Spark TPC-DS Benchmarks Spark TPC-DS benchmarks across C2D / C3D / N2D standard and highmem instances on Ubuntu 22.04 LTS within Google GCE. Benchmarks by Michael Larabel. Focused on 3TB and 10TB scale factor along with 50GB just as a "smoke run". c2d-highmem-32: Processor: AMD EPYC 7B13 (16 Cores / 32 Threads), Motherboard: Google Compute Engine c2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c2d-highmem-56: Processor: AMD EPYC 7B13 (28 Cores / 56 Threads), Motherboard: Google Compute Engine c2d-highmem-56, Chipset: Intel 440FX 82441FX PMC, Memory: 28 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c2d-standard-32: Processor: AMD EPYC 7B13 (16 Cores / 32 Threads), Motherboard: Google Compute Engine c2d-standard-32, Chipset: Intel 440FX 82441FX PMC, Memory: 8 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c2d-standard-56: Processor: AMD EPYC 7B13 (28 Cores / 56 Threads), Motherboard: Google Compute Engine c2d-standard-56, Chipset: Intel 440FX 82441FX PMC, Memory: 14 x 16 GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c3d-highmem-30: Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-highmem-30, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c3d-highmem-60: Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-highmem-60, Chipset: Intel 440FX 82441FX PMC, Memory: 30 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c3d-standard-30: Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-standard-30, Chipset: Intel 440FX 82441FX PMC, Memory: 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM c3d-standard-60: Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-standard-60, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16 GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM n2d-highmem-32: Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.5.0-1014-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM n2d-highmem-64: Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-highmem-64, Chipset: Intel 440FX 82441FX PMC, Memory: 32 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM n2d-standard-32: Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-standard-32, Chipset: Intel 440FX 82441FX PMC, Memory: 8 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM n2d-standard-64: Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-standard-64, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q01 Seconds < Lower Is Better c2d-highmem-32 .. 6.52 |============================== c2d-highmem-56 .. 7.26 |================================= c2d-standard-32 . 6.68 |============================== c2d-standard-56 . 6.99 |================================ c3d-highmem-30 .. 5.86 |=========================== c3d-highmem-60 .. 7.09 |================================ c3d-standard-30 . 6.27 |============================ c3d-standard-60 . 6.64 |============================== n2d-highmem-32 .. 8.59 |======================================= n2d-highmem-64 .. 11.49 |==================================================== n2d-standard-32 . 8.19 |===================================== n2d-standard-64 . 11.90 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q02 Seconds < Lower Is Better c2d-highmem-32 .. 5.83 |==================================== c2d-highmem-56 .. 5.80 |==================================== c2d-standard-32 . 5.86 |==================================== c2d-standard-56 . 5.79 |==================================== c3d-highmem-30 .. 5.46 |================================= c3d-highmem-60 .. 5.56 |================================== c3d-standard-30 . 5.43 |================================= c3d-standard-60 . 5.34 |================================= n2d-highmem-32 .. 7.31 |============================================= n2d-highmem-64 .. 8.79 |====================================================== n2d-standard-32 . 7.32 |============================================= n2d-standard-64 . 8.97 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q03 Seconds < Lower Is Better c2d-highmem-32 .. 4.94 |==================================== c2d-highmem-56 .. 4.71 |================================== c2d-standard-32 . 4.88 |==================================== c2d-standard-56 . 4.74 |=================================== c3d-highmem-30 .. 4.08 |============================== c3d-highmem-60 .. 4.62 |================================== c3d-standard-30 . 4.60 |================================== c3d-standard-60 . 4.48 |================================= n2d-highmem-32 .. 5.78 |========================================== n2d-highmem-64 .. 7.16 |==================================================== n2d-standard-32 . 5.79 |========================================== n2d-standard-64 . 7.53 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q05 Seconds < Lower Is Better c2d-highmem-32 .. 11.87 |============================== c2d-highmem-56 .. 12.04 |============================== c2d-standard-32 . 11.80 |============================= c2d-standard-56 . 11.96 |============================== c3d-highmem-30 .. 10.80 |=========================== c3d-highmem-60 .. 11.26 |============================ c3d-standard-30 . 11.20 |============================ c3d-standard-60 . 11.25 |============================ n2d-highmem-32 .. 14.82 |===================================== n2d-highmem-64 .. 20.38 |=================================================== n2d-standard-32 . 14.57 |==================================== n2d-standard-64 . 21.70 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q07 Seconds < Lower Is Better c2d-highmem-32 .. 6.93 |============================== c2d-highmem-56 .. 7.60 |================================= c2d-standard-32 . 7.04 |=============================== c2d-standard-56 . 7.58 |================================= c3d-highmem-30 .. 6.29 |=========================== c3d-highmem-60 .. 6.99 |=============================== c3d-standard-30 . 6.77 |============================== c3d-standard-60 . 7.01 |=============================== n2d-highmem-32 .. 8.43 |===================================== n2d-highmem-64 .. 11.54 |================================================== n2d-standard-32 . 8.52 |===================================== n2d-standard-64 . 12.37 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q08 Seconds < Lower Is Better c2d-highmem-32 .. 6.58 |==================================== c2d-highmem-56 .. 6.61 |===================================== c2d-standard-32 . 6.55 |==================================== c2d-standard-56 . 6.53 |==================================== c3d-highmem-30 .. 5.84 |================================ c3d-highmem-60 .. 6.21 |================================== c3d-standard-30 . 6.09 |================================== c3d-standard-60 . 6.08 |================================== n2d-highmem-32 .. 7.80 |=========================================== n2d-highmem-64 .. 9.92 |======================================================= n2d-standard-32 . 7.89 |============================================ n2d-standard-64 . 9.90 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q09 Seconds < Lower Is Better c2d-highmem-32 .. 6.46 |===================================== c2d-highmem-56 .. 6.20 |=================================== c2d-standard-32 . 6.44 |===================================== c2d-standard-56 . 6.25 |==================================== c3d-highmem-30 .. 6.03 |================================== c3d-highmem-60 .. 5.86 |================================= c3d-standard-30 . 6.08 |=================================== c3d-standard-60 . 5.82 |================================= n2d-highmem-32 .. 7.83 |============================================= n2d-highmem-64 .. 9.48 |====================================================== n2d-standard-32 . 7.92 |============================================= n2d-standard-64 . 9.65 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q10 Seconds < Lower Is Better c2d-highmem-32 .. 8.44 |============================= c2d-highmem-56 .. 8.97 |=============================== c2d-standard-32 . 8.50 |============================== c2d-standard-56 . 8.91 |=============================== c3d-highmem-30 .. 7.65 |=========================== c3d-highmem-60 .. 8.50 |============================== c3d-standard-30 . 8.10 |============================ c3d-standard-60 . 8.21 |============================= n2d-highmem-32 .. 10.54 |===================================== n2d-highmem-64 .. 15.35 |===================================================== n2d-standard-32 . 10.85 |====================================== n2d-standard-64 . 15.53 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q12 Seconds < Lower Is Better c2d-highmem-32 .. 2.43 |===================================== c2d-highmem-56 .. 2.47 |====================================== c2d-standard-32 . 2.44 |====================================== c2d-standard-56 . 2.47 |====================================== c3d-highmem-30 .. 2.21 |================================== c3d-highmem-60 .. 2.30 |=================================== c3d-standard-30 . 2.24 |=================================== c3d-standard-60 . 2.28 |=================================== n2d-highmem-32 .. 2.96 |============================================== n2d-highmem-64 .. 3.36 |==================================================== n2d-standard-32 . 3.11 |================================================ n2d-standard-64 . 3.57 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q13 Seconds < Lower Is Better c2d-highmem-32 .. 7.00 |==================================== c2d-highmem-56 .. 6.74 |=================================== c2d-standard-32 . 6.92 |==================================== c2d-standard-56 . 6.59 |================================== c3d-highmem-30 .. 6.32 |================================ c3d-highmem-60 .. 6.10 |=============================== c3d-standard-30 . 6.46 |================================= c3d-standard-60 . 6.13 |=============================== n2d-highmem-32 .. 8.44 |=========================================== n2d-highmem-64 .. 9.78 |================================================== n2d-standard-32 . 8.47 |=========================================== n2d-standard-64 . 10.52 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q14 Seconds < Lower Is Better c2d-highmem-32 .. 15.38 |===================================== c2d-highmem-56 .. 14.51 |=================================== c2d-standard-32 . 15.45 |===================================== c2d-standard-56 . 14.24 |================================== c3d-highmem-30 .. 15.13 |==================================== c3d-highmem-60 .. 13.87 |================================= c3d-standard-30 . 15.38 |===================================== c3d-standard-60 . 13.38 |================================ n2d-highmem-32 .. 19.18 |============================================== n2d-highmem-64 .. 22.34 |====================================================== n2d-standard-32 . 18.86 |============================================= n2d-standard-64 . 22.49 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q15 Seconds < Lower Is Better c2d-highmem-32 .. 6.63 |==================================== c2d-highmem-56 .. 6.41 |================================== c2d-standard-32 . 6.29 |================================== c2d-standard-56 . 6.53 |=================================== c3d-highmem-30 .. 5.71 |=============================== c3d-highmem-60 .. 6.01 |================================ c3d-standard-30 . 5.92 |================================ c3d-standard-60 . 6.31 |================================== n2d-highmem-32 .. 7.95 |=========================================== n2d-highmem-64 .. 10.08 |====================================================== n2d-standard-32 . 7.91 |========================================== n2d-standard-64 . 9.68 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q18 Seconds < Lower Is Better c2d-highmem-32 .. 7.61 |================================== c2d-highmem-56 .. 7.51 |================================= c2d-standard-32 . 7.71 |================================== c2d-standard-56 . 7.60 |================================== c3d-highmem-30 .. 6.60 |============================= c3d-highmem-60 .. 7.58 |================================== c3d-standard-30 . 7.13 |================================ c3d-standard-60 . 7.49 |================================= n2d-highmem-32 .. 9.59 |=========================================== n2d-highmem-64 .. 12.16 |====================================================== n2d-standard-32 . 9.55 |========================================== n2d-standard-64 . 11.93 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q19 Seconds < Lower Is Better c2d-highmem-32 .. 6.83 |============================== c2d-highmem-56 .. 7.80 |================================== c2d-standard-32 . 7.05 |=============================== c2d-standard-56 . 7.49 |================================= c3d-highmem-30 .. 6.32 |============================ c3d-highmem-60 .. 7.08 |=============================== c3d-standard-30 . 6.35 |============================ c3d-standard-60 . 6.91 |=============================== n2d-highmem-32 .. 8.62 |====================================== n2d-highmem-64 .. 12.22 |====================================================== n2d-standard-32 . 8.25 |==================================== n2d-standard-64 . 11.16 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q20 Seconds < Lower Is Better c2d-highmem-32 .. 2.42 |===================================== c2d-highmem-56 .. 2.49 |====================================== c2d-standard-32 . 2.46 |====================================== c2d-standard-56 . 2.46 |====================================== c3d-highmem-30 .. 2.33 |==================================== c3d-highmem-60 .. 2.36 |==================================== c3d-standard-30 . 2.21 |================================== c3d-standard-60 . 2.30 |=================================== n2d-highmem-32 .. 3.04 |=============================================== n2d-highmem-64 .. 3.58 |======================================================= n2d-standard-32 . 2.95 |============================================= n2d-standard-64 . 3.22 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q21 Seconds < Lower Is Better c2d-highmem-32 .. 5.67 |=================================== c2d-highmem-56 .. 6.18 |====================================== c2d-standard-32 . 5.65 |=================================== c2d-standard-56 . 6.16 |====================================== c3d-highmem-30 .. 4.96 |=============================== c3d-highmem-60 .. 5.56 |================================== c3d-standard-30 . 4.88 |============================== c3d-standard-60 . 5.60 |=================================== n2d-highmem-32 .. 6.72 |========================================== n2d-highmem-64 .. 8.87 |======================================================= n2d-standard-32 . 6.59 |========================================= n2d-standard-64 . 8.11 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q22 Seconds < Lower Is Better c2d-highmem-32 .. 12.85 |======================================== c2d-highmem-56 .. 10.66 |================================= c2d-standard-32 . 12.82 |======================================== c2d-standard-56 . 10.83 |================================== c3d-highmem-30 .. 13.12 |========================================= c3d-highmem-60 .. 10.15 |=============================== c3d-standard-30 . 12.80 |======================================== c3d-standard-60 . 10.08 |=============================== n2d-highmem-32 .. 17.45 |====================================================== n2d-highmem-64 .. 15.86 |================================================= n2d-standard-32 . 16.26 |================================================== n2d-standard-64 . 15.37 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q26 Seconds < Lower Is Better c2d-highmem-32 .. 5.72 |============================== c2d-highmem-56 .. 6.08 |=============================== c2d-standard-32 . 5.69 |============================= c2d-standard-56 . 6.09 |=============================== c3d-highmem-30 .. 5.18 |=========================== c3d-highmem-60 .. 6.07 |=============================== c3d-standard-30 . 5.29 |=========================== c3d-standard-60 . 6.00 |=============================== n2d-highmem-32 .. 6.90 |==================================== n2d-highmem-64 .. 9.82 |=================================================== n2d-standard-32 . 7.01 |==================================== n2d-standard-64 . 10.46 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q27 Seconds < Lower Is Better c2d-highmem-32 .. 7.16 |================================ c2d-highmem-56 .. 7.70 |================================== c2d-standard-32 . 7.38 |================================= c2d-standard-56 . 7.48 |================================= c3d-highmem-30 .. 6.80 |============================== c3d-highmem-60 .. 6.84 |============================== c3d-standard-30 . 6.87 |============================== c3d-standard-60 . 7.25 |================================ n2d-highmem-32 .. 8.88 |======================================= n2d-highmem-64 .. 11.38 |================================================== n2d-standard-32 . 9.11 |======================================== n2d-standard-64 . 12.26 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q28 Seconds < Lower Is Better c2d-highmem-32 .. 12.54 |============================= c2d-highmem-56 .. 13.09 |============================== c2d-standard-32 . 12.40 |============================ c2d-standard-56 . 13.29 |============================== c3d-highmem-30 .. 11.32 |========================== c3d-highmem-60 .. 12.42 |============================ c3d-standard-30 . 11.94 |=========================== c3d-standard-60 . 12.63 |============================= n2d-highmem-32 .. 15.57 |==================================== n2d-highmem-64 .. 22.55 |==================================================== n2d-standard-32 . 15.30 |=================================== n2d-standard-64 . 23.61 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q30 Seconds < Lower Is Better c2d-highmem-32 .. 7.22 |============================= c2d-highmem-56 .. 7.47 |============================== c2d-standard-32 . 7.14 |============================ c2d-standard-56 . 7.39 |============================= c3d-highmem-30 .. 6.31 |========================= c3d-highmem-60 .. 7.18 |============================ c3d-standard-30 . 6.52 |========================== c3d-standard-60 . 6.95 |============================ n2d-highmem-32 .. 9.29 |===================================== n2d-highmem-64 .. 13.62 |====================================================== n2d-standard-32 . 9.11 |==================================== n2d-standard-64 . 13.43 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q31 Seconds < Lower Is Better c2d-highmem-32 .. 11.93 |=========================== c2d-highmem-56 .. 12.61 |============================= c2d-standard-32 . 12.15 |=========================== c2d-standard-56 . 12.78 |============================= c3d-highmem-30 .. 10.61 |======================== c3d-highmem-60 .. 11.69 |========================== c3d-standard-30 . 10.87 |========================= c3d-standard-60 . 11.63 |========================== n2d-highmem-32 .. 14.77 |================================= n2d-highmem-64 .. 23.16 |==================================================== n2d-standard-32 . 14.80 |================================= n2d-standard-64 . 23.88 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q32 Seconds < Lower Is Better c2d-highmem-32 .. 5.09 |============================= c2d-highmem-56 .. 5.55 |================================ c2d-standard-32 . 5.04 |============================= c2d-standard-56 . 5.48 |=============================== c3d-highmem-30 .. 4.85 |============================ c3d-highmem-60 .. 5.58 |================================ c3d-standard-30 . 4.90 |============================ c3d-standard-60 . 5.66 |================================ n2d-highmem-32 .. 6.17 |=================================== n2d-highmem-64 .. 8.89 |=================================================== n2d-standard-32 . 6.26 |==================================== n2d-standard-64 . 9.60 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q33 Seconds < Lower Is Better c2d-highmem-32 .. 7.66 |============================= c2d-highmem-56 .. 8.26 |================================ c2d-standard-32 . 7.83 |============================== c2d-standard-56 . 8.05 |=============================== c3d-highmem-30 .. 6.68 |========================== c3d-highmem-60 .. 7.71 |============================== c3d-standard-30 . 6.88 |========================== c3d-standard-60 . 7.25 |============================ n2d-highmem-32 .. 9.53 |===================================== n2d-highmem-64 .. 13.17 |=================================================== n2d-standard-32 . 9.70 |===================================== n2d-standard-64 . 14.08 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q34 Seconds < Lower Is Better c2d-highmem-32 .. 7.14 |================================ c2d-highmem-56 .. 7.37 |================================= c2d-standard-32 . 