SPEC Cloud IaaS 2018 Benchmark
Copyright © 2018 Standard Performance Evaluation Corporation
Cloud Vendor: Douzone Bizone Co., Ltd.
Cloud Type / SUT Type: private/whitebox
Hardware Platform: LENOVO HX3321
Hypervisor: AHV
Cloud Infrastructure: NUTANIX V6.5.4		 Replicated Application Instances: 39 copies
        Performance Score: 52.6
        Relative Scalability: 87.5%
        Mean Instance Provisioning Time: 26.972332015810277s
Tested by: Telecommunications Technology Association SPEC Licence Number : 999 Test Date : Nov 16, 2023
Performance Sections
Performance Summary
Performance Details
Validation, Errors, and Issues
Glossary of Terms		 SUT Configuration Sections
Instance Configuration
Cloud Configuration
Network Configuration
Storage Configuration		 Scale-out Phase Date/Time and Test Region
Scale-out Start Time: 2023-12-05_05:43:30_UTC
Scale-out End Time: 2023-12-05_08:06:56_UTC
Test Region: Korea Standard Time Zone (KST)
Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 253
Reference ID: MyExpID12050303

Performance Summary

Baseline Summary Results for YCSB
Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) AI Provisioning Time (s)
Average 49684.2 1.690 1.998 125.4

Baseline Summary Results for KMeans
Completion Time (s) AI Provisioning Time (s)
Average 93.52 108.0

Scale-out Summary Results for YCSB for 19 Valid AIs
Av. Throughput (ops/s) Av. Insert Latency 99% (ms) Av. Read Latency 99% (ms) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
48050.3 2.301 2.849 132.8 27.29 86.80

Scale-out Summary Results for KMeans for 20 Valid AIs
Av. Completion Time (s) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
107.8 126.4 25.29 88.19

YCSB Summary Results by AI
AI name Run count Run codes Av. Throughput (ops/s) Av. Insert Latency 99% (ms) Av. Read Latency 99% (ms) AI. Provisioning time (s) AI. Prov. Initiated from Scale-out Start (s)
ai_1 54 0 50116.6 1.834 2.203 124.0 3.0
ai_4 52 0 52228.7 1.838 2.163 125.0 444.0
ai_5 48 0 49589.5 2.088 2.555 124.0 753.0
ai_7 47 0 51920.4 1.771 2.120 128.0 1209.0
ai_10 43 0 50617.7 1.842 2.298 130.0 1603.0
ai_12 40 0 51005.6 2.135 2.633 127.0 2155.0
ai_13 35 0 48296.3 2.031 2.406 128.0 2541.0
ai_16 34 0 49596.3 2.336 2.888 134.0 3032.0
ai_19 31 0 52495.2 1.981 2.419 131.0 3617.0
ai_20 28 0 50184.9 2.416 2.881 133.0 3949.0
ai_23 25 0 50557.9 2.121 2.544 131.0 4490.0
ai_24 21 0 48175.5 2.503 3.051 137.0 4911.0
ai_26 19 0 47144.4 2.614 3.222 132.0 5358.0
ai_28 16 0 47089.4 1.976 2.418 134.0 5672.0
ai_30 12 0 46050.2 2.204 2.832 137.0 6269.0
ai_32 9 0 41180.5 3.036 3.865 140.0 6700.0
ai_34 7 0 46689.9 2.754 3.440 141.0 7107.0
ai_36 5 0 44759.9 2.268 2.987 142.0 7494.0
ai_38 1 0 35256.3 3.967 5.199 145.0 8079.0

KMeans Summary Results by AI
AI name Run count Run code Av. Completion Time (s) Av. Provisioning time (s) AI. Prov. Initiated from Scale-out Start (s)
ai_2 62 0 99.89 101.0 10.0
ai_3 54 0 114.61 108.0 360.0
ai_6 56 0 101.71 112.0 794.0
ai_8 52 0 103.48 114.0 1209.0
ai_9 48 0 105.52 111.0 1573.0
ai_11 43 0 108.86 113.0 2073.0
ai_14 38 0 111.32 163.0 2571.0
ai_15 40 0 102.40 111.0 2893.0
ai_17 36 0 107.47 118.0 3229.0
ai_18 33 0 109.97 115.0 3569.0
ai_21 28 0 117.04 133.0 4087.0
ai_22 26 0 111.19 121.0 4425.0
ai_25 22 0 119.59 117.0 4948.0
ai_27 22 0 96.36 121.0 5543.0
ai_29 15 0 120.67 173.0 5962.0
ai_31 11 0 126.45 129.0 6533.0
ai_33 9 0 112.89 127.0 7015.0
ai_35 7 0 99.14 181.0 7392.0
ai_37 3 0 112.00 131.0 7931.0
ai_39 1 0 144.00 129.0 8274.0
ai_41 0 4 0 0.0 8586.0

Validation, Errors, and Issues

Glossary of "Run code":

Instance Configuration

Instance Configuration Hadoop Master
Parameter Value
instance_type_name None
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name instwkbase-kmean_2
Notes Nutanix does not have a floavor name.

Instance Configuration Hadoop Slave
Parameter Value
instance_type_name None
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name instwkbase-kmean_2
Notes Nutanix does not have a floavor name.

Instance Configuration YCSB
Parameter Value
instance_type_name None
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name instwkbase-ycsb_2
Notes Nutanix does not have a floavor name.

Instance Configuration Cassandra
Parameter Value
instance_type_name None
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name instwkbase-ycsb_2
Notes Nutanix does not have a floavor name.

Cloud Configuration

Cloud High Level Information and Availability
Parameter Value
Name NUTANIX
Type private
Sut_Type whitebox
Virtualized AHV
Manager_Protocol NUTANIX
Manager_Version V6.5.4
Hardware_Availability Jul-2023
Software/Service_Availability Jul-2023
Geographic_Distribution 1
Notes None

Cloud Under Test Software Levels
Parameter Value
Python_version 2.7.17
JVM_version 1.8.0_352
Hadoop_version 2.5.7
Cassandra_version 2.1.20
Notes None

Benchmark Harness Node
Parameter Value
Vendor LENOVO
Platform HX3321
CPU_Description Intel(R) Xeon(R) Gold 6230R CPU @2.10GHz
CPU_Frequency_MHz 2100
RAM_Memory 16 GB
Local_Storage 40GB
Quantity 1
Availability_Date Jul-2023
OS_Version Ubuntu 18.04.6 LTS
OS_Availability_Date Jul-2023
Network_Adapter_1 1 x virtio network device
Network_Adapter_2 None
Network_port_type_1 10GBASE-T
Network_port_type_2 None
Network_speed_port_1 10 Gb/s
Network_speed_port_2 None
Notes The Harness node is a virtual machine.

Cloud Manager Node
Parameter Value
Hw_Vendor LENOVO
Hw_Platform HX3321
CPU_Type Intel(R) Xeon(R) Gold 6230R CPU @2.10GHz
CPU_Count 12
CPU_Cores_Per 1
CPU_Frequency_MHz 2100
RAM_Memory_GB 40
Primary_Cache_KB 26*32 KB I + 26*32 KB D per core, on chip
Secondary_Cache_KB 26*1 MB I+D per core, on chip
RAM_Memory_Type ECC DDR4 2933 MHz
Hw_Availability_Date Jul-2023
Local_Storage None
Quantity 12
Virtualized VM
Network_Adapter_1 1 x virtio netowrk device
Network_Adapter_2 None
Network_port_type_1 10GBASE-T
Network_port_type_2 None
Network_speed_port_1 10 Gb/s
Network_speed_port_2 None
OS_Version AOS 6.5.4 LTS
OS_Availability_Date Jul-2023
Notes Each control node (CVM) is a virtual node located in each HX3321.

