SPEC Cloud IaaS 2018 Benchmark
Copyright © 2018 Standard Performance Evaluation Corporation
Cloud Vendor: China Mobile (SuZhou) Software Technology Co.,Ltd.
Cloud Type / SUT Type: private/whitebox
Hardware Platform: Kunpeng 920-5250
Hypervisor: KVM
Cloud Infrastructure: BC-EC v6.0.0		 Replicated Application Instances: 54 copies
        Performance Score: 31.4
        Relative Scalability: 84.8%
        Mean Instance Provisioning Time: 28s
Tested by: China Mobile (SuZhou) Software Technology Co.,Ltd. SPEC Licence Number : 6761 Test Date : Sept-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: 2023-10-24_18:52:24_UTC
Scale-out End Time: 2023-10-24_22:18:07_UTC
Test Region: CN Central Standard Time
Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 352
Reference ID: SPECRESULT

Performance Summary

Baseline Summary Results for YCSB
Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) AI Provisioning Time (s)
Average 16062.0 4.267 6.159 130.2

Baseline Summary Results for KMeans
Completion Time (s) AI Provisioning Time (s)
Average 172.76 145.0

Scale-out Summary Results for YCSB for 28 Valid AIs
Av. Throughput (ops/s) Av. Insert Latency 99% (ms) Av. Read Latency 99% (ms) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
13481.6 8.216 13.577 132.8 11.29 74.23

Scale-out Summary Results for KMeans for 26 Valid AIs
Av. Completion Time (s) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
180.3 148.8 20.08 95.33

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 24 0 13889.8 9.236 12.034 129.0 108.0
ai_3 27 0 14979.1 5.519 9.107 124.0 428.0
ai_5 25 0 14874.2 5.057 9.226 126.0 741.0
ai_7 25 0 15108.2 4.365 8.813 126.0 1271.0
ai_9 24 0 14691.1 5.093 9.146 127.0 1630.0
ai_11 24 0 14994.4 4.469 9.682 125.0 2039.0
ai_12 21 0 13967.2 7.702 9.981 127.0 2370.0
ai_14 23 0 15442.1 4.481 8.511 125.0 2676.0
ai_15 18 0 12761.5 8.456 12.822 131.0 3044.0
ai_17 19 0 14334.3 4.386 8.672 128.0 3496.0
ai_19 16 0 12764.2 9.158 13.072 130.0 4023.0
ai_21 16 0 14366.1 4.284 12.856 129.0 4385.0
ai_24 16 0 14967.6 4.696 11.305 127.0 4943.0
ai_26 16 0 15662.2 4.374 8.065 126.0 5413.0
ai_27 13 0 13052.2 7.981 12.822 128.0 5825.0
ai_29 14 0 14511.7 5.838 10.629 124.0 6192.0
ai_31 10 0 13584.3 6.095 12.891 144.0 6749.0
ai_33 8 0 12301.2 15.434 20.844 144.0 7293.0
ai_35 10 0 14626.9 6.108 12.839 126.0 7791.0
ai_38 7 0 12707.0 6.697 12.201 132.0 8277.0
ai_39 7 0 13131.0 7.888 18.518 143.0 8585.0
ai_41 6 0 11793.3 11.024 16.380 131.0 8891.0
ai_43 5 0 12833.8 7.836 13.889 132.0 9445.0
ai_45 3 0 9492.9 23.724 27.583 156.0 9781.0
ai_47 3 0 10719.2 12.210 19.188 165.0 10315.0
ai_49 3 0 13451.4 7.816 15.199 135.0 10642.0
ai_50 2 0 10711.9 15.567 20.911 139.0 10973.0
ai_52 1 0 11766.0 14.559 22.959 139.0 11404.0
ai_55 0 2 0.0 0.000 0.000 193.0 11926.0

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 53 0 177.74 139.0 116.0
ai_4 50 0 178.36 138.0 580.0
ai_6 51 0 171.53 139.0 896.0
ai_8 46 0 179.22 143.0 1466.0
ai_10 45 0 174.33 139.0 1946.0
ai_13 38 0 196.29 143.0 2531.0
ai_16 41 0 172.93 138.0 3096.0
ai_18 36 0 180.86 144.0 3659.0
ai_20 37 0 168.41 138.0 4098.0
ai_22 34 0 171.47 148.0 4429.0
ai_23 31 0 180.58 145.0 4917.0
ai_25 27 0 196.81 143.0 5360.0
ai_28 24 0 205.88 150.0 5904.0
ai_30 23 0 197.91 145.0 6302.0
ai_32 24 0 171.29 140.0 6891.0
ai_34 22 0 159.45 203.0 7453.0
ai_36 17 0 199.82 147.0 7795.0
ai_37 18 0 171.50 143.0 8271.0
ai_40 14 0 180.64 145.0 8859.0
ai_42 11 0 212.09 158.0 9181.0
ai_44 12 0 157.67 146.0 9529.0
ai_46 8 0 205.50 146.0 10012.0
ai_48 7 0 188.71 142.0 10453.0
ai_51 5 0 179.60 164.0 10976.0
ai_53 2 0 252.00 183.0 11447.0
ai_54 1 0 158.00 160.0 11862.0
ai_56 0 4 0 0.0 12337.0

Validation, Errors, and Issues

Glossary of "Run code":

Instance Configuration

Instance Configuration Hadoop Master
Parameter Value
instance_type_name m1.large
cpu 4
memory 8GB
disk_size 50GB
disk_backed local storage
image_name cb_speccloud_kmeans
Notes some text

Instance Configuration Hadoop Slave
Parameter Value
instance_type_name m1.large
cpu 4
memory 8GB
disk_size 50GB
disk_backed local storage
image_name cb_speccloud_kmeans
Notes some text

