a . 3.08 |=====================================================================
b . 2.80 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q57
Seconds < Lower Is Better
a . 3.27 |=====================================================================
b . 3.11 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q58
Seconds < Lower Is Better
a . 2.92 |=====================================================================
b . 2.77 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q59
Seconds < Lower Is Better
a . 3.16 |=====================================================================
b . 3.13 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q60
Seconds < Lower Is Better
a . 3.12 |====================================================================
b . 3.15 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q61
Seconds < Lower Is Better
a . 1.69 |=====================================================================
b . 1.67 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q62
Seconds < Lower Is Better
a . 2.42 |===================================================================
b . 2.50 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q63
Seconds < Lower Is Better
a . 2.55 |====================================================================
b . 2.59 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q64
Seconds < Lower Is Better
a . 4.75 |=====================================================================
b . 4.78 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q65
Seconds < Lower Is Better
a . 3.35 |====================================================================
b . 3.39 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q66
Seconds < Lower Is Better
a . 3.41 |===================================================================
b . 3.51 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q67
Seconds < Lower Is Better
a . 3.79 |==================================================================
b . 3.96 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q68
Seconds < Lower Is Better
a . 3.39 |====================================================================
b . 3.43 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q69
Seconds < Lower Is Better
a . 2.93 |=====================================================================
b . 2.83 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q70
Seconds < Lower Is Better
a . 3.46 |===============================================================
b . 3.76 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q71
Seconds < Lower Is Better
a . 2.79 |=====================================================================
b . 2.57 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q72
Seconds < Lower Is Better
a . 4.49 |=================================================================
b . 4.75 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q73
Seconds < Lower Is Better
a . 2.50 |==============================================================
b . 2.78 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q74
Seconds < Lower Is Better
a . 4.01 |=====================================================================
b . 4.02 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q75
Seconds < Lower Is Better
a . 4.95 |=====================================================================
b . 4.92 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q76
Seconds < Lower Is Better
a . 2.91 |===================================================================
b . 2.98 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q77
Seconds < Lower Is Better
a . 3.01 |=====================================================================
b . 2.88 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q78
Seconds < Lower Is Better
a . 4.65 |====================================================================
b . 4.70 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q79
Seconds < Lower Is Better
a . 2.94 |===================================================================
b . 3.03 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q80
Seconds < Lower Is Better
a . 3.62 |============================================================
b . 4.15 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q81
Seconds < Lower Is Better
a . 2.17 |===================================================================
b . 2.22 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q82
Seconds < Lower Is Better
a . 3.09 |================================================================
b . 3.32 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q83
Seconds < Lower Is Better
a . 2.25 |===================================================================
b . 2.33 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q84
Seconds < Lower Is Better
a . 2.13 |=====================================================================
b . 2.13 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q85
Seconds < Lower Is Better
a . 3.21 |=====================================================================
b . 3.23 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q86
Seconds < Lower Is Better
a . 2.32 |=====================================================================
b . 2.33 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q87
Seconds < Lower Is Better
a . 3.31 |=====================================================================
b . 3.33 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q88
Seconds < Lower Is Better
a . 4.78 |=====================================================================
b . 4.40 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q89
Seconds < Lower Is Better
a . 3.15 |=====================================================================
b . 2.82 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q90
Seconds < Lower Is Better
a . 2.25 |====================================================================
b . 2.29 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q91
Seconds < Lower Is Better
a . 2.19 |=====================================================================
b . 2.20 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q92
Seconds < Lower Is Better
a . 2.32 |=====================================================================
b . 2.32 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q93
Seconds < Lower Is Better
a . 2.56 |=====================================================================
b . 2.52 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q94
Seconds < Lower Is Better
a . 1.69 |=====================================================================
b . 1.69 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q95
Seconds < Lower Is Better
a . 1.92 |===================================================================
b . 1.99 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q96
Seconds < Lower Is Better
a . 2.00 |=====================================================================
b . 1.82 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q97
Seconds < Lower Is Better
a . 3.52 |=====================================================================
b . 3.38 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q98
Seconds < Lower Is Better
a . 1.35 |=====================================================================
b . 1.34 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 1 - Q99
Seconds < Lower Is Better
a . 2.59 |====================================================================
b . 2.64 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q01
Seconds < Lower Is Better
a . 3.70 |=====================================================================
b . 3.65 |====================================================================
b . 3.72 |=====================================================================
b . 3.71 |=====================================================================
b . 3.66 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q02
Seconds < Lower Is Better
a . 3.60 |=====================================================================
b . 3.50 |===================================================================
b . 3.62 |=====================================================================
b . 3.60 |=====================================================================
b . 3.35 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q03
Seconds < Lower Is Better
a . 2.58 |==============================================================
b . 2.37 |=========================================================
b . 2.33 |========================================================
b . 2.87 |=====================================================================
b . 2.45 |===========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q05
Seconds < Lower Is Better
a . 6.07 |===================================================================
b . 6.01 |==================================================================
b . 6.17 |====================================================================
b . 6.06 |===================================================================
b . 6.25 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q06
Seconds < Lower Is Better
a . 5.29 |===================================================================
b . 5.16 |==================================================================
b . 5.39 |=====================================================================
b . 5.41 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q07
Seconds < Lower Is Better
a . 4.34 |=====================================================================
b . 4.18 |==================================================================
b . 4.25 |===================================================================
b . 4.36 |=====================================================================
b . 4.05 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q08
Seconds < Lower Is Better
a . 3.31 |==========================================================
b . 3.35 |===========================================================
b . 2.92 |===================================================
b . 3.92 |=====================================================================
b . 3.30 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q09
Seconds < Lower Is Better
a . 6.02 |=============================================================
b . 6.79 |=====================================================================
b . 5.61 |=========================================================
b . 6.34 |================================================================
b . 5.48 |========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q10
Seconds < Lower Is Better
a . 4.52 |=================================================================
b . 4.51 |=================================================================
b . 4.77 |=====================================================================
b . 4.28 |==============================================================
b . 4.47 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q11
Seconds < Lower Is Better
a . 10.64 |===================================================================
b . 10.87 |====================================================================
b . 10.60 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q12
Seconds < Lower Is Better
a . 1.42 |=====================================================================
b . 1.42 |=====================================================================
b . 1.39 |===================================================================
b . 1.43 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q13
Seconds < Lower Is Better
a . 3.64 |==============================================================
b . 3.67 |==============================================================
b . 3.03 |===================================================
b . 3.50 |===========================================================
b . 4.06 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q14
Seconds < Lower Is Better
a . 6.22 |===============================================================
b . 6.20 |===============================================================
b . 6.30 |================================================================
b . 6.76 |=====================================================================
b . 6.22 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q15
Seconds < Lower Is Better
a . 3.92 |===============================================================
b . 3.97 |================================================================
b . 3.24 |====================================================
b . 3.74 |=============================================================
b . 4.26 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q18
Seconds < Lower Is Better
a . 4.52 |=======================================================
b . 5.70 |=====================================================================