Cloud Computes Nodes
Parameter Value
type 1_Compute_nodes 12
type 1_Hw_Vendor LENOVO
type 1_Hw_Platform HX3321
type 1_Quantity 12
type 1_CPU_Type Intel(R) Xeon(R) Gold 6230R CPU @2.10GHz
type 1_CPU_Count 2
type 1_CPU_Cores_Per 26
type 1_CPU_Frequency_MHz 2100
type 1_RAM_Memory_GB 768
type 1_Primary_Cache_KB 26*32 KB I + 26*32 KB D per core, on chip
type 1_Secondary_Cache_KB 26*1 MB I+D per core, on chip
type 1_RAM_Memory_Type ECC DDR4 2933 MHz
type 1_Hw_Availability_Date Jul-2023
type 1_Local_Storage 9.12 TiB (6 SSDs), non-RAID
type 1_Virtualized AHV
type 1_Network_Adapter_1 4x 10Gb LOM adapter
type 1_Network_Adapter_2 None
type 1_Network_port_type_1 10GBASE-T
type 1_Network_port_type_2 None
type 1_Network_speed_port_1 10 Gb/s
type 1_Network_speed_port_2 None
type 1_OS_Version AHV VERSION NUTANIX 20220304.441
type 1_OS_Availability_Date Jul-2023
type 1_Notes The OS version noted above is the version of Hypervisor of Nutanix

Cloud Network Information

Cloud Network Information
Parameter Value
network 1_Technology Ethernet
network 1_Protocol TCP/IP
network 1_Protocol_version IPv4
network 1_Speed_Mbps 10000 Mbps
network 1_Function data
network 1_Notes None

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter Value
Storage 1_Attach_Type network
Storage 1_Capacity 109.5 TiB
Storage 1_Technology SSD
Storage 1_Notes Each Storage is attached in locally in HX3321 but shared through network.