7.12 |================================ c2d-standard-56 . 7.17 |================================ c3d-highmem-30 .. 6.37 |============================ c3d-highmem-60 .. 6.60 |============================= c3d-standard-30 . 6.70 |============================== c3d-standard-60 . 6.67 |============================== n2d-highmem-32 .. 8.95 |======================================== n2d-highmem-64 .. 11.34 |================================================== n2d-standard-32 . 8.80 |======================================= n2d-standard-64 . 12.15 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q35 Seconds < Lower Is Better c2d-highmem-32 .. 9.96 |============================== c2d-highmem-56 .. 10.73 |================================ c2d-standard-32 . 9.75 |============================= c2d-standard-56 . 10.04 |============================== c3d-highmem-30 .. 8.94 |=========================== c3d-highmem-60 .. 9.57 |============================= c3d-standard-30 . 9.48 |============================ c3d-standard-60 . 9.90 |============================== n2d-highmem-32 .. 12.57 |====================================== n2d-highmem-64 .. 17.94 |====================================================== n2d-standard-32 . 12.13 |==================================== n2d-standard-64 . 18.10 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q36 Seconds < Lower Is Better c2d-highmem-32 .. 6.60 |=================================== c2d-highmem-56 .. 6.54 |=================================== c2d-standard-32 . 6.61 |=================================== c2d-standard-56 . 6.48 |=================================== c3d-highmem-30 .. 5.67 |============================== c3d-highmem-60 .. 5.95 |================================ c3d-standard-30 . 5.94 |================================ c3d-standard-60 . 5.99 |================================ n2d-highmem-32 .. 7.99 |=========================================== n2d-highmem-64 .. 9.43 |================================================== n2d-standard-32 . 8.14 |============================================ n2d-standard-64 . 10.09 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q37 Seconds < Lower Is Better c2d-highmem-32 .. 6.65 |============================== c2d-highmem-56 .. 6.77 |============================== c2d-standard-32 . 6.58 |============================== c2d-standard-56 . 6.73 |============================== c3d-highmem-30 .. 6.10 |=========================== c3d-highmem-60 .. 6.81 |=============================== c3d-standard-30 . 6.41 |============================= c3d-standard-60 . 7.01 |================================ n2d-highmem-32 .. 8.11 |===================================== n2d-highmem-64 .. 11.86 |===================================================== n2d-standard-32 . 8.13 |===================================== n2d-standard-64 . 11.99 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q38 Seconds < Lower Is Better c2d-highmem-32 .. 13.82 |========================= c2d-highmem-56 .. 15.32 |============================ c2d-standard-32 . 14.10 |========================== c2d-standard-56 . 15.26 |============================ c3d-highmem-30 .. 12.87 |======================== c3d-highmem-60 .. 14.72 |=========================== c3d-standard-30 . 13.42 |========================= c3d-standard-60 . 15.23 |============================ n2d-highmem-32 .. 17.77 |================================= n2d-highmem-64 .. 28.71 |===================================================== n2d-standard-32 . 17.22 |================================ n2d-standard-64 . 29.43 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q39 Seconds < Lower Is Better c2d-highmem-32 .. 4.43 |============================= c2d-highmem-56 .. 4.20 |============================ c2d-standard-32 . 4.56 |============================== c2d-standard-56 . 4.11 |=========================== c3d-highmem-30 .. 4.15 |=========================== c3d-highmem-60 .. 4.01 |========================== c3d-standard-30 . 4.31 |============================ c3d-standard-60 . 3.95 |========================== n2d-highmem-32 .. 5.97 |======================================= n2d-highmem-64 .. 7.49 |================================================= n2d-standard-32 . 5.62 |===================================== n2d-standard-64 . 8.40 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q40 Seconds < Lower Is Better c2d-highmem-32 .. 12.18 |============================== c2d-highmem-56 .. 11.08 |============================ c2d-standard-32 . 11.72 |============================= c2d-standard-56 . 11.16 |============================ c3d-highmem-30 .. 11.12 |============================ c3d-highmem-60 .. 11.20 |============================ c3d-standard-30 . 11.20 |============================ c3d-standard-60 . 11.40 |============================ n2d-highmem-32 .. 14.83 |===================================== n2d-highmem-64 .. 19.20 |================================================ n2d-standard-32 . 14.59 |==================================== n2d-standard-64 . 21.75 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q41 Seconds < Lower Is Better c2d-highmem-32 .. 3.29 |===================================== c2d-highmem-56 .. 3.33 |===================================== c2d-standard-32 . 3.29 |===================================== c2d-standard-56 . 3.35 |===================================== c3d-highmem-30 .. 3.06 |================================== c3d-highmem-60 .. 3.13 |=================================== c3d-standard-30 . 3.03 |================================== c3d-standard-60 . 3.04 |================================== n2d-highmem-32 .. 4.11 |============================================== n2d-highmem-64 .. 4.71 |==================================================== n2d-standard-32 . 4.08 |============================================= n2d-standard-64 . 4.95 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q42 Seconds < Lower Is Better c2d-highmem-32 .. 4.50 |============================== c2d-highmem-56 .. 5.17 |=================================== c2d-standard-32 . 4.49 |============================== c2d-standard-56 . 4.49 |============================== c3d-highmem-30 .. 4.15 |============================ c3d-highmem-60 .. 4.20 |============================ c3d-standard-30 . 4.14 |============================ c3d-standard-60 . 4.45 |============================== n2d-highmem-32 .. 5.56 |===================================== n2d-highmem-64 .. 7.02 |=============================================== n2d-standard-32 . 5.38 |==================================== n2d-standard-64 . 8.24 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q43 Seconds < Lower Is Better c2d-highmem-32 .. 4.72 |=================================== c2d-highmem-56 .. 4.62 |================================== c2d-standard-32 . 4.66 |================================== c2d-standard-56 . 4.62 |================================== c3d-highmem-30 .. 4.38 |================================ c3d-highmem-60 .. 4.36 |================================ c3d-standard-30 . 4.39 |================================ c3d-standard-60 . 4.32 |================================ n2d-highmem-32 .. 5.88 |=========================================== n2d-highmem-64 .. 6.76 |================================================== n2d-standard-32 . 5.77 |========================================== n2d-standard-64 . 7.50 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q44 Seconds < Lower Is Better c2d-highmem-32 .. 3.02 |===================================== c2d-highmem-56 .. 3.00 |===================================== c2d-standard-32 . 2.97 |==================================== c2d-standard-56 . 3.00 |===================================== c3d-highmem-30 .. 2.73 |================================= c3d-highmem-60 .. 2.87 |=================================== c3d-standard-30 . 2.81 |================================== c3d-standard-60 . 2.83 |================================== n2d-highmem-32 .. 3.70 |============================================= n2d-highmem-64 .. 4.52 |======================================================= n2d-standard-32 . 3.82 |============================================== n2d-standard-64 . 4.52 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q45 Seconds < Lower Is Better c2d-highmem-32 .. 6.34 |===================================== c2d-highmem-56 .. 6.46 |====================================== c2d-standard-32 . 6.28 |===================================== c2d-standard-56 . 6.61 |======================================= c3d-highmem-30 .. 5.52 |================================= c3d-highmem-60 .. 5.74 |================================== c3d-standard-30 . 5.61 |================================= c3d-standard-60 . 6.07 |==================================== n2d-highmem-32 .. 7.59 |============================================= n2d-highmem-64 .. 9.31 |======================================================= n2d-standard-32 . 7.52 |============================================ n2d-standard-64 . 9.33 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q46 Seconds < Lower Is Better c2d-highmem-32 .. 7.87 |================================= c2d-highmem-56 .. 7.84 |================================ c2d-standard-32 . 7.85 |================================= c2d-standard-56 . 7.91 |================================= c3d-highmem-30 .. 7.08 |============================= c3d-highmem-60 .. 7.33 |============================== c3d-standard-30 . 7.40 |=============================== c3d-standard-60 . 7.32 |============================== n2d-highmem-32 .. 9.58 |======================================== n2d-highmem-64 .. 12.33 |=================================================== n2d-standard-32 . 9.77 |======================================== n2d-standard-64 . 13.03 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q47 Seconds < Lower Is Better c2d-highmem-32 .. 10.10 |============================= c2d-highmem-56 .. 10.59 |============================== c2d-standard-32 . 10.03 |============================= c2d-standard-56 . 10.56 |============================== c3d-highmem-30 .. 9.04 |========================== c3d-highmem-60 .. 9.91 |============================ c3d-standard-30 . 9.57 |=========================== c3d-standard-60 . 9.73 |============================ n2d-highmem-32 .. 12.35 |=================================== n2d-highmem-64 .. 17.62 |================================================== n2d-standard-32 . 12.77 |==================================== n2d-standard-64 . 18.91 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q48 Seconds < Lower Is Better c2d-highmem-32 .. 5.71 |===================================== c2d-highmem-56 .. 5.90 |====================================== c2d-standard-32 . 5.85 |====================================== c2d-standard-56 . 5.73 |===================================== c3d-highmem-30 .. 5.63 |==================================== c3d-highmem-60 .. 5.46 |=================================== c3d-standard-30 . 5.33 |================================== c3d-standard-60 . 5.34 |=================================== n2d-highmem-32 .. 7.08 |============================================== n2d-highmem-64 .. 8.20 |===================================================== n2d-standard-32 . 7.20 |=============================================== n2d-standard-64 . 8.50 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q49 Seconds < Lower Is Better c2d-highmem-32 .. 11.97 |========================== c2d-highmem-56 .. 12.77 |============================ c2d-standard-32 . 11.97 |========================== c2d-standard-56 . 12.91 |============================ c3d-highmem-30 .. 10.97 |======================== c3d-highmem-60 .. 12.84 |============================ c3d-standard-30 . 11.41 |========================= c3d-standard-60 . 12.82 |============================ n2d-highmem-32 .. 15.10 |================================= n2d-highmem-64 .. 24.61 |===================================================== n2d-standard-32 . 15.11 |================================= n2d-standard-64 . 24.93 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q51 Seconds < Lower Is Better c2d-highmem-32 .. 16.37 |========================= c2d-highmem-56 .. 18.84 |============================= c2d-standard-32 . 16.58 |========================= c2d-standard-56 . 18.72 |============================ c3d-highmem-30 .. 16.08 |======================== c3d-highmem-60 .. 17.58 |=========================== c3d-standard-30 . 16.59 |========================= c3d-standard-60 . 17.47 |========================== n2d-highmem-32 .. 20.62 |=============================== n2d-highmem-64 .. 33.21 |================================================== n2d-standard-32 . 20.71 |=============================== n2d-standard-64 . 35.65 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q52 Seconds < Lower Is Better c2d-highmem-32 .. 5.11 |================================ c2d-highmem-56 .. 5.52 |=================================== c2d-standard-32 . 5.20 |================================= c2d-standard-56 . 5.50 |================================== c3d-highmem-30 .. 4.75 |============================== c3d-highmem-60 .. 5.35 |================================= c3d-standard-30 . 4.89 |=============================== c3d-standard-60 . 5.34 |================================= n2d-highmem-32 .. 6.17 |======================================= n2d-highmem-64 .. 8.79 |======================================================= n2d-standard-32 . 6.35 |======================================== n2d-standard-64 . 8.34 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q53 Seconds < Lower Is Better c2d-highmem-32 .. 5.14 |=================================== c2d-highmem-56 .. 5.51 |====================================== c2d-standard-32 . 5.11 |=================================== c2d-standard-56 . 5.16 |==================================== c3d-highmem-30 .. 4.63 |================================ c3d-highmem-60 .. 4.83 |================================= c3d-standard-30 . 4.61 |================================ c3d-standard-60 . 5.00 |================================== n2d-highmem-32 .. 6.16 |========================================== n2d-highmem-64 .. 7.60 |==================================================== n2d-standard-32 . 6.44 |============================================ n2d-standard-64 . 7.99 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q54 Seconds < Lower Is Better c2d-highmem-32 .. 9.99 |===================================== c2d-highmem-56 .. 9.18 |================================== c2d-standard-32 . 10.09 |===================================== c2d-standard-56 . 9.11 |================================== c3d-highmem-30 .. 9.43 |=================================== c3d-highmem-60 .. 8.83 |================================= c3d-standard-30 . 9.46 |=================================== c3d-standard-60 . 8.71 |================================ n2d-highmem-32 .. 12.15 |============================================= n2d-highmem-64 .. 14.41 |===================================================== n2d-standard-32 . 12.48 |============================================== n2d-standard-64 . 14.57 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q55 Seconds < Lower Is Better c2d-highmem-32 .. 4.93 |=================================== c2d-highmem-56 .. 4.90 |================================== c2d-standard-32 . 4.78 |================================== c2d-standard-56 . 5.10 |==================================== c3d-highmem-30 .. 4.70 |================================= c3d-highmem-60 .. 4.79 |================================== c3d-standard-30 . 4.49 |=============================== c3d-standard-60 . 4.90 |================================== n2d-highmem-32 .. 5.73 |======================================== n2d-highmem-64 .. 7.84 |======================================================= n2d-standard-32 . 5.99 |========================================== n2d-standard-64 . 7.49 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q56 Seconds < Lower Is Better c2d-highmem-32 .. 6.69 |================================= c2d-highmem-56 .. 6.89 |================================= c2d-standard-32 . 6.77 |================================= c2d-standard-56 . 6.62 |================================ c3d-highmem-30 .. 5.98 |============================= c3d-highmem-60 .. 6.44 |=============================== c3d-standard-30 . 6.02 |============================= c3d-standard-60 . 6.28 |=============================== n2d-highmem-32 .. 7.93 |======================================= n2d-highmem-64 .. 11.00 |===================================================== n2d-standard-32 . 8.19 |======================================== n2d-standard-64 . 11.11 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q57 Seconds < Lower Is Better c2d-highmem-32 .. 8.34 |===================================== c2d-highmem-56 .. 8.39 |===================================== c2d-standard-32 . 7.81 |=================================== c2d-standard-56 . 8.00 |=================================== c3d-highmem-30 .. 7.10 |=============================== c3d-highmem-60 .. 7.25 |================================ c3d-standard-30 . 7.21 |================================ c3d-standard-60 . 7.36 |================================= n2d-highmem-32 .. 9.61 |=========================================== n2d-highmem-64 .. 11.76 |==================================================== n2d-standard-32 . 9.84 |============================================ n2d-standard-64 . 12.20 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q58 Seconds < Lower Is Better c2d-highmem-32 .. 7.95 |============================= c2d-highmem-56 .. 8.37 |=============================== c2d-standard-32 . 7.76 |============================= c2d-standard-56 . 8.30 |=============================== c3d-highmem-30 .. 7.43 |=========================== c3d-highmem-60 .. 8.14 |============================== c3d-standard-30 . 7.33 |=========================== c3d-standard-60 . 7.60 |============================ n2d-highmem-32 .. 9.71 |==================================== n2d-highmem-64 .. 14.01 |==================================================== n2d-standard-32 . 10.13 |===================================== n2d-standard-64 . 14.66 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q59 Seconds < Lower Is Better c2d-highmem-32 .. 7.48 |================================== c2d-highmem-56 .. 7.80 |=================================== c2d-standard-32 . 7.36 |================================= c2d-standard-56 . 7.69 |=================================== c3d-highmem-30 .. 6.80 |=============================== c3d-highmem-60 .. 7.29 |================================= c3d-standard-30 . 6.89 |=============================== c3d-standard-60 . 7.17 |================================ n2d-highmem-32 .. 8.95 |======================================== n2d-highmem-64 .. 11.85 |===================================================== n2d-standard-32 . 9.22 |========================================== n2d-standard-64 . 11.97 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q60 Seconds < Lower Is Better c2d-highmem-32 .. 7.88 |=========================== c2d-highmem-56 .. 9.25 |=============================== c2d-standard-32 . 7.88 |=========================== c2d-standard-56 . 9.27 |=============================== c3d-highmem-30 .. 7.12 |======================== c3d-highmem-60 .. 8.76 |============================= c3d-standard-30 . 7.66 |========================== c3d-standard-60 . 8.52 |============================= n2d-highmem-32 .. 9.32 |=============================== n2d-highmem-64 .. 15.14 |=================================================== n2d-standard-32 . 10.02 |================================== n2d-standard-64 . 16.04 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q61 Seconds < Lower Is Better c2d-highmem-32 .. 3.20 |==================================== c2d-highmem-56 .. 3.30 |===================================== c2d-standard-32 . 3.24 |==================================== c2d-standard-56 . 3.25 |==================================== c3d-highmem-30 .. 2.85 |================================ c3d-highmem-60 .. 3.06 |================================== c3d-standard-30 . 2.91 |================================= c3d-standard-60 . 3.02 |================================== n2d-highmem-32 .. 3.85 |=========================================== n2d-highmem-64 .. 4.92 |======================================================= n2d-standard-32 . 4.05 |============================================= n2d-standard-64 . 4.67 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q62 Seconds < Lower Is Better c2d-highmem-32 .. 5.14 |================================== c2d-highmem-56 .. 5.63 |===================================== c2d-standard-32 . 5.34 |=================================== c2d-standard-56 . 5.43 |==================================== c3d-highmem-30 .. 4.52 |============================== c3d-highmem-60 .. 5.05 |================================= c3d-standard-30 . 4.51 |============================== c3d-standard-60 . 5.10 |================================= n2d-highmem-32 .. 