b . 4.24 |===================================================
b . 5.17 |===============================================================
b . 4.80 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q19
Seconds < Lower Is Better
a . 3.97 |=====================================================================
b . 3.61 |===============================================================
b . 3.87 |===================================================================
b . 3.92 |====================================================================
b . 3.82 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q20
Seconds < Lower Is Better
a . 1.42 |====================================================================
b . 1.43 |=====================================================================
b . 1.44 |=====================================================================
b . 1.38 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q21
Seconds < Lower Is Better
a . 3.69 |===============================================================
b . 3.41 |==========================================================
b . 3.28 |========================================================
b . 4.05 |=====================================================================
b . 3.35 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q22
Seconds < Lower Is Better
a . 4.80 |================================================================
b . 4.95 |==================================================================
b . 5.09 |====================================================================
b . 4.82 |=================================================================
b . 5.14 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q24
Seconds < Lower Is Better
a . 3.38 |=====================================================================
b . 2.80 |=========================================================
b . 2.83 |==========================================================
b . 2.79 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q26
Seconds < Lower Is Better
a . 3.95 |================================================================
b . 4.25 |=====================================================================
b . 4.27 |=====================================================================
b . 3.80 |=============================================================
b . 3.99 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q27
Seconds < Lower Is Better
a . 4.30 |=================================================================
b . 4.60 |=====================================================================
b . 4.42 |==================================================================
b . 4.45 |===================================================================
b . 4.53 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q28
Seconds < Lower Is Better
a . 7.85 |===============================================================
b . 6.83 |=======================================================
b . 7.32 |===========================================================
b . 8.57 |=====================================================================
b . 7.90 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q30
Seconds < Lower Is Better
a . 3.04 |====================================================================
b . 2.96 |==================================================================
b . 3.00 |===================================================================
b . 3.08 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q31
Seconds < Lower Is Better
a . 7.25 |=====================================================================
b . 6.61 |===============================================================
b . 7.24 |=====================================================================
b . 6.41 |=============================================================
b . 6.80 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q32
Seconds < Lower Is Better
a . 3.02 |==============================================================
b . 3.24 |==================================================================
b . 3.00 |=============================================================
b . 3.37 |=====================================================================
b . 2.63 |======================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q33
Seconds < Lower Is Better
a . 5.13 |==================================================================
b . 4.92 |===============================================================
b . 5.05 |=================================================================
b . 5.35 |=====================================================================
b . 4.86 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q34
Seconds < Lower Is Better
a . 3.77 |===============================================================
b . 4.01 |===================================================================
b . 3.46 |==========================================================
b . 4.13 |=====================================================================
b . 3.34 |========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q35
Seconds < Lower Is Better
a . 4.82 |=====================================================================
b . 4.60 |==================================================================
b . 4.52 |=================================================================
b . 4.61 |==================================================================
b . 4.58 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q36
Seconds < Lower Is Better
a . 3.49 |===============================================================
b . 3.65 |==================================================================
b . 3.81 |=====================================================================
b . 3.60 |=================================================================
b . 3.46 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q37
Seconds < Lower Is Better
a . 5.01 |================================================================
b . 5.39 |=====================================================================
b . 4.18 |======================================================
b . 4.59 |===========================================================
b . 4.46 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q38
Seconds < Lower Is Better
a . 6.26 |=====================================================================
b . 5.93 |=================================================================
b . 6.30 |=====================================================================
b . 5.82 |================================================================
b . 6.03 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q39
Seconds < Lower Is Better
a . 1.75 |================================================================
b . 1.58 |==========================================================
b . 1.88 |=====================================================================
b . 1.66 |=============================================================
b . 1.54 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q40
Seconds < Lower Is Better
a . 5.36 |=====================================================================
b . 5.22 |===================================================================
b . 5.38 |=====================================================================
b . 5.05 |=================================================================
b . 5.32 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q41
Seconds < Lower Is Better
a . 1.94 |====================================================================
b . 1.91 |===================================================================
b . 1.93 |====================================================================
b . 1.96 |=====================================================================
b . 1.94 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q42
Seconds < Lower Is Better
a . 2.74 |===============================================================
b . 2.31 |=====================================================
b . 2.24 |====================================================
b . 2.99 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q43
Seconds < Lower Is Better
a . 2.59 |=====================================================================
b . 2.43 |=================================================================
b . 2.45 |=================================================================
b . 2.30 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q44
Seconds < Lower Is Better
a . 1.82 |================================================================
b . 1.73 |=============================================================
b . 1.96 |=====================================================================
b . 1.87 |==================================================================
b . 1.86 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q45
Seconds < Lower Is Better
a . 3.43 |=========================================================
b . 3.55 |===========================================================
b . 4.04 |====================================================================
b . 3.45 |==========================================================
b . 4.12 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q46
Seconds < Lower Is Better
a . 3.87 |==================================================================
b . 4.07 |=====================================================================
b . 3.70 |===============================================================
b . 3.88 |==================================================================
b . 3.82 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q47
Seconds < Lower Is Better
a . 5.84 |====================================================================
b . 5.51 |================================================================
b . 5.91 |=====================================================================
b . 5.64 |==================================================================
b . 5.82 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q48
Seconds < Lower Is Better
a . 3.34 |===============================================================
b . 3.18 |============================================================
b . 3.66 |=====================================================================
b . 2.70 |===================================================
b . 3.01 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q49
Seconds < Lower Is Better
a . 6.21 |=====================================================================
b . 6.24 |=====================================================================
b . 6.09 |===================================================================
b . 6.19 |====================================================================
b . 6.21 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q50
Seconds < Lower Is Better
a . 5.67 |====================================================================
b . 5.73 |=====================================================================
b . 5.68 |====================================================================
b . 5.72 |=====================================================================
b . 5.62 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q51
Seconds < Lower Is Better
a . 7.52 |=================================================================
b . 7.70 |===================================================================
b . 7.91 |=====================================================================
b . 7.32 |===============================================================
b . 7.96 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q52
Seconds < Lower Is Better
a . 2.79 |=========================================================
b . 2.57 |====================================================
b . 3.32 |====================================================================
b . 2.62 |=====================================================
b . 3.39 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q53
Seconds < Lower Is Better
a . 2.93 |=============================================================
b . 3.31 |=====================================================================
b . 2.68 |========================================================
b . 2.98 |==============================================================
b . 2.95 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q54
Seconds < Lower Is Better
a . 4.88 |===================================================================
b . 5.05 |=====================================================================
b . 4.89 |===================================================================
b . 4.93 |===================================================================
b . 4.94 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q55
Seconds < Lower Is Better