Performance Details

YCSB Detailed Results for Application Instance Runs
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_1 1 49782.2 1.971 2.689 57.00 0 0
2 50424.8 1.618 2.103 49.00 0 0
3 51517.2 1.593 1.930 49.00 0 0
4 49082.2 2.003 2.423 47.00 0 0
5 49761.8 1.877 2.235 49.00 0 0
6 51903.6 1.642 2.001 51.00 0 0
7 53470.2 1.840 1.989 49.00 0 0
8 51858.5 1.707 2.030 50.00 0 0
9 53259.5 1.878 2.145 48.00 0 0
10 50797.5 2.115 2.371 49.00 0 0
11 54030.0 1.666 1.905 48.00 0 0
12 54028.5 1.628 1.822 50.00 0 0
13 55524.7 1.593 1.878 48.00 0 0
14 53239.6 1.555 1.835 46.00 0 0
15 57129.0 1.421 1.725 48.00 0 0
16 51549.7 1.537 1.893 51.00 0 0
17 52920.6 1.553 1.918 54.00 0 0
18 53149.8 1.585 2.021 49.00 0 0
19 48499.5 1.906 2.419 48.00 0 0
20 48509.0 2.011 2.425 48.00 0 0
21 47156.5 2.129 2.437 53.00 0 0
22 47332.2 1.806 2.269 50.00 0 0
23 47258.4 2.239 2.765 54.00 0 0
24 49394.9 1.879 2.367 51.00 0 0
25 47413.6 1.948 2.315 51.00 0 0
26 51463.5 1.852 2.233 51.00 0 0
27 51323.5 1.925 2.207 54.00 0 0
28 52574.2 1.883 2.233 54.00 0 0
29 49449.9 1.866 2.267 53.00 0 0
30 53384.6 1.561 1.893 54.00 0 0
31 46853.8 2.087 2.463 51.00 0 0
32 50750.5 1.673 2.077 55.00 0 0
33 51222.9 1.709 2.059 51.00 0 0
34 50343.0 1.763 2.199 54.00 0 0
35 50104.6 1.963 2.305 52.00 0 0
36 50348.0 1.753 2.277 53.00 0 0
37 50974.2 1.743 2.041 54.00 0 0
38 50334.7 1.602 1.956 53.00 0 0
39 48573.2 1.686 2.073 55.00 0 0
40 50698.4 1.812 2.071 52.00 0 0
41 50001.9 1.688 2.101 55.00 0 0
42 49295.1 1.892 2.199 52.00 0 0
43 48560.2 2.079 2.403 54.00 0 0
44 48437.9 1.963 2.285 55.00 0 0
45 50116.5 1.862 2.231 56.00 0 0
46 48749.0 1.753 2.159 55.00 0 0
47 49183.6 1.899 2.279 54.00 0 0
48 46828.5 2.045 2.477 59.00 0 0
49 44216.0 2.155 2.529 58.00 0 0
50 46964.9 2.010 2.315 57.00 0 0
51 48664.8 1.984 2.349 56.00 0 0
52 45911.6 2.067 2.395 54.00 0 0
53 47768.6 2.022 2.393 61.00 0 0
54 44203.3 2.065 2.595 58.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_4 1 51769.9 1.631 2.301 54.00 0 0
2 51689.6 1.536 1.951 50.00 0 0
3 54420.3 1.522 1.900 52.00 0 0
4 52756.5 1.662 2.055 46.00 0 0
5 52712.0 1.538 1.833 51.00 0 0
6 50932.1 1.623 2.036 49.00 0 0
7 53677.6 1.430 1.805 47.00 0 0
8 55364.9 1.474 1.766 51.00 0 0
9 51184.9 1.739 1.979 52.00 0 0
10 53712.2 1.706 1.948 47.00 0 0
11 54671.7 1.534 1.783 48.00 0 0
12 55957.4 1.481 1.782 52.00 0 0
13 54303.6 1.549 1.796 50.00 0 0
14 52105.0 1.636 2.059 55.00 0 0
15 52983.6 1.616 1.981 51.00 0 0
16 52370.4 1.586 2.025 51.00 0 0
17 54168.2 1.555 2.046 48.00 0 0
18 55235.6 1.398 1.735 50.00 0 0
19 55182.3 1.767 2.191 50.00 0 0
20 55195.3 1.558 1.745 51.00 0 0
21 55154.2 1.559 1.736 49.00 0 0
22 57277.0 1.779 2.007 55.00 0 0
23 55332.7 1.636 1.862 48.00 0 0
24 55377.1 1.520 1.856 51.00 0 0
25 52503.8 1.746 2.004 49.00 0 0
26 56392.8 1.734 1.914 49.00 0 0
27 52545.2 1.591 1.887 50.00 0 0
28 51708.3 1.655 1.903 50.00 0 0
29 56020.1 1.626 1.864 51.00 0 0
30 55892.5 1.845 2.143 50.00 0 0
31 55154.9 1.509 1.806 49.00 0 0
32 50944.4 1.684 1.997 51.00 0 0
33 57335.3 1.929 2.030 49.00 0 0
34 53657.4 1.652 1.870 49.00 0 0
35 54841.8 1.517 1.784 49.00 0 0
36 52387.6 1.630 1.893 51.00 0 0
37 52215.9 1.622 1.892 53.00 0 0
38 54076.7 1.957 2.301 51.00 0 0
39 54418.1 1.805 1.964 50.00 0 0
40 53853.2 2.020 2.227 50.00 0 0
41 51910.3 1.914 2.333 52.00 0 0
42 50119.0 2.057 2.441 51.00 0 0
43 43799.1 2.773 3.209 54.00 0 0
44 45270.4 2.641 3.211 58.00 0 0
45 44411.4 2.695 3.191 59.00 0 0
46 46890.0 2.699 2.861 61.00 0 0
47 46374.1 2.601 2.987 60.00 0 0
48 42811.4 2.763 3.247 64.00 0 0
49 46791.3 2.487 2.839 61.00 0 0
50 45296.0 2.511 2.877 57.00 0 0
51 47132.6 2.523 2.905 62.00 0 0
52 47606.6 2.371 2.723 64.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_5 1 51839.0 1.855 2.705 50.00 0 0
2 52466.6 1.964 2.397 49.00 0 0
3 52324.5 1.998 2.479 52.00 0 0
4 50126.6 2.137 2.789 52.00 0 0
5 53973.8 1.673 2.021 52.00 0 0
6 53163.2 1.637 2.017 49.00 0 0
7 54004.4 1.818 2.157 48.00 0 0
8 54567.3 1.646 1.940 49.00 0 0
9 53020.2 1.781 2.119 51.00 0 0
10 52836.7 1.905 2.179 50.00 0 0
11 42303.9 3.373 5.031 50.00 0 0
12 52549.3 1.685 2.111 48.00 0 0
13 54397.3 1.643 2.161 53.00 0 0
14 51618.9 1.749 2.165 50.00 0 0
15 52526.5 1.986 2.305 53.00 0 0
16 49772.3 2.087 2.603 50.00 0 0
17 49576.1 2.121 2.671 55.00 0 0
18 51888.1 1.857 2.197 48.00 0 0
19 53027.2 1.892 2.249 51.00 0 0
20 52563.1 1.983 2.331 49.00 0 0
21 51406.6 2.251 2.729 50.00 0 0
22 47836.6 2.377 2.723 53.00 0 0
23 48027.9 2.237 2.729 59.00 0 0
24 47160.9 2.263 2.749 53.00 0 0
25 48188.1 2.267 2.787 56.00 0 0
26 46871.3 2.055 2.551 56.00 0 0