6.01 |======================================= n2d-highmem-64 .. 8.27 |====================================================== n2d-standard-32 . 6.36 |========================================== n2d-standard-64 . 8.40 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q63 Seconds < Lower Is Better c2d-highmem-32 .. 5.19 |=================================== c2d-highmem-56 .. 5.25 |==================================== c2d-standard-32 . 5.12 |=================================== c2d-standard-56 . 5.36 |===================================== c3d-highmem-30 .. 4.89 |================================= c3d-highmem-60 .. 5.07 |=================================== c3d-standard-30 . 4.75 |================================ c3d-standard-60 . 4.74 |================================ n2d-highmem-32 .. 6.18 |========================================== n2d-highmem-64 .. 8.05 |======================================================= n2d-standard-32 . 6.45 |============================================ n2d-standard-64 . 7.62 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q65 Seconds < Lower Is Better c2d-highmem-32 .. 10.86 |=========================== c2d-highmem-56 .. 12.63 |=============================== c2d-standard-32 . 10.93 |=========================== c2d-standard-56 . 12.34 |============================== c3d-highmem-30 .. 10.18 |========================= c3d-highmem-60 .. 11.89 |============================= c3d-standard-30 . 10.31 |========================= c3d-standard-60 . 11.98 |============================= n2d-highmem-32 .. 13.42 |================================= n2d-highmem-64 .. 21.42 |==================================================== n2d-standard-32 . 13.51 |================================= n2d-standard-64 . 22.10 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q66 Seconds < Lower Is Better c2d-highmem-32 .. 7.12 |=================================== c2d-highmem-56 .. 7.04 |=================================== c2d-standard-32 . 7.15 |=================================== c2d-standard-56 . 7.11 |=================================== c3d-highmem-30 .. 6.33 |=============================== c3d-highmem-60 .. 6.86 |================================== c3d-standard-30 . 6.79 |================================= c3d-standard-60 . 7.22 |==================================== n2d-highmem-32 .. 8.96 |============================================ n2d-highmem-64 .. 10.74 |===================================================== n2d-standard-32 . 8.83 |=========================================== n2d-standard-64 . 10.97 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q68 Seconds < Lower Is Better c2d-highmem-32 .. 7.54 |================================= c2d-highmem-56 .. 7.75 |================================== c2d-standard-32 . 7.66 |================================== c2d-standard-56 . 7.50 |================================= c3d-highmem-30 .. 6.98 |=============================== c3d-highmem-60 .. 7.07 |=============================== c3d-standard-30 . 7.25 |================================ c3d-standard-60 . 7.08 |=============================== n2d-highmem-32 .. 9.19 |======================================== n2d-highmem-64 .. 12.14 |===================================================== n2d-standard-32 . 9.48 |========================================== n2d-standard-64 . 12.29 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q69 Seconds < Lower Is Better c2d-highmem-32 .. 8.55 |============================== c2d-highmem-56 .. 9.32 |================================ c2d-standard-32 . 8.45 |============================= c2d-standard-56 . 8.96 |=============================== c3d-highmem-30 .. 7.61 |========================== c3d-highmem-60 .. 8.46 |============================= c3d-standard-30 . 8.21 |============================ c3d-standard-60 . 8.20 |============================ n2d-highmem-32 .. 10.29 |==================================== n2d-highmem-64 .. 15.47 |===================================================== n2d-standard-32 . 10.83 |===================================== n2d-standard-64 . 15.62 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q70 Seconds < Lower Is Better c2d-highmem-32 .. 6.34 |====================================== c2d-highmem-56 .. 6.32 |===================================== c2d-standard-32 . 6.39 |====================================== c2d-standard-56 . 6.24 |===================================== c3d-highmem-30 .. 5.89 |=================================== c3d-highmem-60 .. 5.79 |================================== c3d-standard-30 . 5.95 |=================================== c3d-standard-60 . 5.79 |================================== n2d-highmem-32 .. 7.59 |============================================= n2d-highmem-64 .. 9.18 |====================================================== n2d-standard-32 . 7.93 |=============================================== n2d-standard-64 . 9.28 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q71 Seconds < Lower Is Better c2d-highmem-32 .. 6.85 |================================= c2d-highmem-56 .. 7.19 |================================== c2d-standard-32 . 6.91 |================================= c2d-standard-56 . 7.10 |================================== c3d-highmem-30 .. 6.43 |=============================== c3d-highmem-60 .. 6.83 |================================ c3d-standard-30 . 6.50 |=============================== c3d-standard-60 . 6.80 |================================ n2d-highmem-32 .. 8.39 |======================================== n2d-highmem-64 .. 11.21 |===================================================== n2d-standard-32 . 8.70 |========================================= n2d-standard-64 . 11.38 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q73 Seconds < Lower Is Better c2d-highmem-32 .. 6.68 |=============================== c2d-highmem-56 .. 7.70 |=================================== c2d-standard-32 . 6.78 |=============================== c2d-standard-56 . 7.01 |================================ c3d-highmem-30 .. 6.62 |============================== c3d-highmem-60 .. 6.54 |============================== c3d-standard-30 . 6.15 |============================ c3d-standard-60 . 6.31 |============================= n2d-highmem-32 .. 8.46 |======================================= n2d-highmem-64 .. 10.69 |================================================= n2d-standard-32 . 8.65 |======================================== n2d-standard-64 . 11.76 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q75 Seconds < Lower Is Better c2d-highmem-32 .. 18.42 |======================== c2d-highmem-56 .. 22.02 |============================ c2d-standard-32 . 18.60 |======================== c2d-standard-56 . 21.44 |============================ c3d-highmem-30 .. 16.78 |====================== c3d-highmem-60 .. 21.13 |=========================== c3d-standard-30 . 18.55 |======================== c3d-standard-60 . 21.27 |=========================== n2d-highmem-32 .. 23.02 |============================== n2d-highmem-64 .. 41.35 |===================================================== n2d-standard-32 . 22.81 |============================= n2d-standard-64 . 41.99 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q76 Seconds < Lower Is Better c2d-highmem-32 .. 6.98 |================================ c2d-highmem-56 .. 7.48 |================================== c2d-standard-32 . 7.09 |================================ c2d-standard-56 . 7.56 |=================================== c3d-highmem-30 .. 6.58 |============================== c3d-highmem-60 .. 6.79 |=============================== c3d-standard-30 . 6.66 |=============================== c3d-standard-60 . 6.80 |=============================== n2d-highmem-32 .. 8.17 |===================================== n2d-highmem-64 .. 11.25 |==================================================== n2d-standard-32 . 8.48 |======================================= n2d-standard-64 . 11.79 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q77 Seconds < Lower Is Better c2d-highmem-32 .. 8.29 |============================= c2d-highmem-56 .. 9.10 |================================ c2d-standard-32 . 8.10 |============================ c2d-standard-56 . 9.13 |================================ c3d-highmem-30 .. 7.21 |========================= c3d-highmem-60 .. 8.71 |============================== c3d-standard-30 . 7.45 |========================== c3d-standard-60 . 8.75 |=============================== n2d-highmem-32 .. 9.90 |=================================== n2d-highmem-64 .. 14.60 |=================================================== n2d-standard-32 . 10.11 |=================================== n2d-standard-64 . 15.44 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q79 Seconds < Lower Is Better c2d-highmem-32 .. 7.90 |=================================== c2d-highmem-56 .. 7.75 |================================== c2d-standard-32 . 7.95 |=================================== c2d-standard-56 . 7.65 |================================= c3d-highmem-30 .. 7.30 |================================ c3d-highmem-60 .. 7.13 |=============================== c3d-standard-30 . 7.43 |================================= c3d-standard-60 . 7.40 |================================ n2d-highmem-32 .. 9.62 |========================================== n2d-highmem-64 .. 11.98 |==================================================== n2d-standard-32 . 9.62 |========================================== n2d-standard-64 . 12.34 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q81 Seconds < Lower Is Better c2d-highmem-32 .. 6.95 |================================= c2d-highmem-56 .. 7.38 |=================================== c2d-standard-32 . 6.79 |================================ c2d-standard-56 . 7.19 |================================== c3d-highmem-30 .. 6.35 |============================== c3d-highmem-60 .. 6.54 |=============================== c3d-standard-30 . 6.33 |============================== c3d-standard-60 . 6.89 |================================= n2d-highmem-32 .. 8.48 |======================================== n2d-highmem-64 .. 10.93 |==================================================== n2d-standard-32 . 8.59 |========================================= n2d-standard-64 . 11.40 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q82 Seconds < Lower Is Better c2d-highmem-32 .. 9.75 |======================================= c2d-highmem-56 .. 8.71 |=================================== c2d-standard-32 . 9.42 |===================================== c2d-standard-56 . 8.47 |================================== c3d-highmem-30 .. 8.83 |=================================== c3d-highmem-60 .. 8.23 |================================= c3d-standard-30 . 8.98 |==================================== c3d-standard-60 . 7.80 |=============================== n2d-highmem-32 .. 12.15 |================================================ n2d-highmem-64 .. 13.11 |==================================================== n2d-standard-32 . 12.03 |================================================ n2d-standard-64 . 13.57 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q83 Seconds < Lower Is Better c2d-highmem-32 .. 5.89 |=============================== c2d-highmem-56 .. 6.69 |=================================== c2d-standard-32 . 5.81 |============================== c2d-standard-56 . 6.50 |================================== c3d-highmem-30 .. 5.42 |============================ c3d-highmem-60 .. 6.14 |================================ c3d-standard-30 . 5.30 |============================ c3d-standard-60 . 5.91 |=============================== n2d-highmem-32 .. 7.46 |======================================= n2d-highmem-64 .. 10.04 |===================================================== n2d-standard-32 . 7.41 |======================================= n2d-standard-64 . 10.32 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q84 Seconds < Lower Is Better c2d-highmem-32 .. 5.52 |============================== c2d-highmem-56 .. 6.06 |================================= c2d-standard-32 . 5.48 |============================== c2d-standard-56 . 6.05 |================================= c3d-highmem-30 .. 5.11 |============================ c3d-highmem-60 .. 5.75 |================================ c3d-standard-30 . 5.04 |============================ c3d-standard-60 . 5.74 |================================ n2d-highmem-32 .. 6.83 |====================================== n2d-highmem-64 .. 9.49 |==================================================== n2d-standard-32 . 6.78 |===================================== n2d-standard-64 . 9.98 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q85 Seconds < Lower Is Better c2d-highmem-32 .. 8.68 |=============================== c2d-highmem-56 .. 9.37 |================================= c2d-standard-32 . 8.83 |=============================== c2d-standard-56 . 9.28 |================================= c3d-highmem-30 .. 7.70 |=========================== c3d-highmem-60 .. 8.92 |=============================== c3d-standard-30 . 7.94 |============================ c3d-standard-60 . 8.90 |=============================== n2d-highmem-32 .. 10.77 |====================================== n2d-highmem-64 .. 14.94 |===================================================== n2d-standard-32 . 10.63 |===================================== n2d-standard-64 . 15.34 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q86 Seconds < Lower Is Better c2d-highmem-32 .. 4.87 |=================================== c2d-highmem-56 .. 4.96 |==================================== c2d-standard-32 . 5.01 |==================================== c2d-standard-56 . 5.25 |====================================== c3d-highmem-30 .. 4.72 |================================== c3d-highmem-60 .. 4.61 |================================= c3d-standard-30 . 4.96 |==================================== c3d-standard-60 . 4.87 |=================================== n2d-highmem-32 .. 6.21 |============================================= n2d-highmem-64 .. 7.57 |======================================================= n2d-standard-32 . 6.33 |============================================== n2d-standard-64 . 7.00 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q87 Seconds < Lower Is Better c2d-highmem-32 .. 14.42 |=========================== c2d-highmem-56 .. 15.28 |============================= c2d-standard-32 . 13.95 |=========================== c2d-standard-56 . 15.14 |============================= c3d-highmem-30 .. 13.16 |========================= c3d-highmem-60 .. 14.86 |============================ c3d-standard-30 . 13.56 |========================== c3d-standard-60 . 15.14 |============================= n2d-highmem-32 .. 17.89 |================================== n2d-highmem-64 .. 28.24 |====================================================== n2d-standard-32 . 17.61 |================================== n2d-standard-64 . 28.32 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q88 Seconds < Lower Is Better c2d-highmem-32 .. 8.98 |======================================= c2d-highmem-56 .. 8.51 |===================================== c2d-standard-32 . 8.54 |===================================== c2d-standard-56 . 8.60 |====================================== c3d-highmem-30 .. 7.91 |=================================== c3d-highmem-60 .. 7.15 |=============================== c3d-standard-30 . 8.23 |==================================== c3d-standard-60 . 7.20 |================================ n2d-highmem-32 .. 10.37 |============================================= n2d-highmem-64 .. 11.69 |=================================================== n2d-standard-32 . 10.81 |=============================================== n2d-standard-64 . 12.34 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q89 Seconds < Lower Is Better c2d-highmem-32 .. 6.21 |===================================== c2d-highmem-56 .. 6.22 |===================================== c2d-standard-32 . 6.27 |===================================== c2d-standard-56 . 6.14 |==================================== c3d-highmem-30 .. 5.56 |================================= c3d-highmem-60 .. 5.70 |================================== c3d-standard-30 . 5.63 |================================= c3d-standard-60 . 5.92 |=================================== n2d-highmem-32 .. 7.59 |============================================= n2d-highmem-64 .. 9.04 |====================================================== n2d-standard-32 . 7.50 |============================================ n2d-standard-64 . 9.27 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q90 Seconds < Lower Is Better c2d-highmem-32 .. 4.25 |======================================= c2d-highmem-56 .. 4.46 |========================================= c2d-standard-32 . 4.10 |===================================== c2d-standard-56 . 4.35 |======================================== c3d-highmem-30 .. 3.43 |=============================== c3d-highmem-60 .. 3.84 |=================================== c3d-standard-30 . 4.21 |====================================== c3d-standard-60 . 3.66 |================================= n2d-highmem-32 .. 4.98 |============================================= n2d-highmem-64 .. 5.66 |==================================================== n2d-standard-32 . 5.02 |============================================== n2d-standard-64 . 6.03 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q91 Seconds < Lower Is Better c2d-highmem-32 .. 4.99 |================================= c2d-highmem-56 .. 5.46 |==================================== c2d-standard-32 . 5.06 |================================= c2d-standard-56 . 5.40 |==================================== c3d-highmem-30 .. 4.65 |=============================== c3d-highmem-60 .. 5.07 |================================= c3d-standard-30 . 4.65 |=============================== c3d-standard-60 . 4.91 |================================ n2d-highmem-32 .. 6.22 |========================================= n2d-highmem-64 .. 7.91 |==================================================== n2d-standard-32 . 6.25 |========================================= n2d-standard-64 . 8.34 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q92 Seconds < Lower Is Better c2d-highmem-32 .. 5.36 |=============================== c2d-highmem-56 .. 5.90 |================================== c2d-standard-32 . 5.45 |================================ c2d-standard-56 . 6.00 |=================================== c3d-highmem-30 .. 5.05 |============================= c3d-highmem-60 .. 5.55 |================================ c3d-standard-30 . 4.81 |============================ c3d-standard-60 . 5.59 |================================ n2d-highmem-32 .. 6.74 |======================================= n2d-highmem-64 .. 9.04 |==================================================== n2d-standard-32 . 6.82 |======================================= n2d-standard-64 . 9.51 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q94 Seconds < Lower Is Better c2d-highmem-32 .. 6.45 |============================= c2d-highmem-56 .. 6.79 |============================== c2d-standard-32 . 6.44 |============================= c2d-standard-56 . 6.71 |============================== c3d-highmem-30 .. 6.00 |=========================== c3d-highmem-60 .. 6.60 |============================= c3d-standard-30 . 6.27 |============================ c3d-standard-60 . 6.46 |============================= n2d-highmem-32 .. 8.19 |==================================== n2d-highmem-64 .. 11.61 |==================================================== n2d-standard-32 . 7.92 |=================================== n2d-standard-64 . 12.16 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q95 Seconds < Lower Is Better c2d-highmem-32 .. 6.43 |============================== c2d-highmem-56 .. 6.85 |================================ c2d-standard-32 . 6.34 |============================= c2d-standard-56 . 6.79 |=============================== c3d-highmem-30 .. 6.04 |============================ c3d-highmem-60 .. 6.56 |============================== c3d-standard-30 . 6.25 |============================= c3d-standard-60 . 6.62 |=============================== n2d-highmem-32 .. 8.17 |====================================== n2d-highmem-64 .. 11.18 |==================================================== n2d-standard-32 . 7.94 |===================================== n2d-standard-64 . 11.71 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q96 Seconds < Lower Is Better c2d-highmem-32 .. 3.64 |======================================== c2d-highmem-56 .. 3.59 |======================================= c2d-standard-32 . 3.63 |======================================== c2d-standard-56 . 3.70 |========================================= c3d-highmem-30 .. 3.33 |==================================== c3d-highmem-60 .. 3.39 |===================================== c3d-standard-30 . 3.44 |====================================== c3d-standard-60 . 3.36 |===================================== n2d-highmem-32 .. 4.43 |================================================= n2d-highmem-64 .. 5.02 |======================================================= n2d-standard-32 . 4.37 |================================================ n2d-standard-64 . 