Instance Configuration YCSB
Parameter Value
instance_type_name m1.large
cpu 4
memory 8GB
disk_size 50GB
disk_backed local storage
image_name cb_speccloud_cassandra
Notes some text

Instance Configuration Cassandra
Parameter Value
instance_type_name m1.large
cpu 4
memory 8GB
disk_size 50GB
disk_backed local storage
image_name cb_speccloud_cassandra
Notes some text

Cloud Configuration

Cloud High Level Information and Availability
Parameter Value
Name BC-EC
Type private
Sut_Type whitebox
Virtualized KVM
Manager_Protocol BC-EC
Manager_Version v6.0.0
Hardware_Availability Sept-2023
Software/Service_Availability Sept-2023
Geographic_Distribution 1
Notes Cloud management deputy nodes reside at all data centers SUT exists in 3 different buildings within same campus Campus network backbone is infinet10000.

Cloud Under Test Software Levels
Parameter Value
Python_version 2.7.8
JVM_version 1.8.0_45
Hadoop_version 2.5.7
Cassandra_version 2.1.20
Notes All software compiled locally from git source archives Compiler options - debug, 128bits, optimized Internal database set to emulate Cassandra API.

Benchmark Harness Node
Parameter Value
Vendor China Mobile (SuZhou) Software Technology Co.,Ltd.
Platform Kunpeng 920-5250
CPU_Description Kunpeng 920-5250
CPU_Frequency_MHz 2600
RAM_Memory 512 GB, ECC, DDR3, 1600MHz RDIMM
Local_Storage 2x 1TB, SATA3, RAID0, 7200 RPM
Quantity 3
Availability_Date Sept-2023
OS_Version Bclinux-Euler
OS_Availability_Date Sept-2023
Network_Adapter_1 1 x SulumUCom Corp. Model GCMX v2.4 Gigabit Ethernet.quad-port
Network_Adapter_2 1 x Turbo Ethernet 10GBb Model 17-04
Network_port_type_1 1000BASE-T
Network_port_type_2 10GBASE-SR
Network_speed_port_1 1 Gb/s
Network_speed_port_2 10 Gb/s
Notes None

Cloud Manager Node
Parameter Value
Hw_Vendor China Mobile (SuZhou) Software Technology Co.,Ltd.
Hw_Platform Kunpeng 920-5250
CPU_Type Kunpeng 920-5250
CPU_Count 96
CPU_Cores_Per 2
CPU_Frequency_MHz 2600
RAM_Memory_GB 512
Primary_Cache_KB 6* 1024 KB I
Secondary_Cache_KB 48 * 1024 KB
RAM_Memory_Type ECC DDR3 1800 MHz
Hw_Availability_Date Sept-2023
Local_Storage 1x2 TB HDD, RAID 0, 7200 RPM
Quantity 1
Virtualized KVM
Network_Adapter_1 1 x SulumUCom Corp. Model GCMX v2.4 Gigabit Ethernet.quad-port
Network_Adapter_2 1 x Turbo Ethernet 10GBb Model 17-04
Network_port_type_1 1000BASE-T
Network_port_type_2 10GBASE-SR
Network_speed_port_1 1 Gb/s
Network_speed_port_2 10 Gb/s
OS_Version Bclinux-Euler
OS_Availability_Date Sept-2023
Notes None

Cloud Computes Nodes
Parameter Value
type 1_Compute_nodes 8
type 1_Hw_Vendor China Mobile (SuZhou) Software Technology Co.,Ltd.
type 1_Hw_Platform Kunpeng 920-5250
type 1_Quantity 3
type 1_CPU_Type Kunpeng 920
type 1_CPU_Count 128
type 1_CPU_Cores_Per 2
type 1_CPU_Frequency_MHz 2600
type 1_RAM_Memory_GB 750G
type 1_Primary_Cache_KB 8 * 1024 KB
type 1_Secondary_Cache_KB 64 * 1024 KB
type 1_RAM_Memory_Type ECC DDR3 1800 MHz
type 1_Hw_Availability_Date Sept-2023
type 1_Local_Storage 1x 2 TB SSD, SATA3, RAID 0, 7200 RPM
type 1_Virtualized KVM
type 1_Network_Adapter_1 1 x SulumUCom Corp. Model GCMX v2.4 Gigabit Ethernet.quad-port
type 1_Network_Adapter_2 1 x Turbo Ethernet 10GBb Model 17-04
type 1_Network_port_type_1 1000BASE-T
type 1_Network_port_type_2 10GBASE-SR
type 1_Network_speed_port_1 1 Gb/s
type 1_Network_speed_port_2 10 Gb/s
type 1_OS_Version Bclinux-Euler
type 1_OS_Availability_Date Sept-2023
type 1_Notes None

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 25000
network 1_Function data
network 1_Notes network_1 related notes
network 2_Technology ethernet
network 2_Protocol TCP/IP
network 2_Protocol_version IPV4
network 2_Speed_Mbps 25000
network 2_Function management
network 2_Notes network_2 related notes

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter Value
Storage 1_Attach_Type local
Storage 1_Capacity 2 TB
Storage 1_Technology SSD
Storage 1_Notes None