27 48627.5 1.995 2.545 52.00 0 0
28 46755.2 2.167 2.541 61.00 0 0
29 49575.5 1.914 2.373 58.00 0 0
30 48587.9 1.964 2.439 55.00 0 0
31 47974.9 2.018 2.483 56.00 0 0
32 50398.1 1.844 2.217 57.00 0 0
33 49661.1 1.922 2.335 53.00 0 0
34 50000.6 2.069 2.365 54.00 0 0
35 48400.4 2.095 2.573 56.00 0 0
36 49326.1 2.028 2.455 54.00 0 0
37 48861.5 2.177 2.607 56.00 0 0
38 46273.3 2.185 2.607 55.00 0 0
39 50461.1 2.127 2.501 56.00 0 0
40 49210.8 2.051 2.479 52.00 0 0
41 48023.2 2.013 2.375 52.00 0 0
42 44228.7 2.185 2.711 54.00 0 0
43 48159.1 2.293 2.937 53.00 0 0
44 49561.4 2.171 2.657 63.00 0 0
45 48423.2 2.011 2.419 57.00 0 0
46 45828.5 2.295 2.831 59.00 0 0
47 39438.0 3.407 4.039 59.00 0 0
48 44483.5 3.067 3.253 56.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_7 1 50914.6 1.793 2.425 54.00 0 0
2 52001.4 1.630 2.101 49.00 0 0
3 51062.7 1.537 1.937 46.00 0 0
4 53159.7 1.472 1.810 46.00 0 0
5 52429.4 1.592 1.909 50.00 0 0
6 54167.5 1.552 1.827 46.00 0 0
7 54256.4 1.667 1.943 48.00 0 0
8 44410.9 2.923 4.419 50.00 0 0
9 52872.3 1.532 1.927 50.00 0 0
10 52966.1 1.851 2.185 50.00 0 0
11 51021.1 1.642 2.279 47.00 0 0
12 54369.2 1.554 1.927 48.00 0 0
13 54458.1 1.497 1.876 49.00 0 0
14 53768.5 1.579 1.899 48.00 0 0
15 54035.8 1.628 1.879 48.00 0 0
16 53356.8 1.647 1.916 46.00 0 0
17 55066.8 1.495 1.822 48.00 0 0
18 56265.1 1.509 1.740 50.00 0 0
19 56305.5 1.437 1.739 47.00 0 0
20 54269.7 1.621 1.847 49.00 0 0
21 53958.5 1.557 1.867 45.00 0 0
22 56835.9 1.593 1.812 48.00 0 0
23 58172.5 1.714 1.966 48.00 0 0
24 55698.7 1.748 1.952 50.00 0 0
25 53358.9 1.538 1.817 48.00 0 0
26 51923.1 1.597 1.941 47.00 0 0
27 53841.6 1.795 2.079 55.00 0 0
28 55550.2 1.641 1.913 52.00 0 0
29 51372.9 1.791 2.169 59.00 0 0
30 49945.1 2.105 2.277 52.00 0 0
31 50744.7 1.778 2.145 53.00 0 0
32 50205.2 1.852 2.119 51.00 0 0
33 50679.1 1.871 2.189 55.00 0 0
34 49062.9 2.123 2.379 57.00 0 0
35 47909.4 1.933 2.283 55.00 0 0
36 47638.3 1.927 2.271 54.00 0 0
37 51211.1 1.881 2.131 57.00 0 0
38 52440.4 1.637 1.898 56.00 0 0
39 51823.5 1.742 2.055 57.00 0 0
40 49210.2 2.181 2.357 52.00 0 0
41 49111.7 1.937 2.229 57.00 0 0
42 47845.7 1.933 2.313 56.00 0 0
43 49152.1 1.974 2.333 61.00 0 0
44 47902.5 2.063 2.505 58.00 0 0
45 49081.0 1.968 2.403 63.00 0 0
46 47330.0 2.151 2.381 59.00 0 0
47 47096.5 2.063 2.463 62.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_10 1 47003.0 1.937 2.719 56.00 0 0
2 52768.4 1.781 2.305 51.00 0 0
3 51990.6 1.570 2.000 54.00 0 0
4 51367.0 1.768 2.375 51.00 0 0
5 48754.3 2.167 2.951 50.00 0 0
6 51255.1 1.659 2.229 55.00 0 0
7 50978.1 1.937 2.619 52.00 0 0
8 52429.4 1.491 1.901 47.00 0 0
9 54021.2 1.464 1.857 48.00 0 0
10 52360.8 1.955 2.411 51.00 0 0
11 53671.8 1.715 2.139 52.00 0 0
12 53120.8 1.507 1.953 51.00 0 0
13 53571.2 1.906 2.377 50.00 0 0
14 51178.4 1.893 2.425 52.00 0 0
15 52641.3 1.968 2.477 53.00 0 0
16 52513.4 1.838 2.221 51.00 0 0
17 48205.5 1.889 2.397 50.00 0 0
18 52534.1 1.659 2.089 54.00 0 0
19 51601.6 1.629 1.974 51.00 0 0
20 52416.4 1.905 2.283 50.00 0 0
21 51513.9 1.927 2.377 53.00 0 0
22 51899.5 1.770 2.179 51.00 0 0
23 52620.5 1.741 2.173 51.00 0 0
24 53212.7 1.760 2.247 50.00 0 0
25 50998.3 1.665 1.957 52.00 0 0
26 50360.1 1.697 2.055 53.00 0 0
27 54362.6 1.606 1.913 51.00 0 0
28 53407.4 1.751 2.187 54.00 0 0
29 52185.3 1.753 2.095 52.00 0 0
30 52502.4 1.866 2.415 51.00 0 0
31 48723.4 1.882 2.319 52.00 0 0
32 52354.0 1.951 2.413 54.00 0 0
33 50801.4 1.757 2.107 57.00 0 0
34 48473.1 1.849 2.293 57.00 0 0
35 41887.4 2.305 2.751 59.00 0 0
36 49104.5 1.905 2.319 59.00 0 0
37 50524.8 1.839 2.245 56.00 0 0
38 42878.4 2.181 2.569 70.00 0 0
39 48734.7 1.945 2.301 60.00 0 0
40 48135.4 1.903 2.339 64.00 0 0
41 50916.5 2.028 2.387 61.00 0 0
42 42534.6 2.315 2.889 67.00 0 0
43 44046.6 2.165 2.575 55.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_12 1 54179.3 2.063 3.045 52.00 0 0
2 42272.1 3.597 5.487 56.00 0 0
3 50912.6 2.257 2.889 46.00 0 0
4 49393.7 2.047 2.771 52.00 0 0
5 48921.9 2.051 2.755 49.00 0 0
6 54521.9 1.937 2.481 49.00 0 0
7 54562.1 1.956 2.443 51.00 0 0
8 57230.3 1.713 2.127 45.00 0 0
9 56115.9 1.748 2.163 46.00 0 0
10 57941.6 1.781 2.151 46.00 0 0
11 54168.2 1.844 2.297 48.00 0 0
12 45571.1 2.099 2.619 47.00 0 0
13 55188.4 1.765 2.043 49.00 0 0
14 58739.7 1.738 2.075 55.00 0 0
15 57036.1 2.026 2.243 53.00 0 0
16 58706.1 1.894 2.091 53.00 0 0
17 55140.5 1.973 2.337 49.00 0 0
18 52414.3 2.002 2.577 48.00 0 0
19 52846.4 1.943 2.333 53.00 0 0
20 55601.9 1.666 2.079 52.00 0 0
21 55004.7 1.904 2.249 51.00 0 0
22 48530.7 2.457 2.781 51.00 0 0
23 54158.0 1.949 2.317 58.00 0 0