a . 2.65 |=============================================================
b . 2.99 |=====================================================================
b . 2.44 |========================================================
b . 2.73 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q56
Seconds < Lower Is Better
a . 4.57 |==============================================================
b . 4.65 |===============================================================
b . 5.10 |=====================================================================
b . 4.94 |===================================================================
b . 4.45 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q57
Seconds < Lower Is Better
a . 4.41 |==================================================================
b . 4.39 |==================================================================
b . 4.45 |===================================================================
b . 4.32 |=================================================================
b . 4.58 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q58
Seconds < Lower Is Better
a . 4.58 |===================================================================
b . 4.52 |==================================================================
b . 4.45 |=================================================================
b . 4.72 |=====================================================================
b . 3.99 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q59
Seconds < Lower Is Better
a . 3.91 |===================================================================
b . 3.88 |===================================================================
b . 3.90 |===================================================================
b . 4.01 |=====================================================================
b . 3.89 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q60
Seconds < Lower Is Better
a . 5.22 |=========================================================
b . 5.30 |==========================================================
b . 4.96 |======================================================
b . 6.33 |=====================================================================
b . 4.94 |======================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q61
Seconds < Lower Is Better
a . 1.73 |==================================================================
b . 1.73 |==================================================================
b . 1.80 |=====================================================================
b . 1.78 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q62
Seconds < Lower Is Better
a . 3.45 |==================================================================
b . 3.26 |==============================================================
b . 3.62 |=====================================================================
b . 3.50 |===================================================================
b . 3.34 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q63
Seconds < Lower Is Better
a . 2.68 |==============================================================
b . 3.00 |=====================================================================
b . 2.85 |==================================================================
b . 2.89 |==================================================================
b . 2.67 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q65
Seconds < Lower Is Better
a . 5.09 |====================================================================
b . 4.92 |==================================================================
b . 4.94 |==================================================================
b . 5.17 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q66
Seconds < Lower Is Better
a . 3.95 |======================================================
b . 3.69 |==================================================
b . 5.08 |=====================================================================
b . 4.47 |=============================================================
b . 4.61 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q68
Seconds < Lower Is Better
a . 3.89 |====================================================================
b . 3.87 |====================================================================
b . 3.94 |=====================================================================
b . 3.44 |============================================================
b . 3.42 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q69
Seconds < Lower Is Better
a . 4.51 |==================================================================
b . 4.32 |===============================================================
b . 4.72 |=====================================================================
b . 4.38 |================================================================
b . 4.19 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q70
Seconds < Lower Is Better
a . 4.03 |================================================================
b . 3.97 |===============================================================
b . 4.02 |================================================================
b . 3.85 |=============================================================
b . 4.32 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q71
Seconds < Lower Is Better
a . 3.70 |=============================================================
b . 3.92 |=================================================================
b . 4.16 |=====================================================================
b . 3.99 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q73
Seconds < Lower Is Better
a . 3.27 |=================================================================
b . 3.48 |=====================================================================
b . 2.89 |=========================================================
b . 2.83 |========================================================
b . 2.81 |========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q74
Seconds < Lower Is Better
a . 6.45 |==================================================================
b . 6.29 |=================================================================
b . 6.24 |================================================================
b . 6.33 |=================================================================
b . 6.72 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q75
Seconds < Lower Is Better
a . 9.99 |=================================================================
b . 10.47 |====================================================================
b . 9.75 |===============================================================
b . 10.31 |===================================================================
b . 10.42 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q76
Seconds < Lower Is Better
a . 4.17 |=====================================================================
b . 4.01 |==================================================================
b . 3.74 |==============================================================
b . 3.66 |=============================================================
b . 3.75 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q77
Seconds < Lower Is Better
a . 5.17 |=====================================================================
b . 5.12 |====================================================================
b . 5.15 |=====================================================================
b . 5.09 |====================================================================
b . 5.08 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q78
Seconds < Lower Is Better
a . 11.37 |====================================================================
b . 11.20 |===================================================================
b . 11.07 |==================================================================
b . 11.29 |====================================================================
b . 11.25 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q79
Seconds < Lower Is Better
a . 3.68 |=========================================================
b . 3.45 |=====================================================
b . 4.49 |=====================================================================
b . 3.89 |============================================================
b . 3.70 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q80
Seconds < Lower Is Better
a . 10.61 |=================================================================
b . 10.16 |==============================================================
b . 10.09 |==============================================================
b . 11.11 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q81
Seconds < Lower Is Better
a . 3.20 |====================================================================
b . 3.23 |=====================================================================
b . 3.17 |====================================================================
b . 2.94 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q82
Seconds < Lower Is Better
a . 5.37 |================================================================
b . 5.09 |=============================================================
b . 5.76 |=====================================================================
b . 5.14 |==============================================================
b . 4.86 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q83
Seconds < Lower Is Better
a . 3.25 |=====================================================================
b . 3.20 |====================================================================
b . 3.25 |=====================================================================
b . 3.26 |=====================================================================
b . 3.04 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q84
Seconds < Lower Is Better
a . 3.16 |===================================================================
b . 3.23 |=====================================================================
b . 3.25 |=====================================================================
b . 3.16 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q85
Seconds < Lower Is Better
a . 5.62 |==================================================================
b . 5.84 |=====================================================================
b . 5.85 |=====================================================================
b . 5.43 |================================================================
b . 5.41 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q86
Seconds < Lower Is Better
a . 3.24 |==================================================================
b . 3.40 |=====================================================================
b . 3.24 |==================================================================
b . 3.34 |====================================================================
b . 3.03 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q87
Seconds < Lower Is Better
a . 6.12 |================================================================
b . 6.23 |==================================================================
b . 6.56 |=====================================================================
b . 6.10 |================================================================
b . 6.27 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q88
Seconds < Lower Is Better
a . 7.24 |===========================================================
b . 7.20 |===========================================================
b . 8.45 |=====================================================================
b . 6.83 |========================================================
b . 7.35 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q89
Seconds < Lower Is Better
a . 3.69 |==================================================================
b . 3.73 |===================================================================
b . 3.83 |=====================================================================
b . 3.54 |================================================================
b . 3.57 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q90
Seconds < Lower Is Better
a . 3.35 |========================================================
b . 3.81 |================================================================
b . 4.13 |=====================================================================
b . 3.50 |==========================================================
b . 3.57 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q91
Seconds < Lower Is Better
a . 2.90 |====================================================================
b . 2.77 |=================================================================
b . 2.88 |====================================================================
b . 2.86 |===================================================================
b . 2.94 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q92