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 15887.3 4.087 9.007 102.00 0 0
2 16088.6 4.207 6.623 101.00 0 0
3 16073.4 4.155 5.799 108.00 0 0
4 16090.3 4.147 5.659 114.00 0 0
5 15901.3 4.223 6.019 103.00 0 0
6 16007.6 4.115 5.623 125.00 0 0
7 15784.8 4.107 5.967 112.00 0 0
8 15894.1 4.155 6.391 122.00 0 0
9 15912.8 4.139 6.263 132.00 0 0
10 15582.7 4.307 6.503 140.00 0 0
11 15687.1 4.475 8.027 183.00 0 0
12 13071.4 10.295 13.375 189.00 0 0
13 12713.1 14.191 15.799 134.00 0 0
14 13190.6 12.415 14.655 148.00 0 0
15 13683.0 10.775 14.607 161.00 0 0
16 13096.1 7.191 10.799 173.00 0 0
17 13788.5 5.855 9.159 167.00 0 0
18 12557.8 9.055 12.167 222.00 0 0
19 13781.7 6.551 9.095 150.00 0 0
20 12975.7 6.511 11.007 177.00 0 0
21 8613.2 36.959 39.007 215.00 0 0
22 9791.6 23.855 25.919 262.00 0 0
23 11679.4 15.607 20.239 345.00 0 0
24 9502.2 16.279 21.119 249.00 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_3 1 15647.4 4.299 9.247 111.00 0 0
2 15933.9 4.207 6.675 105.00 0 0
3 16112.3 4.135 5.867 111.00 0 0
4 16102.7 4.095 5.603 121.00 0 0
5 16030.1 4.195 6.167 119.00 0 0
6 16079.2 4.127 5.559 115.00 0 0
7 15931.5 4.127 5.643 105.00 0 0
8 15952.3 4.155 7.035 104.00 0 0
9 15526.7 4.507 6.783 120.00 0 0
10 15969.8 4.139 6.059 130.00 0 0
11 15395.9 4.983 6.871 141.00 0 0
12 15209.0 5.399 7.415 113.00 0 0
13 15768.8 5.775 8.039 130.00 0 0
14 15737.6 4.523 7.727 147.00 0 0
15 15286.2 4.699 8.823 140.00 0 0
16 15714.6 4.279 6.867 162.00 0 0
17 15247.9 4.987 7.499 147.00 0 0
18 15364.1 4.991 8.071 129.00 0 0
19 14025.2 6.427 8.623 143.00 0 0
20 14848.9 5.459 9.119 134.00 0 0
21 15140.3 5.015 9.599 153.00 0 0
22 13460.9 6.319 11.839 175.00 0 0
23 14026.0 6.043 13.343 154.00 0 0
24 13347.8 6.267 14.071 139.00 0 0
25 12391.0 8.615 15.311 156.00 0 0
26 12798.1 11.175 17.567 193.00 0 0
27 11388.2 12.079 20.463 162.00 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 15944.1 4.247 9.799 122.00 0 0
2 16070.1 4.049 6.479 104.00 0 0
3 16108.4 4.167 5.875 124.00 0 0
4 16136.1 4.191 5.831 106.00 0 0
5 16065.6 4.147 6.307 115.00 0 0
6 15904.3 4.085 5.615 112.00 0 0
7 16008.9 4.119 5.887 127.00 0 0
8 15593.0 4.203 6.943 112.00 0 0
9 15372.2 4.735 7.739 135.00 0 0
10 15075.3 4.903 7.151 115.00 0 0
11 15152.3 4.915 10.423 137.00 0 0
12 14250.2 7.051 10.735 128.00 0 0
13 15235.4 5.739 10.775 132.00 0 0
14 15226.0 5.199 10.519 133.00 0 0
15 14310.7 6.059 8.255 135.00 0 0
16 14590.8 6.239 8.791 171.00 0 0
17 15223.2 4.607 8.575 157.00 0 0
18 15570.7 4.047 7.471 191.00 0 0
19 14195.4 5.563 8.091 164.00 0 0
20 13930.2 4.683 8.959 162.00 0 0
21 11979.4 5.747 11.903 140.00 0 0
22 13106.5 5.275 15.399 163.00 0 0
23 14391.2 5.367 15.335 142.00 0 0
24 12992.2 7.443 13.799 216.00 0 0
25 13421.9 5.643 13.991 211.00 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 15874.4 4.295 8.951 101.00 0 0
2 16029.7 4.207 6.255 102.00 0 0
3 16022.2 4.223 5.999 107.00 0 0
4 16117.9 4.155 5.943 109.00 0 0
5 15882.4 4.139 5.555 115.00 0 0
6 16140.5 4.095 5.743 100.00 0 0
7 15987.4 4.099 5.639 121.00 0 0
8 15695.1 4.143 7.411 111.00 0 0
9 15832.9 4.235 7.223 115.00 0 0
10 15607.9 4.111 10.247 109.00 0 0
11 14811.4 4.179 13.231 123.00 0 0
12 15365.3 4.089 10.503 104.00 0 0
13 15026.1 4.075 6.511 133.00 0 0
14 15745.2 4.175 6.631 105.00 0 0
15 15110.0 4.083 6.955 118.00 0 0
16 15545.5 3.989 6.571 118.00 0 0
17 15337.0 4.061 8.383 121.00 0 0
18 15529.0 4.045 6.523 124.00 0 0
19 15485.0 4.399 8.311 118.00 0 0
20 14911.5 5.335 11.791 149.00 0 0
21 12543.3 5.031 12.383 121.00 0 0
22 13644.1 4.283 14.407 164.00 0 0
23 11989.0 6.087 13.239 205.00 0 0
24 14324.1 4.467 13.111 217.00 0 0