24 50631.6 1.908 2.301 49.00 0 0
25 52509.3 2.081 2.429 56.00 0 0
26 50991.8 1.971 2.465 50.00 0 0
27 52501.7 2.030 2.423 55.00 0 0
28 45367.9 2.529 3.041 53.00 0 0
29 47405.7 2.439 2.935 57.00 0 0
30 46122.3 2.225 2.909 61.00 0 0
31 50579.1 2.111 2.513 57.00 0 0
32 45027.8 2.701 3.267 56.00 0 0
33 45382.3 2.339 2.719 60.00 0 0
34 44223.8 2.451 2.983 57.00 0 0
35 47318.2 2.163 2.625 55.00 0 0
36 47406.8 2.455 2.855 52.00 0 0
37 48146.9 2.171 2.667 54.00 0 0
38 47999.6 2.267 2.577 55.00 0 0
39 45679.8 2.527 3.107 59.00 0 0
40 43770.9 2.605 3.167 55.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_13 1 48768.6 1.698 2.435 55.00 0 0
2 52471.4 1.637 2.053 51.00 0 0
3 51833.6 1.827 2.153 54.00 0 0
4 44682.3 1.963 2.517 52.00 0 0
5 49083.4 1.896 2.331 54.00 0 0
6 50374.0 1.731 2.041 52.00 0 0
7 49158.8 1.842 2.235 54.00 0 0
8 47872.1 2.049 2.313 51.00 0 0
9 50934.0 1.844 2.155 52.00 0 0
10 50482.7 1.764 2.135 53.00 0 0
11 49040.6 1.795 2.173 54.00 0 0
12 51668.9 1.829 2.123 57.00 0 0
13 49932.6 1.725 2.038 58.00 0 0
14 53084.9 1.619 1.921 61.00 0 0
15 48693.2 1.697 2.051 61.00 0 0
16 53190.1 1.724 1.965 56.00 0 0
17 46597.8 1.888 2.231 55.00 0 0
18 48970.4 1.751 2.105 53.00 0 0
19 48566.7 1.893 2.151 58.00 0 0
20 50825.9 1.885 2.177 56.00 0 0
21 51991.9 1.673 1.952 56.00 0 0
22 51378.2 1.730 1.962 51.00 0 0
23 51413.9 1.689 1.992 54.00 0 0
24 51691.6 1.709 1.983 54.00 0 0
25 45783.9 1.974 2.437 55.00 0 0
26 50545.9 2.081 2.531 56.00 0 0
27 45731.5 2.451 2.779 66.00 0 0
28 45549.3 2.441 2.859 58.00 0 0
29 44345.4 2.617 2.965 62.00 0 0
30 41556.3 2.783 3.147 58.00 0 0
31 41931.8 3.081 3.419 58.00 0 0
32 45493.3 2.339 2.861 57.00 0 0
33 45437.5 2.747 3.125 62.00 0 0
34 42349.6 2.699 3.269 64.00 0 0
35 38937.8 3.017 3.611 72.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_16 1 50536.3 2.209 3.251 54.00 0 0
2 50204.0 2.249 3.041 54.00 0 0
3 48507.8 2.291 3.301 54.00 0 0
4 51080.3 2.157 2.941 51.00 0 0
5 52957.7 2.059 2.581 53.00 0 0
6 54011.7 2.099 2.519 49.00 0 0
7 52990.7 2.137 2.637 49.00 0 0
8 50046.3 2.439 2.987 50.00 0 0
9 52109.8 2.373 2.837 54.00 0 0
10 50349.9 2.541 2.861 53.00 0 0
11 50091.4 2.255 2.805 52.00 0 0
12 49179.9 2.337 2.999 53.00 0 0
13 50046.3 2.341 2.909 48.00 0 0
14 46749.2 2.493 3.063 48.00 0 0
15 54347.1 2.091 2.503 48.00 0 0
16 50277.2 2.451 2.973 49.00 0 0
17 52997.0 2.329 2.585 53.00 0 0
18 52197.5 2.125 2.657 50.00 0 0
19 50987.9 1.910 2.329 54.00 0 0
20 53949.8 2.115 2.575 51.00 0 0
21 51927.8 2.065 2.529 51.00 0 0
22 49962.5 2.111 2.787 52.00 0 0
23 50507.0 2.421 2.585 52.00 0 0
24 49675.9 2.455 2.891 53.00 0 0
25 50228.5 2.195 2.773 51.00 0 0
26 50186.3 2.367 2.807 50.00 0 0
27 53018.1 2.046 2.583 61.00 0 0
28 49449.3 2.037 2.601 53.00 0 0
29 41185.7 2.623 3.221 53.00 0 0
30 46278.6 2.279 2.891 50.00 0 0
31 46526.2 2.307 2.905 50.00 0 0
32 45961.2 2.679 3.303 55.00 0 0
33 39033.1 3.489 4.119 68.00 0 0
34 38715.0 3.361 3.843 64.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_19 1 49768.0 2.187 3.269 56.00 0 0
2 49005.2 2.131 3.145 52.00 0 0
3 53940.3 1.650 2.209 48.00 0 0
4 54835.8 1.908 2.241 51.00 0 0
5 56197.1 1.709 2.213 49.00 0 0
6 53664.6 1.857 2.347 50.00 0 0
7 54433.6 1.875 2.393 53.00 0 0
8 49566.9 2.305 2.799 51.00 0 0
9 53209.9 1.793 2.181 49.00 0 0
10 53197.1 1.830 2.281 49.00 0 0
11 54878.7 1.838 2.285 50.00 0 0
12 52414.3 2.195 2.401 48.00 0 0
13 50175.0 1.845 2.269 50.00 0 0
14 53848.1 2.345 2.631 51.00 0 0
15 54738.3 2.103 2.443 53.00 0 0
16 50482.7 1.928 2.401 49.00 0 0
17 55680.1 2.046 2.361 53.00 0 0
18 53806.8 2.000 2.335 55.00 0 0
19 54638.8 1.779 2.159 54.00 0 0
20 53456.6 1.892 2.237 53.00 0 0
21 49427.9 2.149 2.683 53.00 0 0
22 50499.9 2.269 2.557 53.00 0 0
23 49632.7 2.261 2.577 55.00 0 0
24 54088.4 1.768 2.181 51.00 0 0
25 51948.7 1.860 2.289 53.00 0 0
26 51228.2 2.239 2.481 53.00 0 0
27 52631.6 1.802 2.151 54.00 0 0
28 49418.1 2.067 2.389 56.00 0 0
29 52101.7 1.902 2.389 50.00 0 0
30 52361.5 1.951 2.381 53.00 0 0
31 52073.8 1.924 2.311 52.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_20 1 48338.4 2.563 3.673 57.00 0 0
2 50333.5 2.727 3.111 52.00 0 0
3 46123.3 2.851 3.371 52.00 0 0
4 48787.0 2.471 3.023 55.00 0 0
5 44253.2 2.757 3.481 56.00 0 0
6 49368.1 2.597 2.921 56.00 0 0
7 49607.5 2.319 2.851 52.00 0 0
8 49304.2 2.335 3.005 54.00 0 0
9 51336.7 2.349 2.775 51.00 0 0
10 50822.7 2.281 2.751 50.00 0 0
11 51019.1 2.275 2.633 50.00 0 0
12 48870.5 2.493 2.819 49.00 0 0
13 51179.0 2.355 2.737 49.00 0 0
14 50695.8 2.217 2.665 48.00 0 0
15 52271.9 2.237 2.615 49.00 0 0
16 49241.1 2.485 2.961 51.00 0 0