4.94 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q97 Seconds < Lower Is Better c2d-highmem-32 .. 13.54 |=================================== c2d-highmem-56 .. 11.58 |============================== c2d-standard-32 . 13.41 |=================================== c2d-standard-56 . 11.74 |=============================== c3d-highmem-30 .. 12.55 |================================= c3d-highmem-60 .. 11.65 |============================== c3d-standard-30 . 12.90 |================================== c3d-standard-60 . 12.21 |================================ n2d-highmem-32 .. 17.90 |=============================================== n2d-highmem-64 .. 20.33 |===================================================== n2d-standard-32 . 17.27 |============================================= n2d-standard-64 . 20.72 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q98 Seconds < Lower Is Better c2d-highmem-32 .. 2.43 |=================================== c2d-highmem-56 .. 2.44 |==================================== c2d-standard-32 . 2.43 |=================================== c2d-standard-56 . 2.45 |==================================== c3d-highmem-30 .. 2.23 |================================= c3d-highmem-60 .. 2.33 |================================== c3d-standard-30 . 2.25 |================================= c3d-standard-60 . 2.31 |================================== n2d-highmem-32 .. 3.05 |============================================ n2d-highmem-64 .. 3.34 |================================================= n2d-standard-32 . 2.99 |============================================ n2d-standard-64 . 3.77 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q99 Seconds < Lower Is Better c2d-highmem-32 .. 5.08 |=================================== c2d-highmem-56 .. 5.13 |=================================== c2d-standard-32 . 5.22 |=================================== c2d-standard-56 . 5.24 |==================================== c3d-highmem-30 .. 4.82 |================================= c3d-highmem-60 .. 4.96 |================================== c3d-standard-30 . 4.84 |================================= c3d-standard-60 . 5.33 |==================================== n2d-highmem-32 .. 6.58 |============================================= n2d-highmem-64 .. 8.09 |======================================================= n2d-standard-32 . 6.15 |========================================== n2d-standard-64 . 7.90 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q64 Seconds < Lower Is Better c2d-highmem-32 .. 38.65 |==================================== c2d-highmem-56 .. 33.95 |=============================== c2d-standard-32 . 38.82 |==================================== c2d-standard-56 . 34.40 |================================ c3d-highmem-30 .. 37.09 |================================== c3d-highmem-60 .. 33.42 |=============================== c3d-standard-30 . 37.50 |=================================== c3d-standard-60 . 35.87 |================================= n2d-highmem-32 .. 46.68 |=========================================== n2d-highmem-64 .. 58.23 |====================================================== n2d-standard-32 . 47.67 |============================================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q02 Seconds < Lower Is Better c2d-highmem-32 .. 88.47 |===================================================== c2d-highmem-56 .. 77.54 |============================================== c2d-standard-32 . 90.91 |====================================================== c2d-standard-56 . 80.56 |================================================ c3d-highmem-30 .. 61.26 |==================================== c3d-highmem-60 .. 50.26 |============================== c3d-standard-30 . 61.75 |===================================== c3d-standard-60 . 51.61 |=============================== n2d-highmem-32 .. 69.12 |========================================= n2d-highmem-64 .. 69.38 |========================================= n2d-standard-32 . 71.26 |========================================== n2d-standard-64 . 67.18 |======================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q03 Seconds < Lower Is Better c2d-highmem-32 .. 143.58 |===================================================== c2d-highmem-56 .. 144.12 |===================================================== c2d-standard-32 . 143.81 |===================================================== c2d-standard-56 . 144.18 |===================================================== c3d-highmem-30 .. 75.88 |============================ c3d-highmem-60 .. 76.79 |============================ c3d-standard-30 . 76.64 |============================ c3d-standard-60 . 76.75 |============================ n2d-highmem-32 .. 78.38 |============================= n2d-highmem-64 .. 100.44 |===================================== n2d-standard-32 . 78.89 |============================= n2d-standard-64 . 98.80 |==================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q06 Seconds < Lower Is Better c2d-highmem-32 .. 85.71 |================================ c2d-highmem-56 .. 77.61 |============================= c2d-standard-32 . 92.80 |=================================== c2d-standard-56 . 92.79 |=================================== c3d-highmem-30 .. 83.61 |=============================== c3d-highmem-60 .. 79.73 |============================== c3d-standard-30 . 84.80 |================================ c3d-standard-60 . 79.98 |============================== n2d-highmem-32 .. 101.89 |====================================== n2d-highmem-64 .. 139.27 |==================================================== n2d-standard-32 . 108.48 |========================================= n2d-standard-64 . 140.89 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q07 Seconds < Lower Is Better c2d-highmem-32 .. 178.82 |===================================================== c2d-highmem-56 .. 132.57 |======================================= c2d-standard-32 . 177.42 |===================================================== c2d-standard-56 . 137.66 |========================================= c3d-highmem-30 .. 100.15 |============================== c3d-highmem-60 .. 86.01 |========================= c3d-standard-30 . 105.69 |=============================== c3d-standard-60 . 82.12 |======================== n2d-highmem-32 .. 113.72 |================================== n2d-highmem-64 .. 147.62 |============================================ n2d-standard-32 . 118.01 |=================================== n2d-standard-64 . 143.87 |=========================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q08 Seconds < Lower Is Better c2d-highmem-32 .. 86.47 |================================================== c2d-highmem-56 .. 84.63 |================================================= c2d-standard-32 . 92.53 |====================================================== c2d-standard-56 . 82.99 |================================================ c3d-highmem-30 .. 49.30 |============================= c3d-highmem-60 .. 48.86 |============================= c3d-standard-30 . 47.60 |============================ c3d-standard-60 . 47.65 |============================ n2d-highmem-32 .. 51.45 |============================== n2d-highmem-64 .. 56.41 |================================= n2d-standard-32 . 52.91 |=============================== n2d-standard-64 . 58.27 |================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q09 Seconds < Lower Is Better c2d-highmem-32 .. 318.45 |================================================ c2d-highmem-56 .. 71.69 |=========== c2d-standard-32 . 349.11 |===================================================== c2d-standard-56 . 82.92 |============= c3d-highmem-30 .. 201.53 |=============================== c3d-highmem-60 .. 63.28 |========== c3d-standard-30 . 114.36 |================= c3d-standard-60 . 65.92 |========== n2d-highmem-32 .. 146.60 |====================== n2d-highmem-64 .. 93.37 |============== n2d-standard-32 . 168.83 |========================== n2d-standard-64 . 85.21 |============= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q12 Seconds < Lower Is Better c2d-highmem-32 .. 3.16 |====================================== c2d-highmem-56 .. 3.17 |====================================== c2d-standard-32 . 3.18 |====================================== c2d-standard-56 . 3.40 |========================================= c3d-highmem-30 .. 3.01 |==================================== c3d-highmem-60 .. 2.96 |=================================== c3d-standard-30 . 2.89 |=================================== c3d-standard-60 . 3.20 |====================================== n2d-highmem-32 .. 3.68 |============================================ n2d-highmem-64 .. 4.43 |===================================================== n2d-standard-32 . 4.20 |================================================== n2d-standard-64 . 4.59 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q13 Seconds < Lower Is Better c2d-highmem-32 .. 142.50 |========================== c2d-highmem-56 .. 120.76 |====================== c2d-standard-32 . 292.54 |===================================================== c2d-standard-56 . 232.57 |========================================== c3d-highmem-30 .. 115.66 |===================== c3d-highmem-60 .. 82.23 |=============== c3d-standard-30 . 158.79 |============================= c3d-standard-60 . 115.49 |===================== n2d-highmem-32 .. 116.89 |===================== n2d-highmem-64 .. 148.14 |=========================== n2d-standard-32 . 156.27 |============================ n2d-standard-64 . 154.32 |============================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q19 Seconds < Lower Is Better c2d-highmem-32 .. 93.56 |============================== c2d-highmem-56 .. 88.63 |============================ c2d-standard-32 . 164.98 |===================================================== c2d-standard-56 . 99.11 |================================ c3d-highmem-30 .. 89.00 |============================= c3d-highmem-60 .. 75.22 |======================== c3d-standard-30 . 94.94 |============================== c3d-standard-60 . 82.35 |========================== n2d-highmem-32 .. 110.03 |=================================== n2d-highmem-64 .. 145.56 |=============================================== n2d-standard-32 . 119.34 |====================================== n2d-standard-64 . 141.84 |============================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q20 Seconds < Lower Is Better c2d-highmem-32 .. 3.45 |====================================== c2d-highmem-56 .. 3.40 |====================================== c2d-standard-32 . 3.57 |======================================== c2d-standard-56 . 3.41 |====================================== c3d-highmem-30 .. 3.11 |=================================== c3d-highmem-60 .. 3.19 |==================================== c3d-standard-30 . 3.16 |=================================== c3d-standard-60 . 3.30 |===================================== n2d-highmem-32 .. 4.05 |============================================= n2d-highmem-64 .. 4.93 |======================================================= n2d-standard-32 . 4.48 |================================================== n2d-standard-64 . 4.54 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q21 Seconds < Lower Is Better c2d-highmem-32 .. 13.58 |====================================================== c2d-highmem-56 .. 13.49 |====================================================== c2d-standard-32 . 13.08 |==================================================== c2d-standard-56 . 13.55 |====================================================== c3d-highmem-30 .. 9.63 |====================================== c3d-highmem-60 .. 9.30 |===================================== c3d-standard-30 . 9.39 |===================================== c3d-standard-60 . 9.44 |====================================== n2d-highmem-32 .. 11.58 |============================================== n2d-highmem-64 .. 13.22 |===================================================== n2d-standard-32 . 13.23 |===================================================== n2d-standard-64 . 12.61 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q26 Seconds < Lower Is Better c2d-highmem-32 .. 77.46 |========================================== c2d-highmem-56 .. 44.48 |======================== c2d-standard-32 . 98.76 |====================================================== c2d-standard-56 . 72.34 |======================================== c3d-highmem-30 .. 55.22 |============================== c3d-highmem-60 .. 29.64 |================ c3d-standard-30 . 46.52 |========================= c3d-standard-60 . 31.82 |================= n2d-highmem-32 .. 56.54 |=============================== n2d-highmem-64 .. 54.60 |============================== n2d-standard-32 . 56.62 |=============================== n2d-standard-64 . 55.04 |============================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q27 Seconds < Lower Is Better c2d-highmem-32 .. 118.38 |================================== c2d-highmem-56 .. 81.22 |======================= c2d-standard-32 . 185.83 |===================================================== c2d-standard-56 . 89.70 |========================== c3d-highmem-30 .. 94.55 |=========================== c3d-highmem-60 .. 78.02 |====================== c3d-standard-30 . 95.29 |=========================== c3d-standard-60 . 78.22 |====================== n2d-highmem-32 .. 114.82 |================================= n2d-highmem-64 .. 142.11 |========================================= n2d-standard-32 . 116.51 |================================= n2d-standard-64 . 137.19 |======================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q28 Seconds < Lower Is Better c2d-highmem-32 .. 387.21 |================================== c2d-highmem-56 .. 369.45 |================================ c2d-standard-32 . 509.90 |============================================ c2d-standard-56 . 363.40 |================================ c3d-highmem-30 .. 384.38 |================================= c3d-highmem-60 .. 346.72 |============================== c3d-standard-30 . 360.26 |=============================== c3d-standard-60 . 350.18 |=============================== n2d-highmem-32 .. 490.14 |=========================================== n2d-highmem-64 .. 608.49 |===================================================== n2d-standard-32 . 495.58 |=========================================== n2d-standard-64 . 587.01 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q32 Seconds < Lower Is Better c2d-highmem-32 .. 67.50 |=============================== c2d-highmem-56 .. 51.58 |======================= c2d-standard-32 . 116.75 |===================================================== c2d-standard-56 . 83.32 |====================================== c3d-highmem-30 .. 56.78 |========================== c3d-highmem-60 .. 34.76 |================ c3d-standard-30 . 58.71 |=========================== c3d-standard-60 . 37.72 |================= n2d-highmem-32 .. 51.10 |======================= n2d-highmem-64 .. 49.64 |======================= n2d-standard-32 . 60.19 |=========================== n2d-standard-64 . 49.92 |======================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q34 Seconds < Lower Is Better c2d-highmem-32 .. 68.49 |================================== c2d-highmem-56 .. 64.37 |================================ c2d-standard-32 . 69.10 |================================== c2d-standard-56 . 64.63 |================================ c3d-highmem-30 .. 63.72 |================================ c3d-highmem-60 .. 60.34 |============================== c3d-standard-30 . 65.01 |================================ c3d-standard-60 . 61.24 |============================== n2d-highmem-32 .. 84.69 |========================================== n2d-highmem-64 .. 106.99 |===================================================== n2d-standard-32 . 86.40 |=========================================== n2d-standard-64 . 106.33 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q36 Seconds < Lower Is Better c2d-highmem-32 .. 108.36 |============================= c2d-highmem-56 .. 63.90 |================= c2d-standard-32 . 200.79 |===================================================== c2d-standard-56 . 122.36 |================================ c3d-highmem-30 .. 78.92 |===================== c3d-highmem-60 .. 60.39 |================ c3d-standard-30 . 93.26 |========================= c3d-standard-60 . 61.98 |================ n2d-highmem-32 .. 97.73 |========================== n2d-highmem-64 .. 110.01 |============================= n2d-standard-32 . 112.11 |============================== n2d-standard-64 . 108.70 |============================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q37 Seconds < Lower Is Better c2d-highmem-32 .. 33.38 |========================================== c2d-highmem-56 .. 16.76 |===================== c2d-standard-32 . 43.38 |====================================================== c2d-standard-56 . 24.22 |============================== c3d-highmem-30 .. 25.30 |=============================== c3d-highmem-60 .. 15.51 |=================== c3d-standard-30 . 24.63 |=============================== c3d-standard-60 . 18.53 |======================= n2d-highmem-32 .. 27.17 |================================== n2d-highmem-64 .. 24.04 |============================== n2d-standard-32 . 29.01 |==================================== n2d-standard-64 . 26.13 |================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q39 Seconds < Lower Is Better c2d-highmem-32 .. 14.80 |========================================== c2d-highmem-56 .. 12.97 |===================================== c2d-standard-32 . 13.75 |======================================= c2d-standard-56 . 12.39 |=================================== c3d-highmem-30 .. 13.35 |====================================== c3d-highmem-60 .. 12.17 |================================== c3d-standard-30 . 13.21 |===================================== c3d-standard-60 . 12.05 |================================== n2d-highmem-32 .. 17.87 |================================================== n2d-highmem-64 .. 19.17 |====================================================== n2d-standard-32 . 18.55 |==================================================== n2d-standard-64 . 16.87 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q41 Seconds < Lower Is Better c2d-highmem-32 .. 3.64 |==================================== c2d-highmem-56 .. 3.62 |==================================== c2d-standard-32 . 3.68 |===================================== c2d-standard-56 . 3.59 |==================================== c3d-highmem-30 .. 3.34 |================================= c3d-highmem-60 .. 3.38 |================================== c3d-standard-30 . 3.42 |================================== c3d-standard-60 . 3.31 |================================= n2d-highmem-32 .. 4.39 |============================================ n2d-highmem-64 .. 5.53 |======================================================= n2d-standard-32 . 4.50 |============================================= n2d-standard-64 . 5.06 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q42 Seconds < Lower Is Better c2d-highmem-32 .. 31.62 |============= c2d-highmem-56 .. 23.60 |========= c2d-standard-32 . 133.98 |===================================================== c2d-standard-56 . 22.51 |========= c3d-highmem-30 .. 41.43 |================ c3d-highmem-60 .. 21.69 |========= c3d-standard-30 . 50.27 |==================== c3d-standard-60 . 21.79 |========= n2d-highmem-32 .. 41.32 |================ n2d-highmem-64 .. 36.87 |=============== n2d-standard-32 . 73.19 |============================= n2d-standard-64 . 35.78 |============== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q43 Seconds < Lower Is Better c2d-highmem-32 .. 60.00 |=================================== c2d-highmem-56 .. 56.38 |================================= c2d-standard-32 . 61.23 |=================================== c2d-standard-56 . 56.06 |================================ c3d-highmem-30 .. 56.13 |================================= c3d-highmem-60 .. 53.42 |=============================== c3d-standard-30 . 56.08 |================================ c3d-standard-60 . 53.57 |=============================== n2d-highmem-32 .. 72.64 |========================================== n2d-highmem-64 .. 93.20 |====================================================== n2d-standard-32 . 74.43 |=========================================== n2d-standard-64 . 89.98 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q44 Seconds < Lower Is Better c2d-highmem-32 .. 93.33 |============================== c2d-highmem-56 .. 73.82 |======================== c2d-standard-32 . 162.32 |===================================================== c2d-standard-56 . 88.37 |============================= c3d-highmem-30 .. 104.40 |================================== c3d-highmem-60 .. 69.36 |======================= c3d-standard-30 . 93.20 |============================== c3d-standard-60 . 71.84 |======================= n2d-highmem-32 .. 106.03 |=================================== n2d-highmem-64 .. 