25 13149.3 5.127 12.807 196.00 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_9 1 15876.0 4.207 8.823 101.00 0 0
2 16134.4 4.171 5.935 108.00 0 0
3 16031.1 4.171 5.855 114.00 0 0
4 16068.6 4.187 6.071 105.00 0 0
5 15984.9 4.151 6.139 108.00 0 0
6 16009.0 4.243 5.983 108.00 0 0
7 16025.6 4.311 6.079 108.00 0 0
8 15486.3 4.903 7.067 123.00 0 0
9 15412.5 5.155 7.463 122.00 0 0
10 15457.0 4.883 7.819 120.00 0 0
11 15117.9 5.639 8.071 137.00 0 0
12 15435.4 4.891 8.023 123.00 0 0
13 15351.6 5.071 7.163 132.00 0 0
14 15474.6 4.795 7.763 138.00 0 0
15 15070.0 5.063 7.947 133.00 0 0
16 14924.2 5.335 8.239 125.00 0 0
17 14823.7 5.575 8.543 134.00 0 0
18 14697.8 5.079 8.903 131.00 0 0
19 11953.7 5.627 13.079 192.00 0 0
20 12489.9 5.299 13.791 149.00 0 0
21 12563.8 5.663 14.599 158.00 0 0
22 11440.7 6.579 14.111 178.00 0 0
23 10694.2 7.799 17.567 169.00 0 0
24 14062.5 5.427 14.471 190.00 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_11 1 15798.8 4.247 9.007 111.00 0 0
2 16046.3 4.151 6.347 119.00 0 0
3 15995.1 4.171 6.075 104.00 0 0
4 16082.9 4.093 5.739 115.00 0 0
5 15981.7 4.187 6.271 101.00 0 0
6 15624.6 4.085 5.991 115.00 0 0
7 15925.5 4.147 6.363 119.00 0 0
8 15386.0 4.183 10.823 116.00 0 0
9 14987.8 4.219 12.759 114.00 0 0
10 15451.9 4.151 10.479 116.00 0 0
11 15200.2 4.239 10.679 112.00 0 0
12 15954.6 4.103 5.963 115.00 0 0
13 15261.2 4.243 10.383 117.00 0 0
14 15464.4 4.093 9.239 117.00 0 0
15 15367.1 4.067 6.339 126.00 0 0
16 15706.4 3.877 6.219 118.00 0 0
17 15669.2 4.061 7.683 117.00 0 0
18 14902.5 4.183 12.607 141.00 0 0
19 12924.9 4.871 12.607 120.00 0 0
20 13179.6 6.299 14.303 132.00 0 0
21 13792.1 4.859 12.951 165.00 0 0
22 12762.8 4.343 13.351 141.00 0 0
23 13634.5 5.483 15.119 146.00 0 0
24 12764.8 6.907 15.071 134.00 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 15824.9 4.207 9.207 105.00 0 0
2 16024.4 4.127 6.155 100.00 0 0
3 15958.4 4.415 6.495 104.00 0 0
4 15258.8 7.031 9.015 109.00 0 0
5 14751.8 7.939 9.823 101.00 0 0
6 14058.4 7.747 8.879 110.00 0 0
7 13160.6 9.759 10.863 111.00 0 0
8 13220.3 11.247 12.599 139.00 0 0
9 15151.1 6.459 8.139 151.00 0 0
10 14849.7 6.979 8.975 144.00 0 0
11 14349.8 7.623 9.311 149.00 0 0
12 14306.9 7.459 8.991 157.00 0 0
13 14116.2 7.459 9.231 140.00 0 0
14 13854.0 8.871 10.575 167.00 0 0
15 14093.9 8.183 10.679 154.00 0 0
16 12560.4 9.303 11.135 141.00 0 0
17 13286.1 8.511 10.719 151.00 0 0
18 12776.2 8.639 11.383 160.00 0 0
19 12456.4 8.151 11.815 153.00 0 0
20 10696.2 10.263 14.063 163.00 0 0
21 12556.6 7.379 11.551 135.00 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_14 1 15824.2 4.247 8.967 119.00 0 0
2 16009.2 4.151 6.367 107.00 0 0
3 16066.4 4.187 6.003 102.00 0 0
4 16084.0 4.167 6.091 107.00 0 0
5 15994.9 4.131 5.919 120.00 0 0
6 15856.4 4.167 5.907 122.00 0 0
7 15991.6 4.111 5.991 110.00 0 0
8 15782.6 4.171 7.343 130.00 0 0
9 16017.7 4.067 6.027 116.00 0 0
10 15852.1 4.085 6.235 141.00 0 0
11 15876.7 4.027 6.991 118.00 0 0
12 15857.2 4.093 5.899 122.00 0 0
13 15816.4 4.099 6.239 123.00 0 0
14 15838.1 4.053 7.419 114.00 0 0
15 15532.7 4.555 8.351 116.00 0 0
16 15868.6 4.081 7.935 119.00 0 0
17 14963.6 5.207 10.847 122.00 0 0
18 14874.7 4.795 11.271 148.00 0 0
19 13864.9 4.619 12.063 134.00 0 0
20 14716.7 4.491 12.639 124.00 0 0
21 15013.8 5.907 12.543 182.00 0 0
22 13642.1 5.403 13.983 178.00 0 0
23 13823.9 6.239 14.727 202.00 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_15 1 15535.7 4.507 9.879 113.00 0 0
2 15289.1 6.003 8.295 117.00 0 0
3 14887.5 6.039 8.319 131.00 0 0
4 13079.8 10.135 12.071 110.00 0 0
5 12806.0 8.823 12.951 117.00 0 0