Seconds < Lower Is Better
a . 3.54 |===============================================================
b . 3.41 |=============================================================
b . 3.64 |=================================================================
b . 3.85 |=====================================================================
b . 3.46 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q93
Seconds < Lower Is Better
a . 6.16 |=====================================================================
b . 5.97 |===================================================================
b . 6.05 |====================================================================
b . 6.13 |=====================================================================
b . 6.07 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q94
Seconds < Lower Is Better
a . 3.89 |===================================================================
b . 3.94 |====================================================================
b . 3.77 |=================================================================
b . 3.87 |===================================================================
b . 4.01 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q95
Seconds < Lower Is Better
a . 3.97 |====================================================================
b . 3.95 |====================================================================
b . 4.03 |=====================================================================
b . 3.93 |===================================================================
b . 3.99 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q96
Seconds < Lower Is Better
a . 2.20 |====================================================================
b . 2.23 |=====================================================================
b . 1.77 |=======================================================
b . 1.96 |=============================================================
b . 1.84 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q97
Seconds < Lower Is Better
a . 4.64 |============================================================
b . 4.45 |=========================================================
b . 4.62 |===========================================================
b . 5.38 |=====================================================================
b . 4.37 |========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q98
Seconds < Lower Is Better
a . 1.41 |===================================================================
b . 1.41 |===================================================================
b . 1.43 |====================================================================
b . 1.46 |=====================================================================
b . 1.39 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q99
Seconds < Lower Is Better
a . 3.18 |===========================================================
b . 3.71 |=====================================================================
b . 2.76 |===================================================
b . 2.67 |==================================================
b . 3.65 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q04
Seconds < Lower Is Better
a . 15.32 |==================================================================
b . 14.47 |===============================================================
b . 15.74 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q29
Seconds < Lower Is Better
a . 8.69 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 10 - Q23
Seconds < Lower Is Better
a . 7.52 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q01
Seconds < Lower Is Better
a . 4.75 |====================================================================
b . 4.79 |=====================================================================
b . 4.77 |=====================================================================
b . 4.66 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q02
Seconds < Lower Is Better
a . 3.82 |===================================================================
b . 3.91 |=====================================================================
b . 3.79 |===================================================================
b . 3.80 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q03
Seconds < Lower Is Better
a . 3.05 |====================================================================
b . 3.08 |=====================================================================
b . 3.01 |===================================================================
b . 3.10 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q07
Seconds < Lower Is Better
a . 5.28 |================================================================
b . 5.73 |=====================================================================
b . 4.34 |====================================================
b . 5.07 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q08
Seconds < Lower Is Better
a . 4.40 |=====================================================================
b . 4.27 |===================================================================
b . 4.37 |=====================================================================
b . 4.25 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q09
Seconds < Lower Is Better
a . 5.84 |===================================================================
b . 6.04 |=====================================================================
b . 5.78 |==================================================================
b . 5.47 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q10
Seconds < Lower Is Better
a . 5.36 |================================================================
b . 5.28 |===============================================================
b . 5.80 |=====================================================================
b . 5.19 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q12
Seconds < Lower Is Better
a . 1.46 |=====================================================================
b . 1.45 |=====================================================================
b . 1.44 |====================================================================
b . 1.43 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q13
Seconds < Lower Is Better
a . 4.04 |=====================================================================
b . 3.79 |=================================================================
b . 3.81 |=================================================================
b . 4.05 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q14
Seconds < Lower Is Better
a . 13.76 |=====================================================
b . 10.43 |========================================
b . 17.55 |====================================================================
b . 9.97 |=======================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q15
Seconds < Lower Is Better
a . 4.64 |===========================================================
b . 4.83 |==============================================================
b . 5.40 |=====================================================================
b . 4.53 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q18
Seconds < Lower Is Better
a . 5.13 |=====================================================================
b . 4.61 |==============================================================
b . 4.68 |===============================================================
b . 4.96 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q19
Seconds < Lower Is Better
a . 4.78 |=====================================================================
b . 4.54 |==================================================================
b . 4.58 |==================================================================
b . 4.47 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q20
Seconds < Lower Is Better
a . 1.43 |==================================================================
b . 1.48 |=====================================================================
b . 1.49 |=====================================================================
b . 1.45 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q21
Seconds < Lower Is Better
a . 3.63 |=========================================================
b . 4.03 |================================================================
b . 4.37 |=====================================================================
b . 3.33 |=====================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q22
Seconds < Lower Is Better
a . 6.44 |====================================================================
b . 6.54 |=====================================================================
b . 6.57 |=====================================================================
b . 6.45 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q26
Seconds < Lower Is Better
a . 4.19 |=============================================================
b . 4.74 |=====================================================================
b . 4.54 |==================================================================
b . 3.53 |===================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q27
Seconds < Lower Is Better
a . 4.64 |===========================================================
b . 5.43 |=====================================================================
b . 4.40 |========================================================
b . 4.76 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q28
Seconds < Lower Is Better
a . 11.00 |================================================================
b . 11.57 |====================================================================
b . 11.61 |====================================================================
b . 10.98 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q30
Seconds < Lower Is Better
a . 4.88 |=====================================================================
b . 4.72 |===================================================================
b . 4.82 |====================================================================
b . 4.74 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q31
Seconds < Lower Is Better
a . 8.77 |=========================================================
b . 10.38 |====================================================================
b . 8.94 |===========================================================
b . 9.57 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q32
Seconds < Lower Is Better
a . 3.59 |=================================================================
b . 3.83 |=====================================================================
b . 3.78 |====================================================================
b . 3.70 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q33
Seconds < Lower Is Better
a . 5.75 |================================================================
b . 5.61 |===============================================================
b . 5.78 |================================================================
b . 6.19 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q34
Seconds < Lower Is Better
a . 4.68 |=====================================================================
b . 4.04 |============================================================
b . 4.06 |============================================================
b . 4.14 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q35
Seconds < Lower Is Better
a . 6.37 |===================================================================
b . 6.56 |=====================================================================
b . 6.57 |=====================================================================
b . 6.51 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q36
Seconds < Lower Is Better
a . 3.84 |=================================================================
b . 4.10 |=====================================================================
b . 3.98 |===================================================================
b . 3.99 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q37
Seconds < Lower Is Better
a . 5.76 |===================================================================
b . 5.84 |====================================================================
b . 5.95 |=====================================================================
b . 5.52 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q39
Seconds < Lower Is Better
a . 2.35 |================================================================
b . 2.42 |==================================================================
b . 2.24 |=============================================================
b . 2.54 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q40
Seconds < Lower Is Better
a . 8.45 |===================================================================
b . 8.64 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q41
Seconds < Lower Is Better