124.34 |========================================= n2d-standard-32 . 112.54 |===================================== n2d-standard-64 . 120.18 |======================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q46 Seconds < Lower Is Better c2d-highmem-32 .. 96.49 |==================================== c2d-highmem-56 .. 83.99 |=============================== c2d-standard-32 . 135.11 |================================================== c2d-standard-56 . 90.95 |================================== c3d-highmem-30 .. 100.73 |===================================== c3d-highmem-60 .. 78.75 |============================= c3d-standard-30 . 96.95 |==================================== c3d-standard-60 . 81.56 |============================== n2d-highmem-32 .. 121.39 |============================================= n2d-highmem-64 .. 141.54 |==================================================== n2d-standard-32 . 122.01 |============================================= n2d-standard-64 . 143.16 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q47 Seconds < Lower Is Better c2d-highmem-32 .. 149.21 |====================================== c2d-highmem-56 .. 126.48 |================================ c2d-standard-32 . 159.59 |======================================== c2d-standard-56 . 124.95 |=============================== c3d-highmem-30 .. 149.17 |====================================== c3d-highmem-60 .. 119.17 |============================== c3d-standard-30 . 144.22 |==================================== c3d-standard-60 . 120.36 |============================== n2d-highmem-32 .. 182.46 |============================================== n2d-highmem-64 .. 210.66 |===================================================== n2d-standard-32 . 188.77 |=============================================== n2d-standard-64 . 208.47 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q48 Seconds < Lower Is Better c2d-highmem-32 .. 104.51 |==================================== c2d-highmem-56 .. 89.51 |=============================== c2d-standard-32 . 136.77 |=============================================== c2d-standard-56 . 91.04 |=============================== c3d-highmem-30 .. 109.70 |====================================== c3d-highmem-60 .. 84.78 |============================= c3d-standard-30 . 106.84 |===================================== c3d-standard-60 . 85.87 |============================= n2d-highmem-32 .. 128.97 |============================================ n2d-highmem-64 .. 153.77 |===================================================== n2d-standard-32 . 133.28 |============================================== n2d-standard-64 . 154.73 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q52 Seconds < Lower Is Better c2d-highmem-32 .. 62.38 |============================ c2d-highmem-56 .. 74.13 |================================= c2d-standard-32 . 117.31 |===================================================== c2d-standard-56 . 77.71 |=================================== c3d-highmem-30 .. 53.55 |======================== c3d-highmem-60 .. 54.52 |========================= c3d-standard-30 . 53.42 |======================== c3d-standard-60 . 55.25 |========================= n2d-highmem-32 .. 74.34 |================================== n2d-highmem-64 .. 104.03 |=============================================== n2d-standard-32 . 76.84 |=================================== n2d-standard-64 . 106.22 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q53 Seconds < Lower Is Better c2d-highmem-32 .. 55.91 |================================= c2d-highmem-56 .. 55.40 |================================= c2d-standard-32 . 89.27 |===================================================== c2d-standard-56 . 55.33 |================================= c3d-highmem-30 .. 53.28 |================================ c3d-highmem-60 .. 49.60 |============================== c3d-standard-30 . 52.24 |=============================== c3d-standard-60 . 50.95 |============================== n2d-highmem-32 .. 73.30 |============================================ n2d-highmem-64 .. 90.26 |====================================================== n2d-standard-32 . 73.48 |============================================ n2d-standard-64 . 89.21 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q55 Seconds < Lower Is Better c2d-highmem-32 .. 53.09 |======================== c2d-highmem-56 .. 52.31 |======================== c2d-standard-32 . 115.02 |===================================================== c2d-standard-56 . 52.85 |======================== c3d-highmem-30 .. 50.83 |======================= c3d-highmem-60 .. 49.97 |======================= c3d-standard-30 . 50.61 |======================= c3d-standard-60 . 50.13 |======================= n2d-highmem-32 .. 69.90 |================================ n2d-highmem-64 .. 92.17 |========================================== n2d-standard-32 . 76.24 |=================================== n2d-standard-64 . 90.71 |========================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q57 Seconds < Lower Is Better c2d-highmem-32 .. 52.34 |=================================== c2d-highmem-56 .. 43.59 |============================= c2d-standard-32 . 56.65 |===================================== c2d-standard-56 . 46.60 |=============================== c3d-highmem-30 .. 50.43 |================================= c3d-highmem-60 .. 43.43 |============================= c3d-standard-30 . 53.07 |=================================== c3d-standard-60 . 42.29 |============================ n2d-highmem-32 .. 63.81 |========================================== n2d-highmem-64 .. 81.62 |====================================================== n2d-standard-32 . 65.93 |============================================ n2d-standard-64 . 78.66 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q58 Seconds < Lower Is Better c2d-highmem-32 .. 102.12 |======================== c2d-highmem-56 .. 99.04 |======================= c2d-standard-32 . 224.55 |===================================================== c2d-standard-56 . 96.72 |======================= c3d-highmem-30 .. 105.19 |========================= c3d-highmem-60 .. 90.14 |===================== c3d-standard-30 . 109.97 |========================== c3d-standard-60 . 90.94 |===================== n2d-highmem-32 .. 124.56 |============================= n2d-highmem-64 .. 173.00 |========================================= n2d-standard-32 . 154.23 |==================================== n2d-standard-64 . 167.48 |======================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q59 Seconds < Lower Is Better c2d-highmem-32 .. 141.64 |================================= c2d-highmem-56 .. 133.26 |=============================== c2d-standard-32 . 142.93 |================================= c2d-standard-56 . 132.73 |=============================== c3d-highmem-30 .. 134.14 |=============================== c3d-highmem-60 .. 130.20 |============================== c3d-standard-30 . 133.92 |=============================== c3d-standard-60 . 128.58 |============================== n2d-highmem-32 .. 176.55 |========================================= n2d-highmem-64 .. 226.87 |===================================================== n2d-standard-32 . 183.40 |=========================================== n2d-standard-64 . 218.66 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q61 Seconds < Lower Is Better c2d-highmem-32 .. 130.72 |======================== c2d-highmem-56 .. 118.47 |====================== c2d-standard-32 . 290.08 |===================================================== c2d-standard-56 . 117.66 |===================== c3d-highmem-30 .. 147.68 |=========================== c3d-highmem-60 .. 113.22 |===================== c3d-standard-30 . 163.76 |============================== c3d-standard-60 . 114.23 |===================== n2d-highmem-32 .. 158.75 |============================= n2d-highmem-64 .. 197.74 |==================================== n2d-standard-32 . 185.22 |================================== n2d-standard-64 . 193.68 |=================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q62 Seconds < Lower Is Better c2d-highmem-32 .. 33.20 |================================= c2d-highmem-56 .. 31.63 |=============================== c2d-standard-32 . 33.42 |================================= c2d-standard-56 . 31.19 |=============================== c3d-highmem-30 .. 31.70 |=============================== c3d-highmem-60 .. 30.75 |============================== c3d-standard-30 . 32.02 |================================ c3d-standard-60 . 30.30 |============================== n2d-highmem-32 .. 41.23 |========================================= n2d-highmem-64 .. 54.75 |====================================================== n2d-standard-32 . 41.80 |========================================= n2d-standard-64 . 51.59 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q63 Seconds < Lower Is Better c2d-highmem-32 .. 55.80 |================================== c2d-highmem-56 .. 54.17 |================================= c2d-standard-32 . 88.87 |====================================================== c2d-standard-56 . 53.10 |================================ c3d-highmem-30 .. 54.71 |================================= c3d-highmem-60 .. 50.14 |============================== c3d-standard-30 . 51.90 |=============================== c3d-standard-60 . 50.37 |=============================== n2d-highmem-32 .. 67.36 |========================================= n2d-highmem-64 .. 88.98 |====================================================== n2d-standard-32 . 73.16 |============================================ n2d-standard-64 . 84.54 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q66 Seconds < Lower Is Better c2d-highmem-32 .. 151.47 |==================================================== c2d-highmem-56 .. 102.83 |=================================== c2d-standard-32 . 141.19 |================================================ c2d-standard-56 . 155.03 |===================================================== c3d-highmem-30 .. 75.23 |========================== c3d-highmem-60 .. 49.99 |================= c3d-standard-30 . 83.90 |============================= c3d-standard-60 . 81.18 |============================ n2d-highmem-32 .. 74.96 |========================== n2d-highmem-64 .. 63.55 |====================== n2d-standard-32 . 83.48 |============================= n2d-standard-64 . 81.47 |============================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q68 Seconds < Lower Is Better c2d-highmem-32 .. 164.28 |==================================== c2d-highmem-56 .. 114.84 |========================= c2d-standard-32 . 242.20 |===================================================== c2d-standard-56 . 213.07 |=============================================== c3d-highmem-30 .. 94.08 |===================== c3d-highmem-60 .. 65.47 |============== c3d-standard-30 . 130.86 |============================= c3d-standard-60 . 109.00 |======================== n2d-highmem-32 .. 101.21 |====================== n2d-highmem-64 .. 97.54 |===================== n2d-standard-32 . 133.04 |============================= n2d-standard-64 . 120.10 |========================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q70 Seconds < Lower Is Better c2d-highmem-32 .. 120.76 |=============================================== c2d-highmem-56 .. 101.78 |======================================== c2d-standard-32 . 135.64 |===================================================== c2d-standard-56 . 111.26 |=========================================== c3d-highmem-30 .. 93.40 |==================================== c3d-highmem-60 .. 69.66 |=========================== c3d-standard-30 . 89.23 |=================================== c3d-standard-60 . 75.97 |============================== n2d-highmem-32 .. 96.09 |====================================== n2d-highmem-64 .. 102.86 |======================================== n2d-standard-32 . 101.99 |======================================== n2d-standard-64 . 100.47 |======================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q71 Seconds < Lower Is Better c2d-highmem-32 .. 158.83 |==================================== c2d-highmem-56 .. 91.16 |===================== c2d-standard-32 . 232.17 |===================================================== c2d-standard-56 . 231.94 |===================================================== c3d-highmem-30 .. 108.17 |========================= c3d-highmem-60 .. 86.20 |==================== c3d-standard-30 . 140.27 |================================ c3d-standard-60 . 123.82 |============================ n2d-highmem-32 .. 127.71 |============================= n2d-highmem-64 .. 153.41 |=================================== n2d-standard-32 . 151.07 |================================== n2d-standard-64 . 167.40 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q73 Seconds < Lower Is Better c2d-highmem-32 .. 41.60 |===================================== c2d-highmem-56 .. 34.58 |=============================== c2d-standard-32 . 51.17 |============================================== c2d-standard-56 . 34.94 |=============================== c3d-highmem-30 .. 39.76 |=================================== c3d-highmem-60 .. 33.25 |============================== c3d-standard-30 . 40.59 |==================================== c3d-standard-60 . 33.03 |============================= n2d-highmem-32 .. 48.38 |=========================================== n2d-highmem-64 .. 60.53 |====================================================== n2d-standard-32 . 50.17 |============================================= n2d-standard-64 . 57.54 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q76 Seconds < Lower Is Better c2d-highmem-32 .. 98.79 |====================== c2d-highmem-56 .. 77.54 |================= c2d-standard-32 . 235.58 |===================================================== c2d-standard-56 . 77.60 |================= c3d-highmem-30 .. 95.13 |===================== c3d-highmem-60 .. 74.16 |================= c3d-standard-30 . 142.07 |================================ c3d-standard-60 . 73.46 |================= n2d-highmem-32 .. 100.00 |====================== n2d-highmem-64 .. 130.71 |============================= n2d-standard-32 . 139.44 |=============================== n2d-standard-64 . 127.76 |============================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q77 Seconds < Lower Is Better c2d-highmem-32 .. 193.83 |======================================== c2d-highmem-56 .. 147.17 |=============================== c2d-standard-32 . 254.50 |===================================================== c2d-standard-56 . 186.03 |======================================= c3d-highmem-30 .. 139.62 |============================= c3d-highmem-60 .. 117.58 |======================== c3d-standard-30 . 169.05 |=================================== c3d-standard-60 . 124.22 |========================== n2d-highmem-32 .. 165.20 |================================== n2d-highmem-64 .. 184.49 |====================================== n2d-standard-32 . 182.08 |====================================== n2d-standard-64 . 191.37 |======================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q79 Seconds < Lower Is Better c2d-highmem-32 .. 122.52 |=========================================== c2d-highmem-56 .. 110.73 |====================================== c2d-standard-32 . 139.06 |================================================ c2d-standard-56 . 147.43 |=================================================== c3d-highmem-30 .. 102.18 |=================================== c3d-highmem-60 .. 88.57 |=============================== c3d-standard-30 . 98.43 |================================== c3d-standard-60 . 93.01 |================================ n2d-highmem-32 .. 128.99 |============================================= n2d-standard-32 . 130.47 |============================================= n2d-standard-64 . 152.69 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q81 Seconds < Lower Is Better c2d-highmem-32 .. 41.91 |=================================================== c2d-highmem-56 .. 40.28 |================================================= c2d-standard-32 . 41.30 |================================================== c2d-standard-56 . 40.02 |================================================= c3d-highmem-30 .. 34.72 |========================================== c3d-highmem-60 .. 34.16 |========================================== c3d-standard-30 . 35.28 |=========================================== c3d-standard-60 . 33.47 |========================================= n2d-highmem-32 .. 43.96 |====================================================== n2d-standard-32 . 44.24 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q82 Seconds < Lower Is Better c2d-highmem-32 .. 58.36 |================================================ c2d-highmem-56 .. 38.43 |=============================== c2d-standard-32 . 66.17 |====================================================== c2d-standard-56 . 66.33 |====================================================== c3d-highmem-30 .. 38.76 |================================ c3d-highmem-60 .. 33.10 |=========================== c3d-standard-30 . 42.07 |================================== c3d-standard-60 . 40.82 |================================= n2d-highmem-32 .. 44.89 |===================================== n2d-highmem-64 .. 55.45 |============================================= n2d-standard-32 . 47.17 |====================================== n2d-standard-64 . 56.52 |============================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q83 Seconds < Lower Is Better c2d-highmem-32 .. 22.05 |================================ c2d-highmem-56 .. 21.43 |=============================== c2d-standard-32 . 24.09 |=================================== c2d-standard-56 . 23.18 |================================== c3d-highmem-30 .. 19.92 |============================= c3d-highmem-60 .. 19.79 |============================= c3d-standard-30 . 20.42 |============================== c3d-standard-60 . 20.55 |============================== n2d-highmem-32 .. 26.97 |======================================= n2d-highmem-64 .. 36.97 |====================================================== n2d-standard-32 . 28.69 |========================================== n2d-standard-64 . 36.67 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q84 Seconds < Lower Is Better c2d-highmem-32 .. 27.88 |================================== c2d-highmem-56 .. 24.75 |============================== c2d-standard-32 . 27.33 |================================= c2d-standard-56 . 24.43 |============================== c3d-highmem-30 .. 26.14 |================================ c3d-highmem-60 .. 23.27 |============================ c3d-standard-30 . 27.44 |================================== c3d-standard-60 . 23.35 |============================= n2d-highmem-32 .. 33.89 |========================================= n2d-highmem-64 .. 44.10 |====================================================== n2d-standard-32 . 33.37 |========================================= n2d-standard-64 . 40.13 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q85 Seconds < Lower Is Better c2d-highmem-32 .. 47.87 |=================================== c2d-highmem-56 .. 46.70 |=================================== c2d-standard-32 . 73.08 |====================================================== c2d-standard-56 . 47.15 |=================================== c3d-highmem-30 .. 46.32 |================================== c3d-highmem-60 .. 43.02 |================================ c3d-standard-30 . 46.97 |=================================== c3d-standard-60 . 44.31 |================================= n2d-highmem-32 .. 58.90 |============================================ n2d-standard-32 . 61.06 |============================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q86 Seconds < Lower Is Better c2d-highmem-32 .. 26.93 |=================================== c2d-highmem-56 .. 25.19 |================================= c2d-standard-32 . 26.94 |=================================== c2d-standard-56 . 25.38 |================================= c3d-highmem-30 .. 24.27 |================================ c3d-highmem-60 .. 22.82 |============================== c3d-standard-30 . 24.03 |=============================== c3d-standard-60 . 23.37 |============================== n2d-highmem-32 .. 33.75 |============================================ n2d-highmem-64 .. 41.45 |====================================================== n2d-standard-32 . 32.56 |========================================== n2d-standard-64 . 41.02 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q88 Seconds < Lower Is Better c2d-highmem-32 .. 156.03 |=============================================== c2d-highmem-56 .. 97.24 |============================== c2d-standard-32 . 162.59 |================================================= c2d-standard-56 . 100.23 |============================== c3d-highmem-30 .. 158.05 |================================================ c3d-highmem-60 .. 85.10 |========================== c3d-standard-30 . 156.56 |================================================ c3d-standard-60 . 