6 13242.5 6.799 11.039 128.00 0 0
7 13669.2 6.771 9.047 178.00 0 0
8 12593.8 9.567 11.431 195.00 0 0
9 11395.4 10.335 11.975 147.00 0 0
10 12779.2 9.239 11.207 149.00 0 0
11 13412.2 8.503 11.087 162.00 0 0
12 12953.5 8.383 11.215 162.00 0 0
13 11905.3 10.135 16.719 149.00 0 0
14 11316.8 9.311 18.095 191.00 0 0
15 10928.5 9.743 17.951 149.00 0 0
16 11055.6 9.103 17.999 158.00 0 0
17 11485.0 9.367 15.063 179.00 0 0
18 11371.1 9.447 16.447 174.00 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_17 1 15836.2 4.175 9.191 102.00 0 0
2 15820.1 4.091 7.167 103.00 0 0
3 15793.7 4.075 7.047 113.00 0 0
4 15408.1 4.147 8.623 117.00 0 0
5 14305.1 4.235 10.775 118.00 0 0
6 14996.0 4.111 8.575 111.00 0 0
7 14588.8 4.033 6.479 127.00 0 0
8 15333.8 4.047 6.131 117.00 0 0
9 14861.6 4.013 6.979 120.00 0 0
10 15471.9 4.069 6.863 147.00 0 0
11 14959.2 4.013 6.995 127.00 0 0
12 15516.3 4.075 6.339 126.00 0 0
13 14565.4 4.619 7.863 148.00 0 0
14 14339.7 4.811 9.111 165.00 0 0
15 13069.2 5.343 13.383 242.00 0 0
16 12487.9 4.211 9.255 179.00 0 0
17 11802.3 4.571 11.383 187.00 0 0
18 12374.2 4.935 11.671 169.00 0 0
19 10822.2 5.763 10.935 191.00 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 15332.0 5.503 9.287 133.00 0 0
2 15066.1 6.391 8.959 147.00 0 0
3 14670.3 7.323 9.007 158.00 0 0
4 13822.2 9.695 11.303 147.00 0 0
5 14431.8 7.551 9.535 128.00 0 0
6 13139.4 9.263 10.695 133.00 0 0
7 12168.2 11.103 12.423 135.00 0 0
8 13358.8 10.319 12.783 127.00 0 0
9 12029.0 12.495 14.295 130.00 0 0
10 11740.4 9.767 14.295 154.00 0 0
11 12479.0 9.575 14.727 149.00 0 0
12 11891.2 9.407 15.671 162.00 0 0
13 11606.8 9.375 14.887 164.00 0 0
14 11729.8 8.115 14.687 180.00 0 0
15 10193.1 11.231 18.895 188.00 0 0
16 10569.5 9.407 17.695 162.00 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_21 1 15647.4 4.187 10.687 124.00 0 0
2 15419.5 4.183 11.071 106.00 0 0
3 15192.9 4.395 11.855 106.00 0 0
4 15211.3 4.203 11.543 112.00 0 0
5 15145.2 4.103 12.215 114.00 0 0
6 15839.5 4.015 6.427 129.00 0 0
7 15536.1 3.975 9.879 123.00 0 0
8 15011.4 3.891 10.247 126.00 0 0
9 15433.5 3.963 11.335 129.00 0 0
10 15031.0 3.989 11.687 140.00 0 0
11 13871.9 4.057 16.511 147.00 0 0
12 12707.8 4.139 19.823 152.00 0 0
13 12541.2 4.135 15.471 241.00 0 0
14 12776.8 3.891 17.023 189.00 0 0
15 12296.6 6.347 14.631 253.00 0 0
16 12195.5 5.071 15.287 163.00 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 15707.8 4.303 9.647 116.00 0 0
2 15813.7 4.259 7.915 123.00 0 0
3 15862.3 4.195 6.611 119.00 0 0
4 15933.5 4.227 8.271 105.00 0 0
5 15801.5 4.099 7.443 113.00 0 0
6 15793.6 4.069 6.595 114.00 0 0
7 15999.2 4.031 6.911 117.00 0 0
8 15525.4 4.115 8.391 112.00 0 0
9 14440.6 4.223 13.263 140.00 0 0
10 14887.0 4.351 13.327 114.00 0 0
11 14049.9 4.679 14.943 116.00 0 0
12 13794.7 6.411 16.479 156.00 0 0
13 13115.7 6.423 16.191 139.00 0 0
14 13566.0 6.291 13.519 155.00 0 0
15 14688.7 4.647 16.607 161.00 0 0
16 14501.3 4.819 14.759 182.00 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 15742.3 4.227 9.991 118.00 0 0
2 15992.4 4.055 6.039 119.00 0 0
3 16034.6 4.167 6.079 105.00 0 0
4 16007.0 4.067 5.859 118.00 0 0
5 15947.0 4.163 6.455 109.00 0 0
6 15992.6 4.131 5.815 123.00 0 0
7 15962.9 4.067 6.267 116.00 0 0
8 15723.7 4.267 7.667 114.00 0 0
9 15617.7 4.415 7.127 119.00 0 0
10 15092.6 4.511 10.743 124.00 0 0
11 15162.0 4.503 8.943 111.00 0 0
12 15475.6 5.011 9.903 122.00 0 0
13 15689.4 4.223 7.703 126.00 0 0
14 15669.0 4.847 9.919 114.00 0 0
15 15717.8 4.943 8.647 132.00 0 0
16 14768.5 4.383 11.887 136.00 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_27 1 15207.3 5.643 10.791 116.00 0 0