17 50199.5 2.243 2.863 53.00 0 0
18 54296.9 2.061 2.505 54.00 0 0
19 53545.4 2.091 2.557 53.00 0 0
20 50110.2 2.629 2.945 55.00 0 0
21 52219.3 2.351 2.847 54.00 0 0
22 51513.2 2.345 2.725 51.00 0 0
23 53023.7 2.443 2.715 52.00 0 0
24 49829.3 2.393 2.819 50.00 0 0
25 50192.0 2.629 2.869 52.00 0 0
26 49659.2 2.319 2.755 51.00 0 0
27 51230.2 2.295 2.683 47.00 0 0
28 47805.7 2.549 2.985 51.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_23 1 49800.2 1.842 2.739 53.00 0 0
2 51012.6 1.755 2.277 56.00 0 0
3 54656.8 1.960 2.435 54.00 0 0
4 54887.0 1.699 2.145 50.00 0 0
5 53162.5 1.616 1.990 50.00 0 0
6 53185.1 1.595 1.978 47.00 0 0
7 56038.1 1.932 2.253 54.00 0 0
8 55050.2 1.818 2.235 50.00 0 0
9 53311.3 1.866 2.113 51.00 0 0
10 53694.2 1.902 2.219 50.00 0 0
11 54100.1 1.864 2.301 54.00 0 0
12 53579.8 2.065 2.321 48.00 0 0
13 51010.6 1.963 2.365 49.00 0 0
14 54665.7 2.065 2.443 55.00 0 0
15 50103.3 1.964 2.299 51.00 0 0
16 52169.6 2.012 2.351 51.00 0 0
17 52006.1 1.962 2.247 54.00 0 0
18 39096.1 3.345 3.919 51.00 0 0
19 45310.9 2.709 3.193 55.00 0 0
20 44301.2 2.669 3.209 55.00 0 0
21 46338.1 2.537 3.035 53.00 0 0
22 49134.6 2.173 2.613 56.00 0 0
23 47124.2 2.449 2.719 53.00 0 0
24 46151.0 2.587 3.047 57.00 0 0
25 44059.2 2.681 3.163 57.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_24 1 49369.3 2.481 3.419 60.00 0 0
2 50628.4 2.465 3.029 54.00 0 0
3 47697.4 2.503 3.205 53.00 0 0
4 48839.5 2.391 3.157 56.00 0 0
5 47533.6 2.527 3.065 52.00 0 0
6 49683.9 2.551 3.017 50.00 0 0
7 48107.6 2.497 3.075 49.00 0 0
8 48853.2 2.377 2.961 50.00 0 0
9 49098.4 2.353 2.847 49.00 0 0
10 47684.9 2.499 3.045 55.00 0 0
11 48502.5 2.471 2.907 50.00 0 0
12 49309.1 2.439 2.897 52.00 0 0
13 48111.6 2.461 2.995 53.00 0 0
14 51227.5 2.307 2.725 51.00 0 0
15 50842.7 2.399 2.789 51.00 0 0
16 49612.4 2.365 2.891 55.00 0 0
17 45788.1 2.677 3.161 57.00 0 0
18 44677.3 2.695 3.317 56.00 0 0
19 45290.9 2.809 3.319 56.00 0 0
20 43014.0 2.881 3.367 57.00 0 0
21 47814.3 2.419 2.885 59.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_26 1 43160.7 2.947 4.051 62.00 0 0
2 47071.0 2.531 3.289 55.00 0 0
3 45260.6 2.793 3.403 60.00 0 0
4 45161.5 2.781 3.343 55.00 0 0
5 44834.5 2.741 3.759 54.00 0 0
6 47649.7 2.617 3.071 54.00 0 0
7 46280.2 2.593 3.401 56.00 0 0
8 44488.4 2.817 3.475 54.00 0 0
9 45279.1 2.717 3.337 53.00 0 0
10 50915.2 2.409 2.817 53.00 0 0
11 48044.0 2.709 3.151 51.00 0 0
12 48965.0 2.523 2.995 56.00 0 0
13 48832.3 2.615 2.957 54.00 0 0
14 49499.4 2.429 2.919 54.00 0 0
15 48163.8 2.341 2.959 53.00 0 0
16 46027.8 2.561 3.167 51.00 0 0
17 47732.1 2.545 3.239 56.00 0 0
18 50359.4 2.475 2.891 54.00 0 0
19 48019.2 2.515 2.995 52.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_28 1 46127.1 2.027 2.863 57.00 0 0
2 50508.9 1.790 2.245 56.00 0 0
3 49050.9 1.734 2.141 59.00 0 0
4 46956.6 2.014 2.343 54.00 0 0
5 44245.8 2.049 2.531 57.00 0 0
6 44695.2 1.991 2.557 60.00 0 0
7 46463.0 1.924 2.413 59.00 0 0
8 48593.2 2.091 2.599 58.00 0 0
9 49277.5 1.777 2.061 56.00 0 0
10 49009.4 1.986 2.273 56.00 0 0
11 48865.1 1.821 2.173 56.00 0 0
12 46487.8 2.020 2.473 58.00 0 0
13 46227.8 1.937 2.489 57.00 0 0
14 43121.1 2.321 2.683 56.00 0 0
15 46934.0 2.051 2.373 54.00 0 0
16 46867.5 2.085 2.471 56.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_30 1 45719.0 2.549 3.639 60.00 0 0
2 47328.9 2.077 2.697 55.00 0 0
3 43472.6 2.441 3.169 55.00 0 0
4 45686.6 2.267 3.127 65.00 0 0
5 44985.3 2.161 2.807 52.00 0 0
6 47151.5 2.113 2.563 61.00 0 0
7 45222.8 2.073 2.665 56.00 0 0
8 47575.4 2.171 2.731 59.00 0 0
9 47929.4 2.085 2.519 59.00 0 0
10 47564.7 2.353 3.125 55.00 0 0
11 44545.9 1.964 2.371 59.00 0 0
12 45420.0 2.197 2.567 63.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_32 1 40063.7 3.333 4.583 72.00 0 0
2 38709.4 3.343 4.343 65.00 0 0
3 42065.9 2.783 3.809 65.00 0 0
4 40501.8 2.967 3.735 62.00 0 0
5 41350.5 2.947 3.801 60.00 0 0
6 41785.9 3.109 3.825 63.00 0 0
7 42548.7 2.879 3.621 64.00 0 0
8 40776.4 2.983 3.527 63.00 0 0
9 42822.0 2.981 3.537 60.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_34 1 43864.5 2.835 4.009 61.00 0 0
2 46795.7 2.897 3.695 59.00 0 0
3 46443.0 2.911 3.397 60.00 0 0
4 46661.4 2.899 3.489 57.00 0 0
5 45887.9 2.695 3.411 59.00 0 0
6 48582.0 2.569 2.987 59.00 0 0
7 48595.0 2.475 3.093 57.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_36 1 43408.9 2.297 3.295 60.00 0 0
2 43208.2 2.183 2.753 54.00 0 0
3 45782.3 2.171 2.715 54.00 0 0
4 44093.2 2.625 3.659 57.00 0 0
5 47307.0 2.065 2.513 57.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_38 1 35256.3 3.967 5.199 75.00 0 0