83.28 |========================= n2d-highmem-32 .. 174.28 |===================================================== n2d-highmem-64 .. 117.67 |==================================== n2d-standard-32 . 174.45 |===================================================== n2d-standard-64 . 110.14 |================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q89 Seconds < Lower Is Better c2d-highmem-32 .. 76.25 |================================== c2d-highmem-56 .. 72.06 |================================ c2d-standard-32 . 96.71 |============================================ c2d-standard-56 . 72.06 |================================ c3d-highmem-30 .. 74.20 |================================= c3d-highmem-60 .. 67.55 |============================== c3d-standard-30 . 71.83 |================================ c3d-standard-60 . 68.17 |=============================== n2d-highmem-32 .. 99.11 |============================================= n2d-highmem-64 .. 117.71 |===================================================== n2d-standard-32 . 100.81 |============================================= n2d-standard-64 . 113.29 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q90 Seconds < Lower Is Better c2d-highmem-32 .. 13.17 |===================================== c2d-highmem-56 .. 11.83 |================================= c2d-standard-32 . 19.11 |====================================================== c2d-standard-56 . 11.25 |================================ c3d-highmem-30 .. 13.51 |====================================== c3d-highmem-60 .. 9.15 |========================== c3d-standard-30 . 12.62 |==================================== c3d-standard-60 . 9.10 |========================== n2d-highmem-32 .. 15.76 |============================================= n2d-highmem-64 .. 13.71 |======================================= n2d-standard-32 . 15.79 |============================================= n2d-standard-64 . 13.34 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q91 Seconds < Lower Is Better c2d-highmem-32 .. 12.62 |=================================== c2d-highmem-56 .. 10.41 |============================= c2d-standard-32 . 15.37 |=========================================== c2d-standard-56 . 12.40 |=================================== c3d-highmem-30 .. 10.83 |============================== c3d-highmem-60 .. 10.33 |============================= c3d-standard-30 . 11.05 |=============================== c3d-standard-60 . 11.07 |=============================== n2d-highmem-32 .. 13.16 |===================================== n2d-highmem-64 .. 19.31 |====================================================== n2d-standard-32 . 14.18 |======================================== n2d-standard-64 . 17.93 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q92 Seconds < Lower Is Better c2d-highmem-32 .. 33.73 |=========================================== c2d-highmem-56 .. 30.67 |======================================= c2d-standard-32 . 34.83 |============================================ c2d-standard-56 . 31.69 |======================================== c3d-highmem-30 .. 23.14 |============================= c3d-highmem-60 .. 23.48 |============================== c3d-standard-30 . 24.97 |================================ c3d-standard-60 . 22.89 |============================= n2d-highmem-32 .. 30.36 |====================================== n2d-highmem-64 .. 42.60 |====================================================== n2d-standard-32 . 33.11 |========================================== n2d-standard-64 . 40.58 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q94 Seconds < Lower Is Better c2d-highmem-32 .. 96.27 |===================================================== c2d-highmem-56 .. 74.03 |========================================= c2d-standard-32 . 97.31 |====================================================== c2d-standard-56 . 93.62 |==================================================== c3d-highmem-30 .. 67.56 |===================================== c3d-highmem-60 .. 54.25 |============================== c3d-standard-30 . 70.40 |======================================= c3d-standard-60 . 65.21 |==================================== n2d-highmem-32 .. 78.38 |=========================================== n2d-highmem-64 .. 79.11 |============================================ n2d-standard-32 . 78.24 |=========================================== n2d-standard-64 . 84.49 |=============================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q95 Seconds < Lower Is Better c2d-highmem-32 .. 47.85 |================================== c2d-highmem-56 .. 43.35 |=============================== c2d-standard-32 . 59.73 |========================================== c2d-standard-56 . 42.70 |============================== c3d-highmem-30 .. 56.73 |======================================== c3d-highmem-60 .. 42.72 |============================== c3d-standard-30 . 49.46 |=================================== c3d-standard-60 . 43.60 |=============================== n2d-highmem-32 .. 62.08 |============================================ n2d-highmem-64 .. 76.17 |====================================================== n2d-standard-32 . 63.20 |============================================= n2d-standard-64 . 75.73 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q96 Seconds < Lower Is Better c2d-highmem-32 .. 24.74 |============================================ c2d-highmem-56 .. 16.72 |============================= c2d-standard-32 . 29.66 |==================================================== c2d-standard-56 . 30.61 |====================================================== c3d-highmem-30 .. 24.13 |=========================================== c3d-highmem-60 .. 14.56 |========================== c3d-standard-30 . 25.18 |============================================ c3d-standard-60 . 17.39 |=============================== n2d-highmem-32 .. 28.39 |================================================== n2d-highmem-64 .. 23.27 |========================================= n2d-standard-32 . 28.09 |================================================== n2d-standard-64 . 21.68 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q98 Seconds < Lower Is Better c2d-highmem-32 .. 3.53 |======================================== c2d-highmem-56 .. 3.52 |======================================== c2d-standard-32 . 3.47 |======================================== c2d-standard-56 . 3.46 |======================================== c3d-highmem-30 .. 3.33 |====================================== c3d-highmem-60 .. 3.34 |====================================== c3d-standard-30 . 3.40 |======================================= c3d-standard-60 . 3.34 |====================================== n2d-highmem-32 .. 4.48 |=================================================== n2d-highmem-64 .. 4.81 |======================================================= n2d-standard-32 . 4.66 |===================================================== n2d-standard-64 . 4.58 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q99 Seconds < Lower Is Better c2d-highmem-32 .. 48.20 |============================================ c2d-highmem-56 .. 42.12 |======================================= c2d-standard-32 . 48.58 |============================================= c2d-standard-56 . 42.75 |======================================= c3d-highmem-30 .. 44.12 |======================================== c3d-highmem-60 .. 37.51 |================================== c3d-standard-30 . 44.35 |========================================= c3d-standard-60 . 37.25 |================================== n2d-highmem-32 .. 56.91 |==================================================== n2d-highmem-64 .. 58.93 |====================================================== n2d-standard-32 . 55.38 |=================================================== n2d-standard-64 . 57.13 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q30 Seconds < Lower Is Better c2d-highmem-32 .. 46.21 |============================================ c2d-highmem-56 .. 42.66 |========================================= c2d-standard-32 . 45.40 |============================================ c2d-standard-56 . 42.38 |========================================= c3d-highmem-60 .. 38.09 |===================================== c3d-standard-30 . 41.14 |======================================= c3d-standard-60 . 39.45 |====================================== n2d-highmem-32 .. 53.35 |=================================================== n2d-standard-32 . 56.27 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q33 Seconds < Lower Is Better c2d-highmem-32 .. 145.77 |=================================== c2d-highmem-56 .. 143.54 |=================================== c2d-standard-32 . 220.44 |===================================================== c3d-highmem-30 .. 131.37 |================================ c3d-highmem-60 .. 117.85 |============================ c3d-standard-30 . 151.42 |==================================== c3d-standard-60 . 123.89 |============================== n2d-highmem-32 .. 158.71 |====================================== n2d-highmem-64 .. 202.85 |================================================= n2d-standard-32 . 176.99 |=========================================== n2d-standard-64 . 201.62 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q49 Seconds < Lower Is Better c2d-highmem-32 .. 350.99 |========================================== c2d-highmem-56 .. 198.07 |======================== c2d-standard-32 . 446.29 |===================================================== c2d-standard-56 . 392.19 |=============================================== c3d-highmem-30 .. 233.33 |============================ c3d-highmem-60 .. 157.21 |=================== c3d-standard-30 . 233.84 |============================ c3d-standard-60 . 212.85 |========================= n2d-highmem-32 .. 243.56 |============================= n2d-highmem-64 .. 257.67 |=============================== n2d-standard-32 . 266.65 |================================ n2d-standard-64 . 293.91 |=================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q56 Seconds < Lower Is Better c2d-highmem-32 .. 157.37 |=================================== c2d-highmem-56 .. 148.22 |================================= c2d-standard-32 . 236.18 |===================================================== c2d-standard-56 . 153.47 |================================== c3d-highmem-30 .. 123.29 |============================ c3d-highmem-60 .. 103.69 |======================= c3d-standard-30 . 146.53 |================================= c3d-standard-60 . 121.39 |=========================== n2d-highmem-32 .. 159.90 |==================================== n2d-highmem-64 .. 202.94 |============================================== n2d-standard-32 . 171.58 |======================================= n2d-standard-64 . 206.17 |============================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q03 Seconds < Lower Is Better c2d-highmem-32 .. 137.83 |==================================================== c2d-highmem-56 .. 126.23 |=============================================== c2d-standard-32 . 141.69 |===================================================== c2d-standard-56 . 136.05 |=================================================== c3d-highmem-30 .. 65.44 |======================== c3d-highmem-60 .. 73.35 |=========================== c3d-standard-30 . 75.72 |============================ c3d-standard-60 . 71.50 |=========================== n2d-highmem-32 .. 79.38 |============================== n2d-highmem-64 .. 101.00 |====================================== n2d-standard-32 . 76.23 |============================= n2d-standard-64 . 95.74 |==================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q07 Seconds < Lower Is Better c2d-highmem-32 .. 131.08 |============================================== c2d-highmem-56 .. 120.27 |========================================== c2d-standard-32 . 136.72 |================================================ c2d-standard-56 . 133.68 |=============================================== c3d-highmem-30 .. 89.05 |=============================== c3d-highmem-60 .. 84.20 |============================= c3d-standard-30 . 89.16 |=============================== c3d-standard-60 . 84.18 |============================= n2d-highmem-32 .. 127.11 |============================================ n2d-highmem-64 .. 151.97 |===================================================== n2d-standard-32 . 113.12 |======================================= n2d-standard-64 . 144.70 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q08 Seconds < Lower Is Better c2d-highmem-32 .. 81.97 |===================================================== c2d-highmem-56 .. 82.46 |====================================================== c2d-standard-32 . 83.20 |====================================================== c2d-standard-56 . 82.87 |====================================================== c3d-highmem-30 .. 41.91 |=========================== c3d-highmem-60 .. 44.46 |============================= c3d-standard-30 . 47.34 |=============================== c3d-standard-60 . 49.06 |================================ n2d-highmem-32 .. 49.72 |================================ n2d-highmem-64 .. 58.21 |====================================== n2d-standard-32 . 48.86 |================================ n2d-standard-64 . 54.74 |==================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q09 Seconds < Lower Is Better c2d-highmem-32 .. 175.29 |============================== c2d-highmem-56 .. 144.29 |======================== c2d-standard-32 . 313.92 |===================================================== c2d-standard-56 . 149.58 |========================= c3d-highmem-30 .. 134.52 |======================= c3d-highmem-60 .. 96.00 |================ c3d-standard-30 . 145.00 |======================== c3d-standard-60 . 97.87 |================= n2d-highmem-32 .. 148.47 |========================= n2d-highmem-64 .. 117.85 |==================== n2d-standard-32 . 218.30 |===================================== n2d-standard-64 . 110.27 |=================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q12 Seconds < Lower Is Better c2d-highmem-32 .. 3.15 |===================================== c2d-highmem-56 .. 3.13 |==================================== c2d-standard-32 . 3.12 |==================================== c2d-standard-56 . 3.40 |======================================= c3d-highmem-30 .. 2.89 |================================== c3d-highmem-60 .. 2.98 |=================================== c3d-standard-30 . 3.15 |===================================== c3d-standard-60 . 3.16 |===================================== n2d-highmem-32 .. 4.62 |====================================================== n2d-highmem-64 .. 4.36 |=================================================== n2d-standard-32 . 3.79 |============================================ n2d-standard-64 . 4.74 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q13 Seconds < Lower Is Better c2d-highmem-32 .. 263.98 |================================================ c2d-highmem-56 .. 101.66 |=================== c2d-standard-32 . 289.57 |===================================================== c2d-standard-56 . 279.80 |=================================================== c3d-highmem-30 .. 130.28 |======================== c3d-highmem-60 .. 81.78 |=============== c3d-standard-30 . 157.51 |============================= c3d-standard-60 . 146.94 |=========================== n2d-highmem-32 .. 149.30 |=========================== n2d-highmem-64 .. 152.95 |============================ n2d-standard-32 . 151.34 |============================ n2d-standard-64 . 177.13 |================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q19 Seconds < Lower Is Better c2d-highmem-32 .. 89.79 |================================ c2d-highmem-56 .. 78.38 |============================ c2d-standard-32 . 125.81 |============================================ c2d-standard-56 . 120.01 |========================================== c3d-highmem-30 .. 88.36 |=============================== c3d-highmem-60 .. 74.79 |========================== c3d-standard-30 . 92.61 |================================= c3d-standard-60 . 84.41 |============================== n2d-highmem-32 .. 118.49 |========================================== n2d-highmem-64 .. 146.38 |==================================================== n2d-standard-32 . 112.07 |======================================== n2d-standard-64 . 150.17 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q21 Seconds < Lower Is Better c2d-highmem-32 .. 12.16 |============================================== c2d-highmem-56 .. 13.21 |================================================== c2d-standard-32 . 13.07 |================================================= c2d-standard-56 . 13.41 |================================================== c3d-highmem-30 .. 9.64 |==================================== c3d-highmem-60 .. 9.40 |=================================== c3d-standard-30 . 9.31 |=================================== c3d-standard-60 . 9.35 |=================================== n2d-highmem-32 .. 12.18 |============================================== n2d-highmem-64 .. 13.33 |================================================== n2d-standard-32 . 12.00 |============================================= n2d-standard-64 . 14.41 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q27 Seconds < Lower Is Better c2d-highmem-32 .. 90.42 |================================= c2d-highmem-56 .. 78.73 |============================= c2d-standard-32 . 111.40 |========================================= c2d-standard-56 . 82.04 |============================== c3d-highmem-30 .. 84.38 |=============================== c3d-highmem-60 .. 76.35 |============================ c3d-standard-30 . 85.68 |=============================== c3d-standard-60 . 79.99 |============================= n2d-highmem-32 .. 117.61 |=========================================== n2d-highmem-64 .. 144.58 |===================================================== n2d-standard-32 . 110.40 |======================================== n2d-standard-64 . 137.78 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q28 Seconds < Lower Is Better c2d-highmem-32 .. 462.06 |======================================= c2d-highmem-56 .. 364.47 |=============================== c2d-standard-32 . 441.58 |===================================== c2d-standard-56 . 366.92 |=============================== c3d-highmem-30 .. 381.79 |================================ c3d-highmem-60 .. 353.02 |============================== c3d-standard-30 . 352.26 |============================== c3d-standard-60 . 350.77 |============================== n2d-highmem-32 .. 525.47 |============================================ n2d-highmem-64 .. 628.90 |===================================================== n2d-standard-32 . 512.23 |=========================================== n2d-standard-64 . 604.65 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q30 Seconds < Lower Is Better c2d-highmem-32 .. 44.21 |========================================= c2d-standard-32 . 45.11 |========================================== c2d-standard-56 . 41.49 |====================================== c3d-highmem-30 .. 41.82 |======================================= c3d-highmem-60 .. 38.91 |==================================== c3d-standard-60 . 37.89 |=================================== n2d-highmem-32 .. 58.23 |====================================================== n2d-standard-32 . 54.07 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q34 Seconds < Lower Is Better c2d-highmem-32 .. 66.05 |================================ c2d-highmem-56 .. 62.52 |=============================== c2d-standard-32 . 66.10 |================================ c2d-standard-56 . 62.77 |=============================== c3d-highmem-30 .. 61.35 |============================== c3d-highmem-60 .. 59.39 |============================= c3d-standard-30 . 61.80 |============================== c3d-standard-60 . 58.95 |============================= n2d-highmem-32 .. 88.19 |=========================================== n2d-highmem-64 .. 108.06 |===================================================== n2d-standard-32 . 81.97 |======================================== n2d-standard-64 . 107.66 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q36 Seconds < Lower Is Better c2d-highmem-32 .. 118.93 |======================================== c2d-highmem-56 .. 61.62 |===================== c2d-standard-32 . 158.07 |===================================================== c2d-standard-56 . 89.65 |============================== c3d-highmem-30 .. 72.83 |======================== c3d-highmem-60 .. 58.07 |=================== c3d-standard-30 . 76.74 |========================== c3d-standard-60 . 61.20 |===================== n2d-highmem-32 .. 101.36 |================================== n2d-highmem-64 .. 109.05 |===================================== n2d-standard-32 . 99.33 |================================= n2d-standard-64 . 112.76 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q39 Seconds < Lower Is Better c2d-highmem-32 .. 13.92 |====================================== c2d-highmem-56 .. 