2 15536.2 4.779 8.759 127.00 0 0
3 15067.7 5.763 9.599 113.00 0 0
4 15487.0 4.543 7.283 122.00 0 0
5 15033.1 5.023 8.975 126.00 0 0
6 15440.8 4.215 7.859 123.00 0 0
7 13871.6 4.811 13.103 127.00 0 0
8 12615.3 7.419 14.351 152.00 0 0
9 10539.4 8.583 16.047 166.00 0 0
10 10864.6 11.679 15.999 167.00 0 0
11 11145.8 11.815 14.783 159.00 0 0
12 10796.4 13.511 18.335 206.00 0 0
13 8073.3 15.975 20.799 191.00 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_29 1 15514.5 4.239 11.335 114.00 0 0
2 15869.4 4.191 10.687 122.00 0 0
3 16049.5 4.167 7.151 110.00 0 0
4 15970.7 4.093 7.511 117.00 0 0
5 15965.9 4.223 7.907 113.00 0 0
6 15881.2 4.187 7.207 111.00 0 0
7 15457.9 4.359 8.823 112.00 0 0
8 13817.9 8.607 11.895 125.00 0 0
9 14080.1 6.463 9.879 122.00 0 0
10 13526.3 5.975 11.943 141.00 0 0
11 13368.6 5.971 11.791 113.00 0 0
12 13871.7 6.799 13.463 132.00 0 0
13 11997.3 9.079 14.039 125.00 0 0
14 11793.1 9.375 15.175 180.00 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_31 1 13706.3 5.487 12.423 139.00 0 0
2 13324.8 7.175 11.591 146.00 0 0
3 14213.0 4.759 10.759 129.00 0 0
4 14568.7 5.131 10.431 178.00 0 0
5 14582.2 4.923 11.879 167.00 0 0
6 13011.4 5.307 13.071 135.00 0 0
7 13088.2 6.043 15.327 169.00 0 0
8 12297.6 8.615 15.263 175.00 0 0
9 13744.3 5.719 13.287 186.00 0 0
10 13306.2 7.795 14.879 205.00 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_33 1 14270.0 5.215 11.823 180.00 0 0
2 14919.9 4.667 11.335 138.00 0 0
3 11857.3 20.143 23.151 191.00 0 0
4 10313.0 26.543 30.031 212.00 0 0
5 11310.6 19.519 24.863 207.00 0 0
6 11916.8 12.559 18.751 194.00 0 0
7 11179.3 25.311 27.935 169.00 0 0
8 12642.9 9.519 18.863 241.00 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_35 1 15808.0 4.053 10.551 131.00 0 0
2 15707.7 4.175 10.543 113.00 0 0
3 15485.0 4.667 12.119 117.00 0 0
4 15168.8 5.515 11.295 117.00 0 0
5 14863.3 5.659 12.047 157.00 0 0
6 14229.0 5.707 13.327 123.00 0 0
7 15272.5 4.519 12.431 119.00 0 0
8 14484.1 7.375 13.879 153.00 0 0
9 13508.5 8.303 15.735 130.00 0 0
10 11742.3 11.111 16.463 128.00 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 13687.1 7.107 12.655 124.00 0 0
2 12657.1 6.267 10.943 123.00 0 0
3 11823.3 6.767 11.575 136.00 0 0
4 12224.0 7.267 13.023 147.00 0 0
5 12280.8 6.339 10.871 158.00 0 0
6 12968.9 7.579 14.303 144.00 0 0
7 13307.7 5.551 12.039 171.00 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_39 1 14048.6 7.275 17.807 141.00 0 0
2 13016.5 6.735 18.399 167.00 0 0
3 13744.8 8.007 18.831 162.00 0 0
4 13093.1 8.123 18.543 173.00 0 0
5 13265.1 8.959 17.631 173.00 0 0
6 13357.1 7.855 18.127 166.00 0 0
7 11391.5 8.263 20.287 159.00 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_41 1 13142.0 7.351 14.943 136.00 0 0
2 12286.9 8.091 14.767 174.00 0 0
3 12057.1 10.343 14.151 201.00 0 0
4 11038.3 10.967 14.791 171.00 0 0
5 11414.1 12.863 17.663 169.00 0 0
6 10821.4 16.527 21.967 130.00 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_43 1 13768.0 7.559 13.455 155.00 0 0
2 13509.1 6.035 11.703 129.00 0 0
3 11881.2 9.047 14.359 134.00 0 0
4 13401.4 6.675 14.471 122.00 0 0
5 11609.1 9.863 15.455 145.00 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_45 1 9080.8 26.447 29.567 287.00 0 0
2 10529.0 16.343 20.319 257.00 0 0
3 8868.8 28.383 32.863 272.00 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_47 1 10842.9 13.135 21.199 184.00 0 0
2 11288.0 10.047 18.063 168.00 0 0
3 10026.7 13.447 18.303 222.00 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_49 1 13951.1 8.255 15.631 191.00 0 0
2 13724.5 7.191 14.391 135.00 0 0