KMeans Detailed Results for Application Instance Runs
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_2 1 127 4 29.00 0 0
2 67 2 26.00 0 0
3 71 2 26.00 0 0
4 147 5 28.00 0 0
5 108 4 27.00 0 0
6 66 2 30.00 0 0
7 128 5 27.00 0 0
8 106 4 25.00 0 0
9 125 5 27.00 0 0
10 67 2 26.00 0 0
11 66 2 25.00 0 0
12 127 5 24.00 0 0
13 87 3 32.00 0 0
14 87 3 25.00 0 0
15 127 5 25.00 0 0
16 80 2 26.00 0 0
17 107 4 24.00 0 0
18 67 2 25.00 0 0
19 99 3 27.00 0 0
20 90 3 29.00 0 0
21 129 5 26.00 0 0
22 70 2 25.00 0 0
23 114 4 27.00 0 0
24 90 3 27.00 0 0
25 66 2 28.00 0 0
26 141 5 27.00 0 0
27 69 2 27.00 0 0
28 93 3 32.00 0 0
29 48 1 29.00 0 0
30 89 3 28.00 0 0
31 132 5 27.00 0 0
32 68 2 31.00 0 0
33 70 2 30.00 0 0
34 117 4 25.00 0 0
35 97 3 29.00 0 0
36 71 2 26.00 0 0
37 70 2 27.00 0 0
38 94 3 27.00 0 0
39 109 3 26.00 0 0
40 140 5 26.00 0 0
41 140 5 26.00 0 0
42 149 5 33.00 0 0
43 104 3 28.00 0 0
44 119 4 28.00 0 0
45 121 3 27.00 0 0
46 131 4 31.00 0 0
47 145 5 29.00 0 0
48 94 3 26.00 0 0
49 77 2 27.00 0 0
50 100 3 27.00 0 0
51 120 4 32.00 0 0
52 96 3 28.00 0 0
53 75 2 28.00 0 0
54 80 2 28.00 0 0
55 86 2 30.00 0 0
56 100 3 32.00 0 0
57 158 5 29.00 0 0
58 124 4 28.00 0 0
59 81 2 34.00 0 0
60 109 3 30.00 0 0
61 80 2 36.00 0 0
62 78 2 31.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_3 1 113 4 31.00 0 0
2 65 2 26.00 0 0
3 68 2 28.00 0 0
4 110 4 26.00 0 0
5 113 4 25.00 0 0
6 127 5 28.00 0 0
7 91 3 25.00 0 0
8 88 3 26.00 0 0
9 129 5 25.00 0 0
10 141 5 32.00 0 0
11 109 4 26.00 0 0
12 130 5 26.00 0 0
13 136 5 26.00 0 0
14 68 2 25.00 0 0
15 101 3 25.00 0 0
16 68 2 27.00 0 0
17 133 5 26.00 0 0
18 132 5 27.00 0 0
19 134 5 29.00 0 0
20 136 5 26.00 0 0
21 94 3 26.00 0 0
22 90 3 27.00 0 0
23 142 5 29.00 0 0
24 143 5 28.00 0 0
25 91 3 27.00 0 0
26 137 5 27.00 0 0
27 143 5 25.00 0 0
28 109 3 27.00 0 0
29 101 3 26.00 0 0
30 97 3 28.00 0 0
31 100 3 28.00 0 0
32 114 4 26.00 0 0
33 79 2 30.00 0 0
34 145 5 26.00 0 0
35 72 2 28.00 0 0
36 146 5 33.00 0 0
37 149 5 30.00 0 0
38 141 4 28.00 0 0
39 140 5 30.00 0 0
40 144 5 28.00 0 0
41 163 5 34.00 0 0
42 76 2 29.00 0 0
43 83 2 28.00 0 0
44 148 5 30.00 0 0
45 159 5 28.00 0 0
46 128 4 31.00 0 0
47 80 2 31.00 0 0
48 80 2 27.00 0 0
49 76 2 30.00 0 0
50 102 3 30.00 0 0
51 102 3 27.00 0 0
52 140 4 30.00 0 0
53 169 5 27.00 0 0
54 114 3 38.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_6 1 122 4 32.00 0 0
2 68 2 25.00 0 0
3 68 2 26.00 0 0
4 87 3 28.00 0 0
5 87 3 27.00 0 0
6 87 3 28.00 0 0
7 88 3 25.00 0 0
8 70 2 30.00 0 0
9 122 4 26.00 0 0
10 65 2 27.00 0 0
11 71 2 27.00 0 0
12 105 4 28.00 0 0
13 142 5 27.00 0 0
14 106 3 26.00 0 0
15 109 4 27.00 0 0
16 106 4 25.00 0 0
17 112 4 27.00 0 0
18 68 2 28.00 0 0
19 133 5 25.00 0 0
20 107 4 25.00 0 0
21 116 4 27.00 0 0
22 118 4 27.00 0 0
23 132 5 26.00 0 0
24 67 2 27.00 0 0
25 73 2 27.00 0 0
26 88 3 26.00 0 0
27 111 4 32.00 0 0
28 87 3 26.00 0 0
29 133 5 25.00 0 0
30 92 3 28.00 0 0
31 135 5 26.00 0 0
32 133 4 26.00 0 0
33 97 3 31.00 0 0
34 49 1 27.00 0 0
35 116 4 27.00 0 0
36 91 3 26.00 0 0
37 112 4 27.00 0 0
38 71 2 27.00 0 0
39 133 5 27.00 0 0
40 134 5 26.00 0 0
41 98 3 28.00 0 0
42 73 2 27.00 0 0
43 72 2 31.00 0 0
44 159 5 26.00 0 0
45 70 2 26.00 0 0
46 69 2 29.00 0 0
47 74 2 27.00 0 0
48 73 2 29.00 0 0
49 113 3 33.00 0 0
50 136 4 27.00 0 0
51 86 2 28.00 0 0
52 107 3 33.00 0 0
53 169 5 39.00 0 0
54 154 5 28.00 0 0
55 138 4 31.00 0 0
56 94 2 31.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_8 1 71 2 30.00 0 0
2 89 3 26.00 0 0
3 69 2 26.00 0 0
4 88 3 26.00 0 0
5 114 4 30.00 0 0
6 79 2 26.00 0 0
7 134 5 27.00 0 0
8 67 2 27.00 0 0
9 71 2 27.00 0 0
10 73 2 26.00 0 0
11 90 3 28.00 0 0
12 141 5 26.00 0 0
13 118 4 27.00 0 0
14 71 2 26.00 0 0
15 133 5 29.00 0 0
16 92 3 26.00 0 0
17 46 1 27.00 0 0
18 92 3 32.00 0 0
19 69 2 26.00 0 0
20 74 2 29.00 0 0
21 142 5 29.00 0 0
22 143 5 26.00 0 0
23 99 3 32.00 0 0
24 135 5 30.00 0 0
25 118 4 34.00 0 0
26 90 3 27.00 0 0
27 110 3 32.00 0 0
28 138 5 30.00 0 0
29 90 3 28.00 0 0
30 91 3 30.00 0 0
31 103 3 26.00 0 0
32 111 4 27.00 0 0
33 135 5 28.00 0 0
34 133 5 24.00 0 0
35 75 2 26.00 0 0
36 75 2 26.00 0 0
37 117 4 33.00 0 0
38 114 4 28.00 0 0
39 126 4 31.00 0 0
40 72 2 27.00 0 0
41 143 5 27.00 0 0
42 104 3 28.00 0 0
43 84 2 28.00 0 0
44 73 2 29.00 0 0
45 127 4 27.00 0 0
46 77 2 30.00 0 0
47 120 4 30.00 0 0
48 147 5 29.00 0 0
49 147 5 30.00 0 0
50 73 2 27.00 0 0
51 164 5 35.00 0 0
52 124 4 32.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_9 1 72 2 32.00 0 0
2 90 3 29.00 0 0
3 156 5 26.00 0 0
4 129 5 28.00 0 0
5 114 4 28.00 0 0
6 141 5 28.00 0 0
7 142 5 32.00 0 0
8 112 4 26.00 0 0
9 92 3 29.00 0 0
10 111 4 29.00 0 0
11 110 4 26.00 0 0
12 148 5 28.00 0 0
13 115 4 25.00 0 0
14 89 3 25.00 0 0
15 87 3 26.00 0 0
16 111 4 26.00 0 0
17 133 5 25.00 0 0
18 68 2 28.00 0 0
19 90 3 26.00 0 0
20 130 5 27.00 0 0
21 138 5 26.00 0 0
22 73 2 28.00 0 0
23 70 2 27.00 0 0
24 91 3 27.00 0 0
25 70 2 29.00 0 0
26 73 2 29.00 0 0
27 145 5 28.00 0 0
28 69 2 27.00 0 0
29 68 2 27.00 0 0
30 74 2 29.00 0 0
31 105 3 26.00 0 0
32 114 4 26.00 0 0
33 136 5 27.00 0 0
34 93 3 29.00 0 0
35 99 3 28.00 0 0
36 72 2 27.00 0 0
37 94 3 28.00 0 0
38 123 4 30.00 0 0
39 71 2 27.00 0 0
40 96 3 26.00 0 0
41 111 3 27.00 0 0
42 77 2 30.00 0 0
43 129 4 31.00 0 0
44 82 2 31.00 0 0
45 165 5 29.00 0 0
46 161 5 33.00 0 0
47 102 3 35.00 0 0
48 124 3 35.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_11 1 73 2 34.00 0 0
2 67 2 27.00 0 0
3 142 5 27.00 0 0
4 93 3 29.00 0 0
5 90 3 25.00 0 0
6 134 5 28.00 0 0
7 140 5 28.00 0 0
8 132 5 26.00 0 0
9 130 5 29.00 0 0
10 113 4 26.00 0 0
11 91 3 26.00 0 0
12 88 3 32.00 0 0
13 130 5 29.00 0 0
14 95 3 32.00 0 0
15 131 5 31.00 0 0
16 88 3 27.00 0 0
17 78 2 26.00 0 0
18 147 5 32.00 0 0
19 132 5 24.00 0 0
20 121 4 26.00 0 0
21 75 2 26.00 0 0
22 89 3 29.00 0 0
23 110 3 26.00 0 0
24 75 2 32.00 0 0
25 75 2 32.00 0 0
26 117 4 27.00 0 0
27 129 4 27.00 0 0
28 105 3 30.00 0 0
29 161 5 34.00 0 0
30 75 2 28.00 0 0
31 79 2 33.00 0 0
32 104 3 31.00 0 0
33 148 5 34.00 0 0
34 72 2 26.00 0 0
35 102 3 35.00 0 0
36 149 5 30.00 0 0
37 122 4 31.00 0 0
38 125 4 31.00 0 0
39 76 2 30.00 0 0
40 126 4 30.00 0 0
41 128 4 29.00 0 0
42 101 3 27.00 0 0
43 123 4 30.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_14 1 141 4 31.00 0 0
2 68 2 27.00 0 0
3 93 3 27.00 0 0