a . 2.07 |====================================================================
b . 1.99 |=================================================================
b . 2.10 |=====================================================================
b . 2.06 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q42
Seconds < Lower Is Better
a . 3.51 |====================================================================
b . 3.36 |=================================================================
b . 3.29 |================================================================
b . 3.56 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q43
Seconds < Lower Is Better
a . 3.10 |=====================================================================
b . 3.10 |=====================================================================
b . 3.06 |====================================================================
b . 3.03 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q44
Seconds < Lower Is Better
a . 1.88 |====================================================================
b . 1.90 |=====================================================================
b . 1.80 |=================================================================
b . 1.89 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q45
Seconds < Lower Is Better
a . 4.26 |===================================================================
b . 3.62 |=========================================================
b . 3.83 |=============================================================
b . 4.36 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q46
Seconds < Lower Is Better
a . 5.35 |=================================================================
b . 5.03 |==============================================================
b . 5.64 |=====================================================================
b . 5.16 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q47
Seconds < Lower Is Better
a . 7.98 |====================================================================
b . 8.05 |=====================================================================
b . 7.93 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q48
Seconds < Lower Is Better
a . 3.79 |=====================================================================
b . 3.62 |==================================================================
b . 3.69 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q52
Seconds < Lower Is Better
a . 3.48 |================================================================
b . 3.73 |=====================================================================
b . 3.56 |==================================================================
b . 3.52 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q53
Seconds < Lower Is Better
a . 3.41 |========================================================
b . 3.42 |========================================================
b . 3.29 |======================================================
b . 4.23 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q54
Seconds < Lower Is Better
a . 6.89 |==================================================================
b . 7.16 |=====================================================================
b . 6.73 |=================================================================
b . 6.54 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q55
Seconds < Lower Is Better
a . 3.49 |=====================================================================
b . 3.45 |====================================================================
b . 3.28 |=================================================================
b . 3.50 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q56
Seconds < Lower Is Better
a . 4.99 |=================================================================
b . 4.62 |============================================================
b . 4.52 |===========================================================
b . 5.32 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q57
Seconds < Lower Is Better
a . 5.28 |====================================================================
b . 4.55 |===========================================================
b . 5.36 |=====================================================================
b . 5.08 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q58
Seconds < Lower Is Better
a . 5.24 |==============================================================
b . 5.56 |==================================================================
b . 5.79 |=====================================================================
b . 5.20 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q59
Seconds < Lower Is Better
a . 4.88 |=====================================================================
b . 4.72 |===================================================================
b . 4.80 |====================================================================
b . 4.73 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q60
Seconds < Lower Is Better
a . 6.04 |====================================================================
b . 6.11 |=====================================================================
b . 5.71 |================================================================
b . 5.87 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q61
Seconds < Lower Is Better
a . 1.90 |====================================================================
b . 1.86 |==================================================================
b . 1.90 |====================================================================
b . 1.93 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q62
Seconds < Lower Is Better
a . 3.39 |==============================================================
b . 3.76 |=====================================================================
b . 3.51 |================================================================
b . 3.63 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q63
Seconds < Lower Is Better
a . 3.73 |=====================================================================
b . 3.64 |===================================================================
b . 3.23 |============================================================
b . 3.66 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q66
Seconds < Lower Is Better
a . 4.96 |=====================================================================
b . 4.01 |========================================================
b . 4.11 |=========================================================
b . 4.06 |========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q68
Seconds < Lower Is Better
a . 5.55 |=================================================================
b . 5.64 |==================================================================
b . 5.36 |===============================================================
b . 5.90 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q69
Seconds < Lower Is Better
a . 5.58 |================================================================
b . 5.74 |==================================================================
b . 6.01 |=====================================================================
b . 5.33 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q70
Seconds < Lower Is Better
a . 4.04 |==============================================================
b . 3.94 |=============================================================
b . 4.48 |=====================================================================
b . 4.45 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q71
Seconds < Lower Is Better
a . 4.59 |====================================================================
b . 4.24 |===============================================================
b . 4.64 |====================================================================
b . 4.68 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q73
Seconds < Lower Is Better
a . 4.28 |=====================================================================
b . 3.71 |============================================================
b . 3.73 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q75
Seconds < Lower Is Better
a . 15.94 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q76
Seconds < Lower Is Better
a . 5.05 |================================================================
b . 5.32 |===================================================================
b . 5.13 |=================================================================
b . 5.46 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q77
Seconds < Lower Is Better
a . 6.71 |====================================================================
b . 6.77 |=====================================================================
b . 6.56 |===================================================================
b . 6.69 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q79
Seconds < Lower Is Better
a . 4.97 |================================================================
b . 5.14 |===================================================================
b . 5.32 |=====================================================================
b . 4.71 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q81
Seconds < Lower Is Better
a . 4.61 |===================================================================
b . 4.48 |=================================================================
b . 4.78 |=====================================================================
b . 4.28 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q82
Seconds < Lower Is Better
a . 6.30 |==============================================================
b . 7.01 |=====================================================================
b . 6.24 |=============================================================
b . 6.64 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q83
Seconds < Lower Is Better
a . 4.50 |==============================================================
b . 4.29 |===========================================================
b . 4.35 |============================================================
b . 4.98 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q84
Seconds < Lower Is Better
a . 4.39 |==================================================================
b . 4.45 |===================================================================
b . 4.61 |=====================================================================
b . 4.27 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q85
Seconds < Lower Is Better
a . 6.72 |===================================================================
b . 6.92 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q86
Seconds < Lower Is Better
a . 3.29 |==============================================================
b . 3.49 |==================================================================
b . 3.24 |=============================================================
b . 3.65 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q88
Seconds < Lower Is Better
a . 7.53 |=================================================================
b . 7.83 |===================================================================
b . 8.04 |=====================================================================
b . 7.99 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q89
Seconds < Lower Is Better
a . 4.07 |==============================================================
b . 4.53 |=====================================================================
b . 4.10 |==============================================================
b . 4.06 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q90
Seconds < Lower Is Better
a . 3.58 |==================================================================
b . 3.69 |====================================================================
b . 3.73 |=====================================================================
b . 3.42 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q91
Seconds < Lower Is Better
a . 3.90 |=====================================================================
b . 3.89 |=====================================================================
b . 3.66 |=================================================================
b . 3.59 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q92
Seconds < Lower Is Better
a . 4.09 |=====================================================================
b . 3.86 |=================================================================
b . 3.87 |=================================================================
b . 3.74 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q94
Seconds < Lower Is Better
a . 5.27 |====================================================================
b . 5.32 |=====================================================================
b . 5.19 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q95
Seconds < Lower Is Better
a . 5.02 |==================================================================
b . 5.26 |=====================================================================