3 12678.6 8.003 15.575 184.00 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_50 1 11591.5 11.999 18.111 160.00 0 0
2 9832.4 19.135 23.711 183.00 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_52 1 11766.0 14.559 22.959 141.00 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 1 234 5 45.00 0 0
2 220 5 37.00 0 0
3 146 3 46.00 0 0
4 114 2 39.00 0 0
5 210 5 37.00 0 0
6 121 2 42.00 0 0
7 180 4 44.00 0 0
8 124 2 41.00 0 0
9 119 2 33.00 0 0
10 185 4 38.00 0 0
11 122 2 41.00 0 0
12 229 5 38.00 0 0
13 157 3 40.00 0 0
14 183 4 41.00 0 0
15 112 2 45.00 0 0
16 231 5 38.00 0 0
17 185 4 41.00 0 0
18 223 5 32.00 0 0
19 221 5 39.00 0 0
20 117 2 39.00 0 0
21 231 5 40.00 0 0
22 162 3 43.00 0 0
23 147 3 39.00 0 0
24 86 1 37.00 0 0
25 156 3 39.00 0 0
26 223 5 38.00 0 0
27 247 5 42.00 0 0
28 229 4 44.00 0 0
29 249 5 46.00 0 0
30 116 2 41.00 0 0
31 195 4 41.00 0 0
32 124 2 44.00 0 0
33 175 3 38.00 0 0
34 240 5 42.00 0 0
35 127 2 40.00 0 0
36 215 4 50.00 0 0
37 190 4 39.00 0 0
38 200 4 48.00 0 0
39 202 4 37.00 0 0
40 135 2 36.00 0 0
41 125 2 45.00 0 0
42 125 2 47.00 0 0
43 191 3 40.00 0 0
44 128 2 53.00 0 0
45 218 4 48.00 0 0
46 177 3 37.00 0 0
47 173 3 36.00 0 0
48 225 4 44.00 0 0
49 252 5 46.00 0 0
50 193 3 45.00 0 0
51 212 4 45.00 0 0
52 145 2 71.00 0 0
53 174 3 47.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_4 1 158 3 42.00 0 0
2 218 5 40.00 0 0
3 153 3 39.00 0 0
4 151 3 39.00 0 0
5 150 3 38.00 0 0
6 228 5 45.00 0 0
7 119 2 41.00 0 0
8 172 3 35.00 0 0
9 216 5 42.00 0 0
10 186 4 43.00 0 0
11 232 5 51.00 0 0
12 254 5 45.00 0 0
13 163 3 40.00 0 0
14 192 4 34.00 0 0
15 148 3 39.00 0 0
16 251 5 46.00 0 0
17 153 3 46.00 0 0
18 236 5 47.00 0 0
19 162 3 39.00 0 0
20 150 3 35.00 0 0
21 237 5 38.00 0 0
22 117 2 46.00 0 0
23 201 4 43.00 0 0
24 263 5 43.00 0 0
25 159 3 36.00 0 0
26 122 2 40.00 0 0
27 257 5 45.00 0 0
28 166 3 38.00 0 0
29 234 5 36.00 0 0
30 167 3 41.00 0 0
31 137 2 36.00 0 0
32 233 5 45.00 0 0
33 124 2 37.00 0 0
34 156 3 37.00 0 0
35 165 3 37.00 0 0
36 128 2 44.00 0 0
37 132 2 47.00 0 0
38 257 5 51.00 0 0
39 128 2 47.00 0 0
40 132 2 54.00 0 0
41 177 3 42.00 0 0
42 162 3 54.00 0 0
43 137 2 42.00 0 0
44 145 2 52.00 0 0
45 141 2 38.00 0 0
46 142 2 40.00 0 0
47 268 5 47.00 0 0
48 185 3 41.00 0 0
49 141 2 43.00 0 0
50 213 4 65.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_6 1 119 2 38.00 0 0
2 120 2 38.00 0 0
3 221 5 37.00 0 0
4 127 2 44.00 0 0
5 187 4 36.00 0 0
6 147 3 36.00 0 0
7 231 5 37.00 0 0
8 171 3 43.00 0 0
9 189 4 44.00 0 0
10 199 4 37.00 0 0
11 188 4 48.00 0 0
12 222 5 35.00 0 0
13 155 3 39.00 0 0
14 151 3 41.00 0 0
15 149 3 37.00 0 0
16 223 5 36.00 0 0
17 218 4 36.00 0 0
18 190 4 44.00 0 0
19 187 4 43.00 0 0
20 218 5 45.00 0 0
21 159 3 36.00 0 0
22 125 2 34.00 0 0
23 229 5 39.00 0 0
24 195 4 42.00 0 0
25 151 3 39.00 0 0
26 240 5 40.00 0 0
27 113 2 34.00 0 0
28 151 3 36.00 0 0
29 123 2 37.00 0 0
30 168 3 40.00 0 0
31 118 2 41.00 0 0
32 156 3 44.00 0 0
33 228 5 42.00 0 0
34 195 4 36.00 0 0
35 165 3 37.00 0 0
36 116 2 36.00 0 0
37 157 3 42.00 0 0
38 122 2 42.00 0 0
39 131 2 44.00 0 0
40 163 3 41.00 0 0
41 241 5 45.00 0 0
42 161 3 45.00 0 0
43 235 5 41.00 0 0
44 175 3 43.00 0 0
45 218 4 54.00 0 0
46 162 3 36.00 0 0
47 91 1 41.00 0 0
48 166 3 47.00 0 0
49 129 2 45.00 0 0
50 132 2 44.00 0 0
51 221 4 47.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_8 1 240 5 43.00 0 0
2 116 2 35.00 0 0
3 126 2 42.00 0 0
4 146 3 45.00 0 0
5 234 5 38.00 0 0
6 182 4 46.00 0 0
7 124 2 43.00 0 0
8 229 5 40.00 0 0
9 149 3 39.00 0 0
10 117 2 44.00 0 0
11 238 5 42.00 0 0
12 241 5 38.00 0 0
13 123 2 39.00 0 0
14 115 2 37.00 0 0
15 185 4 38.00 0 0