4 138 5 27.00 0 0
5 147 5 27.00 0 0
6 77 2 29.00 0 0
7 75 2 28.00 0 0
8 122 4 29.00 0 0
9 141 5 28.00 0 0
10 143 5 25.00 0 0
11 99 3 27.00 0 0
12 143 5 29.00 0 0
13 74 2 27.00 0 0
14 108 3 37.00 0 0
15 74 2 28.00 0 0
16 75 2 29.00 0 0
17 79 2 30.00 0 0
18 73 2 34.00 0 0
19 150 5 34.00 0 0
20 83 2 32.00 0 0
21 148 5 32.00 0 0
22 131 4 37.00 0 0
23 101 3 29.00 0 0
24 123 4 36.00 0 0
25 168 5 27.00 0 0
26 98 3 31.00 0 0
27 111 3 38.00 0 0
28 126 4 29.00 0 0
29 102 3 32.00 0 0
30 81 2 31.00 0 0
31 92 2 28.00 0 0
32 95 3 32.00 0 0
33 98 3 30.00 0 0
34 115 3 29.00 0 0
35 179 5 31.00 0 0
36 72 2 31.00 0 0
37 112 3 30.00 0 0
38 175 5 28.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_15 1 69 2 31.00 0 0
2 69 2 26.00 0 0
3 114 4 28.00 0 0
4 131 5 26.00 0 0
5 157 5 26.00 0 0
6 70 2 28.00 0 0
7 92 3 26.00 0 0
8 140 5 29.00 0 0
9 92 3 29.00 0 0
10 69 2 29.00 0 0
11 131 4 28.00 0 0
12 73 2 28.00 0 0
13 142 5 33.00 0 0
14 69 2 28.00 0 0
15 48 1 29.00 0 0
16 85 2 26.00 0 0
17 70 2 27.00 0 0
18 95 3 28.00 0 0
19 135 5 26.00 0 0
20 91 3 28.00 0 0
21 146 5 33.00 0 0
22 149 5 27.00 0 0
23 73 2 27.00 0 0
24 123 4 29.00 0 0
25 95 3 27.00 0 0
26 82 2 31.00 0 0
27 95 3 31.00 0 0
28 78 2 28.00 0 0
29 73 2 28.00 0 0
30 151 5 27.00 0 0
31 104 3 28.00 0 0
32 80 2 28.00 0 0
33 159 5 29.00 0 0
34 98 3 31.00 0 0
35 143 5 30.00 0 0
36 77 2 29.00 0 0
37 122 4 31.00 0 0
38 99 3 33.00 0 0
39 81 2 29.00 0 0
40 126 4 37.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_17 1 137 5 32.00 0 0
2 125 4 28.00 0 0
3 114 4 26.00 0 0
4 70 2 26.00 0 0
5 71 2 25.00 0 0
6 72 2 29.00 0 0
7 117 4 33.00 0 0
8 47 1 26.00 0 0
9 89 3 28.00 0 0
10 72 2 26.00 0 0
11 90 3 26.00 0 0
12 139 5 26.00 0 0
13 92 3 28.00 0 0
14 93 3 26.00 0 0
15 68 2 33.00 0 0
16 104 3 28.00 0 0
17 139 5 27.00 0 0
18 145 5 27.00 0 0
19 133 4 30.00 0 0
20 146 5 35.00 0 0
21 126 4 31.00 0 0
22 150 5 27.00 0 0
23 100 3 33.00 0 0
24 73 2 34.00 0 0
25 98 3 31.00 0 0
26 149 5 37.00 0 0
27 161 5 32.00 0 0
28 81 2 33.00 0 0
29 81 2 33.00 0 0
30 123 4 32.00 0 0
31 104 3 31.00 0 0
32 107 3 36.00 0 0
33 139 4 36.00 0 0
34 80 2 29.00 0 0
35 130 4 27.00 0 0
36 104 3 29.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_18 1 96 3 31.00 0 0
2 135 5 27.00 0 0
3 113 4 26.00 0 0
4 132 5 27.00 0 0
5 144 5 29.00 0 0
6 69 2 26.00 0 0
7 70 2 26.00 0 0
8 70 2 27.00 0 0
9 74 2 28.00 0 0
10 138 5 27.00 0 0
11 72 2 32.00 0 0
12 99 3 29.00 0 0
13 147 5 33.00 0 0
14 147 5 26.00 0 0
15 117 4 27.00 0 0
16 141 5 28.00 0 0
17 137 5 26.00 0 0
18 115 4 30.00 0 0
19 75 2 30.00 0 0
20 73 2 30.00 0 0
21 74 2 30.00 0 0
22 117 4 27.00 0 0
23 144 5 29.00 0 0
24 116 4 30.00 0 0
25 135 4 28.00 0 0
26 71 2 32.00 0 0
27 129 4 27.00 0 0
28 159 5 29.00 0 0
29 98 3 27.00 0 0
30 152 5 32.00 0 0
31 86 2 29.00 0 0
32 84 2 35.00 0 0
33 100 3 36.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_21 1 161 5 31.00 0 0
2 79 2 30.00 0 0
3 80 2 27.00 0 0
4 150 5 33.00 0 0
5 47 1 30.00 0 0
6 148 5 33.00 0 0
7 124 4 29.00 0 0
8 151 5 30.00 0 0
9 138 4 30.00 0 0
10 71 2 29.00 0 0
11 98 3 29.00 0 0
12 81 2 35.00 0 0
13 168 5 28.00 0 0
14 100 3 30.00 0 0
15 79 2 30.00 0 0
16 164 5 29.00 0 0
17 128 4 30.00 0 0
18 149 5 30.00 0 0
19 112 3 29.00 0 0
20 78 2 31.00 0 0
21 149 5 31.00 0 0
22 115 3 36.00 0 0
23 104 3 35.00 0 0
24 157 5 33.00 0 0
25 77 2 29.00 0 0
26 149 5 31.00 0 0
27 111 3 29.00 0 0
28 109 3 30.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_22 1 101 3 38.00 0 0
2 92 3 26.00 0 0
3 69 2 29.00 0 0
4 90 3 34.00 0 0
5 134 5 28.00 0 0
6 135 5 27.00 0 0
7 91 3 27.00 0 0
8 103 3 26.00 0 0
9 94 3 27.00 0 0
10 118 4 29.00 0 0
11 136 5 30.00 0 0
12 118 4 31.00 0 0
13 143 5 26.00 0 0
14 77 2 28.00 0 0
15 77 2 28.00 0 0
16 79 2 30.00 0 0
17 79 2 28.00 0 0
18 172 5 36.00 0 0
19 112 3 33.00 0 0
20 107 3 33.00 0 0
21 85 2 37.00 0 0
22 164 5 35.00 0 0
23 110 3 29.00 0 0
24 82 2 34.00 0 0
25 162 5 32.00 0 0
26 161 5 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_25 1 138 5 34.00 0 0
2 69 2 29.00 0 0
3 114 4 29.00 0 0
4 69 2 26.00 0 0
5 137 5 29.00 0 0
6 142 5 33.00 0 0
7 137 5 28.00 0 0
8 67 2 29.00 0 0
9 138 5 27.00 0 0
10 125 4 31.00 0 0
11 139 5 32.00 0 0
12 78 2 27.00 0 0
13 140 5 26.00 0 0
14 167 5 30.00 0 0
15 145 5 30.00 0 0
16 72 2 28.00 0 0
17 131 4 31.00 0 0
18 123 4 29.00 0 0
19 100 3 31.00 0 0
20 163 5 29.00 0 0
21 132 4 29.00 0 0
22 105 3 29.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_27 1 96 3 32.00 0 0
2 123 4 30.00 0 0
3 102 3 28.00 0 0
4 154 5 30.00 0 0
5 76 2 29.00 0 0
6 94 3 27.00 0 0
7 94 3 30.00 0 0
8 135 5 26.00 0 0
9 100 3 29.00 0 0
10 74 2 29.00 0 0
11 96 3 27.00 0 0
12 120 4 27.00 0 0
13 96 3 27.00 0 0
14 96 3 29.00 0 0
15 96 3 27.00 0 0
16 76 2 30.00 0 0
17 98 3 31.00 0 0
18 73 2 28.00 0 0
19 74 2 28.00 0 0
20 98 3 27.00 0 0
21 74 2 29.00 0 0
22 75 2 28.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_29 1 119 4 34.00 0 0
2 138 5 27.00 0 0
3 145 5 27.00 0 0
4 156 5 27.00 0 0
5 155 5 33.00 0 0
6 127 4 30.00 0 0
7 95 3 28.00 0 0
8 125 4 28.00 0 0
9 127 4 28.00 0 0
10 74 2 28.00 0 0
11 102 3 30.00 0 0
12 102 3 28.00 0 0
13 58 1 32.00 0 0
14 130 4 28.00 0 0
15 157 5 29.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_31 1 170 5 34.00 0 0
2 122 3 34.00 0 0
3 91 2 32.00 0 0
4 117 3 34.00 0 0
5 111 2 34.00 0 0
6 93 2 34.00 0 0
7 143 4 36.00 0 0
8 119 3 37.00 0 0
9 121 3 34.00 0 0
10 120 3 30.00 0 0
11 184 5 41.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_33 1 77 2 33.00 0 0
2 145 4 32.00 0 0
3 79 2 33.00 0 0
4 148 5 28.00 0 0
5 125 4 30.00 0 0
6 77 2 29.00 0 0
7 101 3 31.00 0 0
8 135 4 35.00 0 0
9 129 4 30.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_35 1 77 2 33.00 0 0
2 73 2 29.00 0 0
3 74 2 31.00 0 0
4 144 5 27.00 0 0
5 77 2 28.00 0 0
6 98 3 28.00 0 0
7 151 5 32.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_37 1 116 3 34.00 0 0
2 98 2 35.00 0 0
3 122 3 43.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_39 1 144 4 35.00 0 0

Glossary

Glossary of Terms

SPEC and SPEC Cloud are registered trademarks of the Standard Performance Evaluation Corporation.

All other brand and product names appearing in this result are trademarks or registered trademarks of their respective holders.

For questions about this result, please contact the tester. For other inquiries, please contact info@spec.org