b . 5.14 |===================================================================
b . 5.25 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q96
Seconds < Lower Is Better
a . 2.11 |====================================================================
b . 2.02 |=================================================================
b . 2.10 |====================================================================
b . 2.14 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q98
Seconds < Lower Is Better
a . 1.49 |====================================================================
b . 1.52 |=====================================================================
b . 1.44 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q99
Seconds < Lower Is Better
a . 3.14 |=========================================================
b . 3.00 |======================================================
b . 2.77 |==================================================
b . 3.83 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q87
Seconds < Lower Is Better
a . 9.98 |=====================================================================
b . 9.73 |===================================================================
b . 9.75 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q05
Seconds < Lower Is Better
a . 8.66 |=====================================================================
b . 8.15 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 50 - Q38
Seconds < Lower Is Better
a . 9.98 |=====================================================================
b . 9.36 |=================================================================
b . 9.76 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q01
Seconds < Lower Is Better
a . 5.70 |===================================================================
b . 5.69 |===================================================================
b . 5.89 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q02
Seconds < Lower Is Better
a . 4.41 |=====================================================================
b . 4.18 |=================================================================
b . 4.31 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q03
Seconds < Lower Is Better
a . 3.67 |=====================================================================
b . 3.45 |=================================================================
b . 3.55 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q06
Seconds < Lower Is Better
a . 6.82 |===================================================================
b . 7.04 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q07
Seconds < Lower Is Better
a . 5.92 |===================================================================
b . 5.82 |==================================================================
b . 6.10 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q08
Seconds < Lower Is Better
a . 4.87 |===================================================================
b . 4.71 |================================================================
b . 5.05 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q09
Seconds < Lower Is Better
a . 6.06 |=================================================================
b . 6.39 |=====================================================================
b . 6.11 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q10
Seconds < Lower Is Better
a . 6.71 |==================================================================
b . 6.79 |==================================================================
b . 7.06 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q12
Seconds < Lower Is Better
a . 1.49 |=====================================================================
b . 1.50 |=====================================================================
b . 1.49 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q13
Seconds < Lower Is Better
a . 5.50 |=====================================================================
b . 5.27 |==================================================================
b . 5.17 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q15
Seconds < Lower Is Better
a . 5.60 |=====================================================================
b . 4.97 |=============================================================
b . 5.05 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q18
Seconds < Lower Is Better
a . 5.37 |==============================================================
b . 5.97 |=====================================================================
b . 5.45 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q19
Seconds < Lower Is Better
a . 5.05 |================================================================
b . 5.11 |=================================================================
b . 5.42 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q20
Seconds < Lower Is Better
a . 1.50 |==================================================================
b . 1.56 |=====================================================================
b . 1.54 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q21
Seconds < Lower Is Better
a . 3.64 |=====================================================================
b . 3.62 |=====================================================================
b . 3.40 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q22
Seconds < Lower Is Better
a . 7.95 |=================================================================
b . 8.44 |=====================================================================
b . 7.83 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q26
Seconds < Lower Is Better
a . 5.14 |=====================================================================
b . 4.33 |==========================================================
b . 4.53 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q27
Seconds < Lower Is Better
a . 5.28 |===================================================================
b . 5.16 |=================================================================
b . 5.45 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q28
Seconds < Lower Is Better
a . 11.30 |===============================================================
b . 12.11 |====================================================================
b . 12.06 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q30
Seconds < Lower Is Better
a . 5.70 |=====================================================================
b . 5.65 |====================================================================
b . 5.71 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q31
Seconds < Lower Is Better
a . 10.03 |=================================================================
b . 10.42 |====================================================================
b . 10.47 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q32
Seconds < Lower Is Better
a . 4.37 |=====================================================================
b . 4.23 |===================================================================
b . 3.83 |============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q33
Seconds < Lower Is Better
a . 6.70 |=====================================================================
b . 6.51 |===================================================================
b . 6.53 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q34
Seconds < Lower Is Better
a . 5.18 |=====================================================================
b . 4.96 |==================================================================
b . 4.67 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q36
Seconds < Lower Is Better
a . 4.63 |===================================================================
b . 4.70 |====================================================================
b . 4.78 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q37
Seconds < Lower Is Better
a . 4.66 |======================================================
b . 6.00 |=====================================================================
b . 5.28 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q39
Seconds < Lower Is Better
a . 3.63 |==================================================================
b . 3.80 |=====================================================================
b . 3.62 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q41
Seconds < Lower Is Better
a . 2.08 |===================================================================
b . 2.07 |===================================================================
b . 2.14 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q42
Seconds < Lower Is Better
a . 3.42 |===========================================================
b . 4.01 |=====================================================================
b . 3.31 |=========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q43
Seconds < Lower Is Better
a . 3.17 |===============================================================
b . 3.31 |==================================================================
b . 3.48 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q44
Seconds < Lower Is Better
a . 7.46 |=================================================================
b . 6.00 |====================================================
b . 7.91 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q45
Seconds < Lower Is Better
a . 4.78 |===================================================================
b . 4.27 |============================================================
b . 4.90 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q46
Seconds < Lower Is Better
a . 5.88 |===================================================================
b . 6.04 |=====================================================================
b . 6.03 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q47
Seconds < Lower Is Better
a . 9.25 |=====================================================================
b . 9.08 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q48
Seconds < Lower Is Better
a . 4.05 |=====================================================================
b . 3.94 |===================================================================
b . 3.81 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q52
Seconds < Lower Is Better
a . 3.92 |===================================================================
b . 4.01 |=====================================================================
b . 3.95 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q53
Seconds < Lower Is Better
a . 3.69 |=====================================================================
b . 3.63 |====================================================================
b . 3.71 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q55
Seconds < Lower Is Better
a . 3.70 |=====================================================================
b . 3.64 |====================================================================
b . 3.61 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q56
Seconds < Lower Is Better
a . 5.83 |=====================================================
b . 7.52 |=====================================================================
b . 6.37 |==========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q57
Seconds < Lower Is Better
a . 5.65 |====================================================================
b . 5.30 |================================================================
b . 5.73 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q58
Seconds < Lower Is Better
a . 5.51 |=====================================================================
b . 5.37 |===================================================================
b . 5.38 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q59
Seconds < Lower Is Better
a . 5.84 |==================================================================
b . 5.80 |==================================================================
b . 6.09 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q60
Seconds < Lower Is Better
a . 7.02 |=================================================================
b . 7.47 |=====================================================================
b . 6.34 |===========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q61
Seconds < Lower Is Better
a . 1.96 |=================================================================
b . 2.02 |===================================================================
b . 2.07 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q62
Seconds < Lower Is Better
a . 3.57 |=============================================================
b . 3.59 |=============================================================
b . 4.03 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q63
Seconds < Lower Is Better
a . 4.00 |=====================================================================
b . 3.78 |=================================================================