11.64 |================================ c2d-standard-32 . 13.60 |====================================== c2d-standard-56 . 12.30 |================================== c3d-highmem-30 .. 13.53 |===================================== c3d-highmem-60 .. 12.25 |================================== c3d-standard-30 . 13.88 |====================================== c3d-standard-60 . 12.32 |================================== n2d-highmem-32 .. 18.52 |=================================================== n2d-highmem-64 .. 19.53 |====================================================== n2d-standard-32 . 18.28 |=================================================== n2d-standard-64 . 18.19 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q41 Seconds < Lower Is Better c2d-highmem-32 .. 3.69 |================================== c2d-highmem-56 .. 3.55 |================================= c2d-standard-32 . 3.65 |================================== c2d-standard-56 . 3.62 |================================= c3d-highmem-30 .. 3.35 |=============================== c3d-highmem-60 .. 3.38 |=============================== c3d-standard-30 . 3.46 |================================ c3d-standard-60 . 3.33 |=============================== n2d-highmem-32 .. 5.01 |============================================== n2d-highmem-64 .. 5.37 |================================================= n2d-standard-32 . 4.49 |========================================= n2d-standard-64 . 5.97 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q42 Seconds < Lower Is Better c2d-highmem-32 .. 71.92 |====================================================== c2d-highmem-56 .. 21.82 |================ c2d-standard-32 . 69.13 |==================================================== c2d-standard-56 . 23.79 |================== c3d-highmem-30 .. 39.08 |============================= c3d-highmem-60 .. 20.77 |================ c3d-standard-30 . 35.05 |========================== c3d-standard-60 . 20.43 |=============== n2d-highmem-32 .. 42.12 |================================ n2d-highmem-64 .. 39.32 |============================== n2d-standard-32 . 49.85 |===================================== n2d-standard-64 . 34.72 |========================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q43 Seconds < Lower Is Better c2d-highmem-32 .. 59.30 |================================= c2d-highmem-56 .. 55.55 |=============================== c2d-standard-32 . 59.83 |================================== c2d-standard-56 . 56.10 |================================ c3d-highmem-30 .. 56.06 |=============================== c3d-highmem-60 .. 52.50 |============================= c3d-standard-30 . 55.99 |=============================== c3d-standard-60 . 53.37 |============================== n2d-highmem-32 .. 82.84 |=============================================== n2d-highmem-64 .. 96.15 |====================================================== n2d-standard-32 . 75.17 |========================================== n2d-standard-64 . 91.91 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q44 Seconds < Lower Is Better c2d-highmem-32 .. 112.67 |========================================== c2d-highmem-56 .. 74.22 |============================ c2d-standard-32 . 140.94 |===================================================== c2d-standard-56 . 81.55 |=============================== c3d-highmem-30 .. 74.79 |============================ c3d-highmem-60 .. 69.58 |========================== c3d-standard-30 . 76.86 |============================= c3d-standard-60 . 71.91 |=========================== n2d-highmem-32 .. 110.49 |========================================== n2d-highmem-64 .. 136.49 |=================================================== n2d-standard-32 . 117.87 |============================================ n2d-standard-64 . 136.61 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q46 Seconds < Lower Is Better c2d-highmem-32 .. 110.23 |================================================= c2d-highmem-56 .. 68.10 |============================== c2d-standard-32 . 100.00 |============================================ c2d-standard-56 . 69.09 |=============================== c3d-highmem-30 .. 76.73 |================================== c3d-highmem-60 .. 64.60 |============================= c3d-standard-30 . 77.02 |================================== c3d-standard-60 . 66.20 |============================= n2d-highmem-32 .. 97.75 |=========================================== n2d-highmem-64 .. 118.29 |===================================================== n2d-standard-32 . 96.96 |=========================================== n2d-standard-64 . 119.31 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q47 Seconds < Lower Is Better c2d-highmem-32 .. 154.34 |==================================== c2d-highmem-56 .. 124.78 |============================= c2d-standard-32 . 151.86 |==================================== c2d-standard-56 . 124.80 |============================= c3d-highmem-30 .. 140.62 |================================= c3d-highmem-60 .. 118.70 |============================ c3d-standard-30 . 144.74 |================================== c3d-standard-60 . 120.24 |============================ n2d-highmem-32 .. 198.38 |=============================================== n2d-highmem-64 .. 224.69 |===================================================== n2d-standard-32 . 185.84 |============================================ n2d-standard-64 . 219.13 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q48 Seconds < Lower Is Better c2d-highmem-32 .. 112.71 |===================================== c2d-highmem-56 .. 93.46 |=============================== c2d-standard-32 . 126.89 |========================================== c2d-standard-56 . 89.88 |============================== c3d-highmem-30 .. 101.75 |================================= c3d-highmem-60 .. 83.26 |=========================== c3d-standard-30 . 101.07 |================================= c3d-standard-60 . 87.63 |============================= n2d-highmem-32 .. 138.95 |============================================== n2d-highmem-64 .. 161.33 |===================================================== n2d-standard-32 . 131.67 |=========================================== n2d-standard-64 . 155.03 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q52 Seconds < Lower Is Better c2d-highmem-32 .. 74.27 |======================================= c2d-highmem-56 .. 55.32 |============================= c2d-standard-32 . 77.13 |======================================== c2d-standard-56 . 78.45 |========================================= c3d-highmem-30 .. 52.94 |============================ c3d-highmem-60 .. 53.12 |============================ c3d-standard-30 . 52.08 |=========================== c3d-standard-60 . 55.38 |============================= n2d-highmem-32 .. 82.60 |=========================================== n2d-highmem-64 .. 101.71 |===================================================== n2d-standard-32 . 71.73 |===================================== n2d-standard-64 . 99.36 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q53 Seconds < Lower Is Better c2d-highmem-32 .. 55.95 |================================= c2d-highmem-56 .. 52.99 |=============================== c2d-standard-32 . 57.99 |================================== c2d-standard-56 . 54.46 |================================ c3d-highmem-30 .. 51.67 |============================== c3d-highmem-60 .. 50.32 |============================= c3d-standard-30 . 51.57 |============================== c3d-standard-60 . 50.22 |============================= n2d-highmem-32 .. 77.61 |============================================= n2d-highmem-64 .. 92.59 |====================================================== n2d-standard-32 . 70.31 |========================================= n2d-standard-64 . 85.43 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q55 Seconds < Lower Is Better c2d-highmem-32 .. 54.31 |============================= c2d-highmem-56 .. 52.90 |============================= c2d-standard-32 . 61.43 |================================= c2d-standard-56 . 52.66 |============================ c3d-highmem-30 .. 50.96 |============================ c3d-highmem-60 .. 50.12 |=========================== c3d-standard-30 . 50.30 |=========================== c3d-standard-60 . 51.15 |============================ n2d-highmem-32 .. 72.11 |======================================= n2d-highmem-64 .. 99.82 |====================================================== n2d-standard-32 . 70.04 |====================================== n2d-standard-64 . 88.94 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q59 Seconds < Lower Is Better c2d-highmem-32 .. 141.60 |================================= c2d-highmem-56 .. 136.15 |================================ c2d-standard-32 . 141.96 |================================= c2d-standard-56 . 133.65 |=============================== c3d-highmem-30 .. 133.58 |=============================== c3d-highmem-60 .. 129.93 |============================== c3d-standard-30 . 131.74 |=============================== c3d-standard-60 . 127.55 |============================== n2d-highmem-32 .. 194.71 |============================================== n2d-highmem-64 .. 226.59 |===================================================== n2d-standard-32 . 177.66 |========================================== n2d-standard-64 . 212.11 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q61 Seconds < Lower Is Better c2d-highmem-32 .. 128.24 |================================= c2d-highmem-56 .. 117.83 |============================== c2d-standard-32 . 165.85 |========================================== c2d-standard-56 . 116.76 |============================== c3d-highmem-30 .. 144.54 |===================================== c3d-highmem-60 .. 113.87 |============================= c3d-standard-30 . 141.89 |==================================== c3d-standard-60 . 114.27 |============================= n2d-highmem-32 .. 171.09 |=========================================== n2d-highmem-64 .. 208.62 |===================================================== n2d-standard-32 . 169.69 |=========================================== n2d-standard-64 . 195.06 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q62 Seconds < Lower Is Better c2d-highmem-32 .. 34.29 |================================== c2d-highmem-56 .. 31.49 |=============================== c2d-standard-32 . 33.54 |================================= c2d-standard-56 . 31.38 |=============================== c3d-highmem-30 .. 32.00 |================================ c3d-highmem-60 .. 29.91 |============================== c3d-standard-30 . 32.80 |================================ c3d-standard-60 . 29.76 |============================= n2d-highmem-32 .. 45.26 |============================================= n2d-highmem-64 .. 54.64 |====================================================== n2d-standard-32 . 40.97 |======================================== n2d-standard-64 . 49.07 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q63 Seconds < Lower Is Better c2d-highmem-32 .. 55.30 |================================= c2d-highmem-56 .. 54.34 |================================ c2d-standard-32 . 58.89 |=================================== c2d-standard-56 . 54.26 |================================ c3d-highmem-30 .. 50.51 |============================== c3d-highmem-60 .. 51.42 |=============================== c3d-standard-30 . 51.02 |============================== c3d-standard-60 . 49.68 |============================== n2d-highmem-32 .. 75.36 |============================================= n2d-highmem-64 .. 90.67 |====================================================== n2d-standard-32 . 67.88 |======================================== n2d-standard-64 . 83.42 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q68 Seconds < Lower Is Better c2d-highmem-32 .. 6.15 |============================= c2d-highmem-56 .. 6.74 |================================ c2d-standard-32 . 6.06 |============================= c2d-standard-56 . 6.50 |=============================== c3d-highmem-30 .. 5.88 |============================ c3d-highmem-60 .. 6.48 |=============================== c3d-standard-30 . 6.41 |============================== c3d-standard-60 . 6.37 |============================== n2d-highmem-32 .. 8.12 |====================================== n2d-highmem-64 .. 11.46 |====================================================== n2d-standard-32 . 7.26 |================================== n2d-standard-64 . 11.30 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q70 Seconds < Lower Is Better c2d-highmem-32 .. 122.89 |================================================ c2d-highmem-56 .. 68.26 |========================== c2d-standard-32 . 136.69 |===================================================== c2d-standard-56 . 108.46 |========================================== c3d-highmem-30 .. 86.32 |================================= c3d-highmem-60 .. 63.53 |========================= c3d-standard-30 . 90.99 |=================================== c3d-standard-60 . 75.35 |============================= n2d-highmem-32 .. 100.09 |======================================= n2d-highmem-64 .. 104.73 |========================================= n2d-standard-32 . 99.69 |======================================= n2d-standard-64 . 96.93 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q73 Seconds < Lower Is Better c2d-highmem-32 .. 40.53 |==================================== c2d-highmem-56 .. 35.73 |================================ c2d-standard-32 . 41.61 |===================================== c2d-standard-56 . 34.21 |============================== c3d-highmem-30 .. 38.04 |================================== c3d-highmem-60 .. 31.86 |============================ c3d-standard-30 . 39.01 |=================================== c3d-standard-60 . 33.36 |============================== n2d-highmem-32 .. 50.96 |============================================= n2d-highmem-64 .. 60.78 |====================================================== n2d-standard-32 . 48.74 |=========================================== n2d-standard-64 . 55.83 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q79 Seconds < Lower Is Better c2d-highmem-32 .. 104.37 |======================================== c2d-highmem-56 .. 91.60 |=================================== c2d-standard-32 . 138.25 |===================================================== c2d-standard-56 . 92.37 |=================================== c3d-highmem-30 .. 97.59 |===================================== c3d-highmem-60 .. 87.64 |================================== c3d-standard-30 . 102.76 |======================================= c3d-standard-60 . 88.54 |================================== n2d-highmem-32 .. 135.94 |==================================================== n2d-standard-32 . 130.70 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q82 Seconds < Lower Is Better c2d-highmem-32 .. 43.18 |================================ c2d-highmem-56 .. 31.40 |======================== c2d-standard-32 . 56.19 |========================================== c2d-standard-56 . 71.94 |====================================================== c3d-highmem-30 .. 36.92 |============================ c3d-highmem-60 .. 29.97 |====================== c3d-standard-30 . 41.62 |=============================== c3d-standard-60 . 39.50 |============================== n2d-highmem-32 .. 47.33 |==================================== n2d-highmem-64 .. 59.49 |============================================= n2d-standard-32 . 44.17 |================================= n2d-standard-64 . 56.60 |========================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q83 Seconds < Lower Is Better c2d-highmem-32 .. 32.51 |===================================== c2d-highmem-56 .. 32.42 |==================================== c2d-standard-32 . 34.00 |====================================== c2d-standard-56 . 34.04 |====================================== c3d-highmem-30 .. 25.10 |============================ c3d-highmem-60 .. 26.02 |============================= c3d-standard-30 . 25.04 |============================ c3d-standard-60 . 26.39 |============================== n2d-highmem-32 .. 36.03 |========================================= n2d-highmem-64 .. 48.00 |====================================================== n2d-standard-32 . 34.55 |======================================= n2d-standard-64 . 43.20 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q84 Seconds < Lower Is Better c2d-highmem-32 .. 27.57 |================================= c2d-highmem-56 .. 24.64 |============================= c2d-standard-32 . 27.80 |================================= c2d-standard-56 . 25.08 |============================== c3d-highmem-30 .. 26.29 |=============================== c3d-highmem-60 .. 23.30 |============================ c3d-standard-30 . 27.17 |================================ c3d-standard-60 . 23.51 |============================ n2d-highmem-32 .. 37.48 |============================================= n2d-highmem-64 .. 45.46 |====================================================== n2d-standard-32 . 33.52 |======================================== n2d-standard-64 . 37.65 |============================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q85 Seconds < Lower Is Better c2d-highmem-32 .. 74.13 |====================================================== c2d-highmem-56 .. 49.65 |==================================== c2d-standard-32 . 72.70 |===================================================== c2d-standard-56 . 72.53 |===================================================== c3d-highmem-30 .. 47.54 |=================================== c3d-highmem-60 .. 45.06 |================================= c3d-standard-30 . 47.09 |================================== c3d-standard-60 . 47.84 |=================================== n2d-highmem-32 .. 66.99 |================================================= n2d-standard-32 . 60.10 |============================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q86 Seconds < Lower Is Better c2d-highmem-32 .. 26.06 |=============================== c2d-highmem-56 .. 23.83 |============================= c2d-standard-32 . 26.36 |================================ c2d-standard-56 . 24.62 |============================== c3d-highmem-30 .. 23.76 |============================= c3d-highmem-60 .. 23.09 |============================ c3d-standard-30 . 24.53 |============================== c3d-standard-60 . 23.45 |============================ n2d-highmem-32 .. 34.06 |========================================= n2d-highmem-64 .. 44.81 |====================================================== n2d-standard-32 . 33.61 |========================================= n2d-standard-64 . 40.60 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q88 Seconds < Lower Is Better c2d-highmem-32 .. 157.13 |============================================= c2d-highmem-56 .. 95.93 |============================ c2d-standard-32 . 160.81 |============================================== c2d-standard-56 . 101.01 |============================= c3d-highmem-30 .. 157.65 |============================================= c3d-highmem-60 .. 88.75 |========================== c3d-standard-30 . 156.49 |============================================= c3d-standard-60 . 89.17 |========================== n2d-highmem-32 .. 181.47 |==================================================== n2d-highmem-64 .. 118.64 |================================== n2d-standard-32 . 183.89 |===================================================== n2d-standard-64 . 113.57 |================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q89 Seconds < Lower Is Better c2d-highmem-32 .. 80.02 |=================================== c2d-highmem-56 .. 71.51 |=============================== c2d-standard-32 . 82.50 |==================================== c2d-standard-56 . 72.11 |=============================== c3d-highmem-30 .. 69.70 |============================== c3d-highmem-60 .. 67.58 |============================= c3d-standard-30 . 72.57 |=============================== c3d-standard-60 . 68.06 |============================= n2d-highmem-32 .. 106.31 |============================================== n2d-highmem-64 .. 122.80 |===================================================== n2d-standard-32 . 94.57 |========================================= n2d-standard-64 . 115.49 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q90 Seconds < Lower Is Better c2d-highmem-32 .. 12.71 |==================================== c2d-highmem-56 .. 10.69 |=============================== c2d-standard-32 . 18.88 |====================================================== c2d-standard-56 . 11.54 |================================= c3d-highmem-30 .. 12.91 |===================================== c3d-highmem-60 .. 9.01 |========================== c3d-standard-30 . 13.33 |====================================== c3d-standard-60 . 9.44 |=========================== n2d-highmem-32 .. 16.76 |================================================ n2d-highmem-64 .. 14.54 |========================================== n2d-standard-32 . 15.44 |============================================ n2d-standard-64 . 