b . 3.68 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q66
Seconds < Lower Is Better
a . 5.15 |===================================================================
b . 5.17 |===================================================================
b . 5.30 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q68
Seconds < Lower Is Better
a . 5.66 |===============================================================
b . 5.98 |===================================================================
b . 6.20 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q69
Seconds < Lower Is Better
a . 6.40 |====================================================================
b . 6.15 |=================================================================
b . 6.50 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q70
Seconds < Lower Is Better
a . 4.74 |=====================================================================
b . 4.59 |===================================================================
b . 4.70 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q71
Seconds < Lower Is Better
a . 5.20 |==================================================================
b . 5.41 |=====================================================================
b . 5.18 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q73
Seconds < Lower Is Better
a . 4.13 |===========================================================
b . 4.82 |=====================================================================
b . 4.10 |===========================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q76
Seconds < Lower Is Better
a . 5.65 |================================================================
b . 5.47 |==============================================================
b . 6.08 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q77
Seconds < Lower Is Better
a . 7.59 |====================================================================
b . 7.68 |=====================================================================
b . 7.56 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q79
Seconds < Lower Is Better
a . 5.40 |=====================================================================
b . 5.43 |=====================================================================
b . 5.30 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q81
Seconds < Lower Is Better
a . 5.35 |===============================================================
b . 5.89 |=====================================================================
b . 5.25 |==============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q82
Seconds < Lower Is Better
a . 4.81 |====================================================================
b . 4.70 |==================================================================
b . 4.91 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q83
Seconds < Lower Is Better
a . 4.91 |================================================================
b . 5.30 |=====================================================================
b . 5.05 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q84
Seconds < Lower Is Better
a . 4.70 |=================================================================
b . 4.97 |=====================================================================
b . 4.38 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q86
Seconds < Lower Is Better
a . 3.45 |===================================================================
b . 3.56 |=====================================================================
b . 3.40 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q88
Seconds < Lower Is Better
a . 7.45 |===================================================================
b . 7.32 |==================================================================
b . 7.62 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q89
Seconds < Lower Is Better
a . 4.42 |=====================================================================
b . 4.32 |===================================================================
b . 4.30 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q90
Seconds < Lower Is Better
a . 3.65 |==============================================================
b . 3.58 |=============================================================
b . 4.07 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q91
Seconds < Lower Is Better
a . 3.83 |=====================================================================
b . 3.55 |================================================================
b . 3.65 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q92
Seconds < Lower Is Better
a . 4.09 |=============================================================
b . 4.47 |===================================================================
b . 4.63 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q96
Seconds < Lower Is Better
a . 2.34 |=====================================================================
b . 2.24 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q98
Seconds < Lower Is Better
a . 1.47 |===================================================================
b . 1.48 |===================================================================
b . 1.52 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q99
Seconds < Lower Is Better
a . 3.80 |========================================================
b . 3.78 |========================================================
b . 4.68 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q35
Seconds < Lower Is Better
a . 7.47 |=====================================================================
b . 7.45 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q40
Seconds < Lower Is Better
a . 6.09 |===================================================================
b . 6.28 |=====================================================================
b . 6.26 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q02
Seconds < Lower Is Better
a . 4.33 |==================================================================
b . 4.55 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q03
Seconds < Lower Is Better
a . 3.65 |=====================================================================
b . 3.67 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q07
Seconds < Lower Is Better
a . 5.96 |=====================================================================
b . 5.29 |=============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q08
Seconds < Lower Is Better
a . 4.99 |=====================================================================
b . 4.82 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q09
Seconds < Lower Is Better
a . 6.14 |=====================================================================
b . 6.10 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q10
Seconds < Lower Is Better
a . 6.95 |=====================================================================
b . 6.68 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q12
Seconds < Lower Is Better
a . 1.48 |=====================================================================
b . 1.47 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q13
Seconds < Lower Is Better
a . 5.54 |=====================================================================
b . 5.17 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q15
Seconds < Lower Is Better
a . 5.12 |=================================================================
b . 5.47 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q18
Seconds < Lower Is Better
a . 5.67 |=======================================================
b . 7.17 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q19
Seconds < Lower Is Better
a . 5.52 |=====================================================================
b . 5.03 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q20
Seconds < Lower Is Better
a . 1.48 |=====================================================================
b . 1.48 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q21
Seconds < Lower Is Better
a . 3.38 |=====================================================================
b . 3.14 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q22
Seconds < Lower Is Better
a . 8.37 |=====================================================================
b . 8.39 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q26
Seconds < Lower Is Better
a . 4.93 |============================================================
b . 5.65 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q27
Seconds < Lower Is Better
a . 5.43 |=====================================================================
b . 4.94 |===============================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q28
Seconds < Lower Is Better
a . 11.97 |================================================================
b . 12.75 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q30
Seconds < Lower Is Better
a . 5.79 |=====================================================================
b . 5.66 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q31
Seconds < Lower Is Better
a . 10.26 |====================================================================
b . 10.22 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q32
Seconds < Lower Is Better
a . 4.17 |====================================================================
b . 4.24 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q33
Seconds < Lower Is Better
a . 6.90 |=====================================================================
b . 6.56 |==================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q34
Seconds < Lower Is Better
a . 4.95 |==============================================================
b . 5.49 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q36
Seconds < Lower Is Better
a . 4.46 |=====================================================================
b . 4.43 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q37
Seconds < Lower Is Better
a . 4.14 |==========================================================
b . 4.91 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q39
Seconds < Lower Is Better
a . 3.77 |=====================================================================
b . 3.75 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q41
Seconds < Lower Is Better
a . 2.11 |====================================================================
b . 2.13 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q42
Seconds < Lower Is Better
a . 3.35 |=====================================================================
b . 3.28 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q43
Seconds < Lower Is Better
a . 3.20 |=====================================================================
b . 3.16 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q44
Seconds < Lower Is Better
a . 5.69 |================================================
b . 8.15 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q45
Seconds < Lower Is Better
a . 4.35 |=====================================================================
b . 3.40 |======================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q46
Seconds < Lower Is Better
a . 5.37 |====================================================================
b . 5.48 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q47
Seconds < Lower Is Better
a . 8.92 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q48
Seconds < Lower Is Better
a . 3.92 |=====================================================================
b . 3.72 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q52
Seconds < Lower Is Better
a . 4.01 |=====================================================================
b . 3.72 |================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q53
Seconds < Lower Is Better
a . 3.68 |=====================================================================
b . 3.63 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q55
Seconds < Lower Is Better
a . 4.00 |===================================================================
b . 4.10 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q56
Seconds < Lower Is Better
a . 5.93 |==========================================================
b . 7.04 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q57
Seconds < Lower Is Better
a . 5.59 |====================================================================
b . 5.71 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q58
Seconds < Lower Is Better
a . 6.19 |=====================================================================
b . 5.82 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q59
Seconds < Lower Is Better
a . 5.80 |==================================================================
b . 6.03 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q60
Seconds < Lower Is Better
a . 6.65 |======================================================
b . 8.53 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q61
Seconds < Lower Is Better
a . 2.03 |====================================================================
b . 2.07 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q62
Seconds < Lower Is Better
a . 3.89 |=====================================================================
b . 3.80 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q63
Seconds < Lower Is Better
a . 4.15 |===================================================================
b . 4.26 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q66
Seconds < Lower Is Better
a . 4.84 |=================================================================
b . 5.10 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q68
Seconds < Lower Is Better
a . 6.18 |=====================================================================
b . 5.98 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q69
Seconds < Lower Is Better
a . 6.58 |===================================================================
b . 6.77 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q70
Seconds < Lower Is Better
a . 4.71 |=====================================================================
b . 4.57 |===================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q71
Seconds < Lower Is Better
a . 5.25 |====================================================================
b . 5.36 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q73
Seconds < Lower Is Better
a . 4.19 |===================================================================
b . 4.33 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q76
Seconds < Lower Is Better
a . 5.58 |===============================================================
b . 6.15 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q79
Seconds < Lower Is Better
a . 5.36 |==================================================================
b . 5.57 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q82
Seconds < Lower Is Better
a . 4.74 |=====================================================================
b . 4.71 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q84
Seconds < Lower Is Better
a . 4.73 |=====================================================================
b . 4.44 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q86
Seconds < Lower Is Better
a . 3.52 |===================================================================
b . 3.65 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q88
Seconds < Lower Is Better
a . 7.59 |=====================================================================
b . 7.49 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q89
Seconds < Lower Is Better
a . 4.26 |=====================================================================
b . 4.27 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q90
Seconds < Lower Is Better
a . 3.54 |===========================================================
b . 4.11 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q92
Seconds < Lower Is Better
a . 4.35 |=====================================================================
b . 4.09 |=================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q96
Seconds < Lower Is Better
a . 2.28 |=====================================================================
b . 2.28 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q98
Seconds < Lower Is Better
a . 1.50 |=====================================================================
b . 1.49 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q99
Seconds < Lower Is Better
a . 4.02 |===============================================================
b . 4.39 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q06
Seconds < Lower Is Better
a . 6.71 |=====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 500 - Q35
Seconds < Lower Is Better
a . 7.85 |=====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Geometric Mean Of All Queries
Seconds < Lower Is Better
a . 1.09115570 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q01
Seconds < Lower Is Better
a . 2.30813360 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q02
Seconds < Lower Is Better
a . 0.96776295 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q03
Seconds < Lower Is Better
a . 1.53755089 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q04
Seconds < Lower Is Better
a . 1.39331611 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q05
Seconds < Lower Is Better
a . 1.63404930 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q06
Seconds < Lower Is Better
a . 0.34684698 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q07
Seconds < Lower Is Better
a . 1.56288211 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q08
Seconds < Lower Is Better
a . 1.05807396 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q09
Seconds < Lower Is Better
a . 2.24630221 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q10
Seconds < Lower Is Better
a . 1.37925017 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q11
Seconds < Lower Is Better
a . 0.59779863 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q12
Seconds < Lower Is Better
a . 1.02694988 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q13
Seconds < Lower Is Better
a . 0.72369719 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q14
Seconds < Lower Is Better
a . 0.95794541 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q15
Seconds < Lower Is Better
a . 1.03076641 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q16
Seconds < Lower Is Better
a . 0.77439463 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q17
Seconds < Lower Is Better
a . 1.37391059 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q18
Seconds < Lower Is Better
a . 1.90179173 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q19
Seconds < Lower Is Better
a . 0.47422830 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q20
Seconds < Lower Is Better
a . 1.27487640 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q21
Seconds < Lower Is Better
a . 3.67660387 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 1 - Q22
Seconds < Lower Is Better
a . 0.57581129 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Geometric Mean Of All Queries
Seconds < Lower Is Better
a . 4.11485597 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q01
Seconds < Lower Is Better
a . 4.29873101 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q02
Seconds < Lower Is Better
a . 2.20796720 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q03
Seconds < Lower Is Better
a . 5.25452534 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q04
Seconds < Lower Is Better
a . 4.37466176 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q05
Seconds < Lower Is Better
a . 6.48768631 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q06
Seconds < Lower Is Better
a . 2.18420521 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q07
Seconds < Lower Is Better
a . 5.29749473 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q08
Seconds < Lower Is Better
a . 5.44580158 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q09
Seconds < Lower Is Better
a . 7.60291115 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q10
Seconds < Lower Is Better
a . 5.44493898 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q11
Seconds < Lower Is Better
a . 2.17453631 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q12
Seconds < Lower Is Better
a . 4.09523519 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q13
Seconds < Lower Is Better
a . 2.10955985 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q14
Seconds < Lower Is Better
a . 3.07044212 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q15
Seconds < Lower Is Better
a . 3.02748696 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q16
Seconds < Lower Is Better
a . 2.16105564 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q17
Seconds < Lower Is Better
a . 6.52513742 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q18
Seconds < Lower Is Better
a . 7.76241620 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q19
Seconds < Lower Is Better
a . 3.06320993 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q20
Seconds < Lower Is Better
a . 4.68863535 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q21
Seconds < Lower Is Better
a . 14.80 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 10 - Q22
Seconds < Lower Is Better
a . 1.79856916 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Geometric Mean Of All Queries
Seconds < Lower Is Better
a . 14.21 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q01
Seconds < Lower Is Better
a . 13.09 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q02
Seconds < Lower Is Better
a . 5.20345497 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q03
Seconds < Lower Is Better
a . 18.15 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q04
Seconds < Lower Is Better
a . 15.57 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q05
Seconds < Lower Is Better
a . 20.01 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q06
Seconds < Lower Is Better
a . 10.24 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q07
Seconds < Lower Is Better
a . 17.76 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q08
Seconds < Lower Is Better
a . 19.04 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q09
Seconds < Lower Is Better
a . 23.57 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q10
Seconds < Lower Is Better
a . 17.98 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q11
Seconds < Lower Is Better
a . 4.64980395 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q12
Seconds < Lower Is Better
a . 16.03 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q13
Seconds < Lower Is Better
a . 6.55616983 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q14
Seconds < Lower Is Better
a . 12.63 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q15
Seconds < Lower Is Better
a . 11.66 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q16
Seconds < Lower Is Better
a . 5.56744941 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q17
Seconds < Lower Is Better
a . 28.56 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q18
Seconds < Lower Is Better
a . 31.63 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q19
Seconds < Lower Is Better
a . 12.35 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q20
Seconds < Lower Is Better
a . 15.26 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q21
Seconds < Lower Is Better
a . 68.05 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 50 - Q22
Seconds < Lower Is Better
a . 5.21743711 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Geometric Mean Of All Queries
Seconds < Lower Is Better
a . 26.24 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q01
Seconds < Lower Is Better
a . 24.77 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q02
Seconds < Lower Is Better
a . 8.04842561 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q03
Seconds < Lower Is Better
a . 34.83 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q04
Seconds < Lower Is Better
a . 30.74 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q05
Seconds < Lower Is Better
a . 37.92 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q06
Seconds < Lower Is Better
a . 20.94 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q07
Seconds < Lower Is Better
a . 33.29 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q08
Seconds < Lower Is Better
a . 35.42 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q10
Seconds < Lower Is Better
a . 34.25 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q11
Seconds < Lower Is Better
a . 7.13518940 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q12
Seconds < Lower Is Better
a . 30.59 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q13
Seconds < Lower Is Better
a . 11.89 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q14
Seconds < Lower Is Better
a . 25.33 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q15
Seconds < Lower Is Better
a . 23.10 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q16
Seconds < Lower Is Better
a . 10.60 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q17
Seconds < Lower Is Better
a . 58.28 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q19
Seconds < Lower Is Better
a . 24.80 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q20
Seconds < Lower Is Better
a . 29.22 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q21
Seconds < Lower Is Better
a . 138.12 |===================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q22
Seconds < Lower Is Better
a . 9.05138302 |===============================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q09
Seconds < Lower Is Better
a . 52.57 |====================================================================
Apache Spark TPC-H 3.5
Scale Factor: 100 - Q18
Seconds < Lower Is Better
a . 63.99 |====================================================================
Apache Spark TPC-DS 3.5
Scale Factor: 100 - Q05
Seconds < Lower Is Better
b . 11.02 |====================================================================