13.29 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q91 Seconds < Lower Is Better c2d-highmem-32 .. 30.40 |===================================================== c2d-highmem-56 .. 23.18 |======================================== c2d-standard-32 . 30.89 |====================================================== c2d-standard-56 . 23.33 |======================================== c3d-highmem-30 .. 19.86 |================================== c3d-highmem-60 .. 16.97 |============================= c3d-standard-30 . 16.91 |============================= c3d-standard-60 . 17.71 |=============================== n2d-highmem-32 .. 26.39 |============================================== n2d-highmem-64 .. 31.15 |====================================================== n2d-standard-32 . 25.02 |=========================================== n2d-standard-64 . 26.63 |============================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q92 Seconds < Lower Is Better c2d-highmem-32 .. 37.03 |=========================================== c2d-highmem-56 .. 24.04 |============================ c2d-standard-32 . 43.51 |=================================================== c2d-standard-56 . 31.24 |==================================== c3d-highmem-30 .. 26.64 |=============================== c3d-highmem-60 .. 23.22 |=========================== c3d-standard-30 . 24.25 |============================ c3d-standard-60 . 23.34 |=========================== n2d-highmem-32 .. 32.78 |====================================== n2d-highmem-64 .. 46.32 |====================================================== n2d-standard-32 . 34.93 |========================================= n2d-standard-64 . 40.45 |=============================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q94 Seconds < Lower Is Better c2d-highmem-32 .. 95.50 |====================================================== c2d-highmem-56 .. 90.70 |=================================================== c2d-standard-32 . 95.36 |====================================================== c2d-standard-56 . 92.46 |==================================================== c3d-highmem-30 .. 66.84 |====================================== c3d-highmem-60 .. 61.42 |=================================== c3d-standard-30 . 68.81 |======================================= c3d-standard-60 . 64.72 |===================================== n2d-highmem-32 .. 85.59 |================================================ n2d-highmem-64 .. 84.69 |================================================ n2d-standard-32 . 78.35 |============================================ n2d-standard-64 . 90.58 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q95 Seconds < Lower Is Better c2d-highmem-32 .. 47.29 |=============================== c2d-highmem-56 .. 43.58 |============================= c2d-standard-32 . 60.08 |======================================= c2d-standard-56 . 43.73 |============================= c3d-highmem-30 .. 54.05 |==================================== c3d-highmem-60 .. 42.48 |============================ c3d-standard-30 . 47.83 |=============================== c3d-standard-60 . 42.66 |============================ n2d-highmem-32 .. 65.24 |=========================================== n2d-highmem-64 .. 82.20 |====================================================== n2d-standard-32 . 64.03 |========================================== n2d-standard-64 . 73.34 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q96 Seconds < Lower Is Better c2d-highmem-32 .. 26.71 |================================================== c2d-highmem-56 .. 17.44 |================================= c2d-standard-32 . 24.99 |=============================================== c2d-standard-56 . 23.88 |============================================= c3d-highmem-30 .. 23.51 |============================================ c3d-highmem-60 .. 14.33 |=========================== c3d-standard-30 . 25.03 |=============================================== c3d-standard-60 . 14.94 |============================ n2d-highmem-32 .. 28.75 |====================================================== n2d-highmem-64 .. 23.33 |============================================ n2d-standard-32 . 28.66 |====================================================== n2d-standard-64 . 21.87 |========================================= Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q98 Seconds < Lower Is Better c2d-highmem-32 .. 3.53 |======================================= c2d-highmem-56 .. 3.51 |====================================== c2d-standard-32 . 3.54 |======================================= c2d-standard-56 . 3.55 |======================================= c3d-highmem-30 .. 3.33 |==================================== c3d-highmem-60 .. 3.37 |===================================== c3d-standard-30 . 3.35 |===================================== c3d-standard-60 . 3.37 |===================================== n2d-highmem-32 .. 5.02 |======================================================= n2d-highmem-64 .. 4.74 |==================================================== n2d-standard-32 . 4.12 |============================================= n2d-standard-64 . 4.95 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q06 Seconds < Lower Is Better c2d-highmem-32 .. 13.55 |========================================== c2d-highmem-56 .. 11.97 |====================================== c2d-standard-32 . 13.57 |=========================================== c2d-standard-56 . 12.35 |======================================= c3d-highmem-30 .. 12.54 |======================================= c3d-standard-30 . 12.55 |======================================= n2d-highmem-32 .. 17.22 |====================================================== n2d-standard-32 . 16.59 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q93 Seconds < Lower Is Better c2d-highmem-32 .. 22.03 |=========================================== c2d-highmem-56 .. 19.11 |===================================== c2d-standard-32 . 21.64 |========================================== c2d-standard-56 . 19.05 |===================================== c3d-highmem-30 .. 20.21 |======================================== c3d-standard-30 . 20.86 |========================================= n2d-highmem-32 .. 27.59 |====================================================== n2d-standard-32 . 27.42 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q78 Seconds < Lower Is Better c2d-highmem-32 .. 37.53 |============================================ c2d-highmem-56 .. 32.24 |====================================== c2d-standard-32 . 38.03 |============================================= c2d-standard-56 . 31.22 |===================================== c3d-highmem-30 .. 35.94 |========================================== c3d-standard-30 . 35.84 |========================================== n2d-highmem-32 .. 46.03 |====================================================== n2d-standard-32 . 46.02 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q23 Seconds < Lower Is Better c2d-highmem-32 .. 52.14 |============================================ c2d-highmem-56 .. 47.36 |======================================== c2d-standard-32 . 52.16 |============================================ c2d-standard-56 . 43.35 |==================================== c3d-highmem-30 .. 49.66 |========================================== c3d-standard-30 . 48.27 |======================================== n2d-highmem-32 .. 64.40 |====================================================== n2d-standard-32 . 62.13 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q74 Seconds < Lower Is Better c2d-highmem-32 .. 25.67 |============================================ c2d-standard-32 . 25.22 |=========================================== c2d-standard-56 . 24.46 |========================================== c3d-highmem-30 .. 22.95 |======================================= c3d-standard-30 . 23.70 |======================================== n2d-highmem-32 .. 31.77 |====================================================== n2d-standard-32 . 31.15 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q45 Seconds < Lower Is Better c2d-highmem-32 .. 44.48 |============================================= c2d-standard-32 . 43.55 |============================================ c2d-standard-56 . 45.11 |============================================= c3d-highmem-30 .. 40.32 |========================================= c3d-standard-30 . 42.32 |=========================================== n2d-highmem-32 .. 52.55 |===================================================== n2d-standard-32 . 53.74 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q01 Seconds < Lower Is Better c2d-highmem-32 .. 48.38 |========================================= c2d-standard-32 . 48.02 |========================================= c2d-standard-56 . 44.90 |====================================== c3d-highmem-30 .. 43.34 |===================================== c3d-standard-30 . 44.08 |====================================== n2d-highmem-32 .. 63.46 |====================================================== n2d-standard-32 . 56.81 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q06 Seconds < Lower Is Better c2d-highmem-32 .. 76.11 |======================================= c2d-standard-32 . 78.29 |======================================== c2d-standard-56 . 74.53 |====================================== c3d-highmem-30 .. 70.68 |==================================== c3d-standard-30 . 75.40 |====================================== n2d-highmem-32 .. 104.43 |===================================================== n2d-standard-32 . 93.61 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q45 Seconds < Lower Is Better c2d-highmem-32 .. 44.15 |======================================= c2d-standard-32 . 45.89 |======================================== c2d-standard-56 . 46.36 |========================================= c3d-highmem-30 .. 41.39 |==================================== c3d-standard-30 . 43.34 |====================================== n2d-highmem-32 .. 61.51 |====================================================== n2d-standard-32 . 54.46 |================================================ Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q80 Seconds < Lower Is Better c2d-highmem-32 .. 34.68 |============================================ c2d-highmem-56 .. 30.23 |======================================= c2d-standard-32 . 33.66 |=========================================== c3d-highmem-30 .. 32.39 |========================================= c3d-standard-30 . 33.23 |========================================== n2d-highmem-32 .. 42.40 |====================================================== n2d-standard-32 . 41.59 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q04 Seconds < Lower Is Better c2d-highmem-32 .. 38.37 |======================================== c2d-standard-32 . 40.43 |========================================== c3d-highmem-30 .. 36.22 |====================================== c3d-standard-30 . 37.54 |======================================= n2d-highmem-32 .. 51.42 |====================================================== n2d-standard-32 . 47.67 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q11 Seconds < Lower Is Better c2d-highmem-32 .. 28.96 |========================================== c3d-highmem-30 .. 26.73 |======================================= c3d-standard-30 . 26.69 |======================================= n2d-highmem-32 .. 34.68 |================================================== n2d-standard-32 . 37.34 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q17 Seconds < Lower Is Better c2d-highmem-32 .. 27.40 |========================================= c2d-standard-32 . 27.71 |========================================= c3d-highmem-30 .. 25.96 |======================================= c3d-standard-30 . 27.03 |======================================== n2d-highmem-32 .. 36.29 |====================================================== n2d-standard-32 . 33.23 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q24 Seconds < Lower Is Better c2d-highmem-32 .. 15.47 |=========================================== c2d-standard-32 . 15.60 |============================================ c3d-highmem-30 .. 14.07 |======================================= c3d-standard-30 . 14.19 |======================================== n2d-highmem-32 .. 19.26 |====================================================== n2d-standard-32 . 18.39 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q29 Seconds < Lower Is Better c2d-highmem-32 .. 27.59 |============================================ c2d-standard-32 . 27.77 |============================================ c3d-highmem-30 .. 26.07 |========================================= c3d-standard-30 . 26.33 |========================================== n2d-highmem-32 .. 33.98 |====================================================== n2d-standard-32 . 32.64 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q67 Seconds < Lower Is Better c2d-highmem-32 .. 44.42 |============================================ c2d-standard-32 . 44.52 |============================================ c3d-highmem-30 .. 44.88 |============================================ c3d-standard-30 . 44.48 |============================================ n2d-highmem-32 .. 52.89 |==================================================== n2d-standard-32 . 54.89 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q25 Seconds < Lower Is Better c2d-highmem-32 .. 27.67 |=========================================== c2d-standard-32 . 27.85 |=========================================== c3d-highmem-30 .. 25.61 |======================================== c3d-standard-30 . 27.06 |========================================== n2d-highmem-32 .. 34.83 |====================================================== n2d-standard-32 . 32.83 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q50 Seconds < Lower Is Better c2d-highmem-32 .. 15.23 |=========================================== c2d-standard-32 . 15.18 |=========================================== c3d-highmem-30 .. 14.62 |========================================= c3d-standard-30 . 14.74 |========================================== n2d-highmem-32 .. 19.12 |====================================================== n2d-standard-32 . 18.58 |==================================================== Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q72 Seconds < Lower Is Better c2d-highmem-32 .. 74.26 |================================================ c2d-standard-32 . 73.59 |=============================================== c3d-highmem-30 .. 68.53 |============================================ c3d-standard-30 . 69.10 |============================================= n2d-highmem-32 .. 83.77 |====================================================== n2d-standard-32 . 83.15 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q01 Seconds < Lower Is Better c2d-highmem-32 .. 48.65 |============================================= c2d-standard-32 . 48.31 |============================================= c3d-highmem-30 .. 42.96 |======================================== c3d-standard-30 . 43.92 |========================================= n2d-highmem-32 .. 57.29 |===================================================== n2d-standard-32 . 58.27 |====================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q18 Seconds < Lower Is Better c2d-highmem-32 .. 165.44 |===================================================== c2d-standard-32 . 155.36 |================================================== c3d-highmem-30 .. 88.66 |============================ c3d-standard-30 . 79.43 |========================= n2d-highmem-32 .. 99.27 |================================ n2d-standard-32 . 98.33 |================================ Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q31 Seconds < Lower Is Better c3d-highmem-30 .. 300.21 |=================================================== c3d-standard-30 . 312.38 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q40 Seconds < Lower Is Better c2d-highmem-32 .. 58.20 |=================================================== c2d-standard-32 . 61.95 |====================================================== c3d-highmem-30 .. 46.99 |========================================= c3d-standard-30 . 45.33 |======================================== n2d-highmem-32 .. 55.22 |================================================ n2d-standard-32 . 61.34 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q51 Seconds < Lower Is Better c2d-highmem-32 .. 223.14 |========================================= c2d-standard-32 . 241.95 |============================================ c3d-highmem-30 .. 227.96 |========================================= c3d-standard-30 . 231.04 |========================================== n2d-highmem-32 .. 291.69 |===================================================== n2d-standard-32 . 278.97 |=================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q60 Seconds < Lower Is Better c2d-highmem-32 .. 138.11 |============================ c2d-standard-32 . 259.72 |===================================================== c3d-highmem-30 .. 116.63 |======================== c3d-standard-30 . 155.24 |================================ n2d-highmem-32 .. 155.79 |================================ n2d-standard-32 . 186.79 |====================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q65 Seconds < Lower Is Better c2d-highmem-32 .. 337.02 |========================================= c2d-standard-32 . 375.15 |============================================== c3d-highmem-30 .. 381.94 |=============================================== c3d-standard-30 . 337.22 |========================================= n2d-highmem-32 .. 393.15 |================================================ n2d-standard-32 . 431.16 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q17 Seconds < Lower Is Better c2d-highmem-32 .. 233.41 |==================================================== c2d-standard-32 . 237.26 |===================================================== c3d-highmem-30 .. 186.70 |========================================== c3d-standard-30 . 181.14 |======================================== n2d-highmem-32 .. 215.32 |================================================ n2d-standard-32 . 236.28 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q25 Seconds < Lower Is Better c2d-highmem-32 .. 229.33 |============================================ c2d-standard-32 . 279.18 |===================================================== c3d-highmem-30 .. 194.65 |===================================== c3d-standard-30 . 190.95 |==================================== n2d-highmem-32 .. 220.11 |========================================== n2d-standard-32 . 229.10 |=========================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q54 Seconds < Lower Is Better c2d-standard-32 . 168.75 |===================================================== c3d-highmem-30 .. 122.81 |======================================= c3d-standard-30 . 134.24 |========================================== n2d-highmem-32 .. 162.73 |=================================================== n2d-standard-32 . 156.77 |================================================= Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q72 Seconds < Lower Is Better c2d-highmem-32 .. 169.74 |================================================ c3d-standard-30 . 151.39 |=========================================== n2d-highmem-32 .. 173.97 |================================================= n2d-standard-32 . 186.61 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q15 Seconds < Lower Is Better c2d-highmem-32 .. 48.78 |====================================================== c2d-standard-32 . 47.84 |===================================================== c3d-standard-30 . 35.22 |======================================= n2d-highmem-32 .. 42.64 |=============================================== n2d-standard-32 . 45.47 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q51 Seconds < Lower Is Better c2d-highmem-32 .. 216.10 |======================================== c2d-standard-32 . 232.03 |=========================================== c3d-highmem-30 .. 218.30 |======================================== c3d-standard-30 . 226.69 |========================================== n2d-highmem-32 .. 285.88 |===================================================== n2d-standard-32 . 270.89 |================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q31 Seconds < Lower Is Better c3d-standard-30 . 318.67 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q65 Seconds < Lower Is Better c2d-highmem-32 .. 330.64 |====================================== c2d-standard-32 . 357.63 |========================================== c3d-highmem-30 .. 345.35 |======================================== c3d-standard-30 . 343.58 |======================================== n2d-highmem-32 .. 417.34 |================================================= n2d-standard-32 . 455.89 |===================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q81 Seconds < Lower Is Better n2d-standard-32 . 89.93 |======================================================