16 218 5 37.00 0 0
17 114 2 41.00 0 0
18 242 5 43.00 0 0
19 153 3 45.00 0 0
20 163 3 36.00 0 0
21 161 3 39.00 0 0
22 226 5 44.00 0 0
23 188 4 36.00 0 0
24 227 5 42.00 0 0
25 87 1 49.00 0 0
26 122 2 39.00 0 0
27 219 5 44.00 0 0
28 156 3 43.00 0 0
29 238 5 39.00 0 0
30 243 5 42.00 0 0
31 231 5 43.00 0 0
32 194 4 39.00 0 0
33 122 2 35.00 0 0
34 164 3 45.00 0 0
35 245 5 43.00 0 0
36 122 2 43.00 0 0
37 168 3 46.00 0 0
38 125 2 46.00 0 0
39 130 2 39.00 0 0
40 130 2 41.00 0 0
41 133 2 42.00 0 0
42 252 5 44.00 0 0
43 242 5 44.00 0 0
44 242 5 38.00 0 0
45 249 5 38.00 0 0
46 173 3 42.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_10 1 192 4 38.00 0 0
2 118 2 35.00 0 0
3 117 2 34.00 0 0
4 114 2 41.00 0 0
5 230 5 43.00 0 0
6 121 2 38.00 0 0
7 250 5 39.00 0 0
8 208 4 41.00 0 0
9 185 4 40.00 0 0
10 156 3 36.00 0 0
11 120 2 38.00 0 0
12 239 5 51.00 0 0
13 113 2 39.00 0 0
14 159 3 33.00 0 0
15 191 4 39.00 0 0
16 157 3 44.00 0 0
17 222 5 39.00 0 0
18 119 2 40.00 0 0
19 155 3 49.00 0 0
20 151 3 38.00 0 0
21 159 3 42.00 0 0
22 203 4 49.00 0 0
23 195 4 37.00 0 0
24 174 3 52.00 0 0
25 220 5 41.00 0 0
26 230 5 45.00 0 0
27 114 2 47.00 0 0
28 117 2 45.00 0 0
29 115 2 43.00 0 0
30 119 2 45.00 0 0
31 239 5 49.00 0 0
32 227 5 40.00 0 0
33 161 3 43.00 0 0
34 240 5 36.00 0 0
35 135 2 37.00 0 0
36 178 3 46.00 0 0
37 181 3 44.00 0 0
38 131 2 43.00 0 0
39 241 5 38.00 0 0
40 225 4 44.00 0 0
41 218 4 41.00 0 0
42 120 2 46.00 0 0
43 270 5 54.00 0 0
44 178 3 40.00 0 0
45 138 2 40.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_13 1 121 2 44.00 0 0
2 236 5 35.00 0 0
3 184 4 36.00 0 0
4 222 5 40.00 0 0
5 238 5 49.00 0 0
6 119 2 41.00 0 0
7 229 5 41.00 0 0
8 154 3 42.00 0 0
9 190 4 40.00 0 0
10 162 3 38.00 0 0
11 186 4 43.00 0 0
12 190 4 43.00 0 0
13 198 4 38.00 0 0
14 160 3 43.00 0 0
15 239 5 45.00 0 0
16 166 3 43.00 0 0
17 160 3 39.00 0 0
18 170 3 43.00 0 0
19 235 5 39.00 0 0
20 245 5 42.00 0 0
21 166 3 44.00 0 0
22 199 4 45.00 0 0
23 161 3 41.00 0 0
24 187 4 37.00 0 0
25 228 5 46.00 0 0
26 195 4 51.00 0 0
27 247 5 43.00 0 0
28 212 4 42.00 0 0
29 171 3 36.00 0 0
30 215 4 44.00 0 0
31 178 3 43.00 0 0
32 298 5 49.00 0 0
33 232 4 40.00 0 0
34 213 4 40.00 0 0
35 261 5 43.00 0 0
36 169 3 48.00 0 0
37 97 1 39.00 0 0
38 226 4 82.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_16 1 228 5 40.00 0 0
2 216 5 43.00 0 0
3 180 4 40.00 0 0
4 154 3 35.00 0 0
5 221 5 44.00 0 0
6 220 5 36.00 0 0
7 128 2 38.00 0 0
8 118 2 36.00 0 0
9 76 1 38.00 0 0
10 151 3 40.00 0 0
11 153 3 46.00 0 0
12 223 5 39.00 0 0
13 225 5 39.00 0 0
14 146 3 34.00 0 0
15 124 2 38.00 0 0
16 114 2 35.00 0 0
17 127 2 43.00 0 0
18 246 5 35.00 0 0
19 228 5 44.00 0 0
20 163 3 45.00 0 0
21 165 3 36.00 0 0
22 224 5 33.00 0 0
23 224 5 43.00 0 0
24 114 2 37.00 0 0
25 226 5 39.00 0 0
26 123 2 38.00 0 0
27 238 5 50.00 0 0
28 166 3 47.00 0 0
29 198 4 43.00 0 0
30 116 2 47.00 0 0
31 227 5 44.00 0 0
32 127 2 51.00 0 0
33 127 2 43.00 0 0
34 166 3 49.00 0 0
35 213 4 50.00 0 0
36 125 2 40.00 0 0
37 130 2 39.00 0 0
38 240 5 44.00 0 0
39 184 3 50.00 0 0
40 180 3 44.00 0 0
41 136 2 39.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_18 1 216 4 40.00 0 0
2 113 2 45.00 0 0
3 221 5 50.00 0 0
4 232 5 44.00 0 0
5 164 3 44.00 0 0
6 200 4 43.00 0 0
7 123 2 38.00 0 0
8 231 5 42.00 0 0
9 82 1 41.00 0 0
10 126 2 42.00 0 0
11 204 4 48.00 0 0
12 226 5 39.00 0 0
13 238 5 42.00 0 0
14 133 2 39.00 0 0
15 129 2 40.00 0 0
16 208 4 42.00 0 0
17 232 5 48.00 0 0
18 132 2 41.00 0 0
19 200 4 40.00 0 0
20 124 2 46.00 0 0
21 129 2 39.00 0 0
22 161 3 39.00 0 0
23 130 2 42.00 0 0
24 150 2 50.00 0 0
25 239 5 39.00 0 0
26 179 3 46.00 0 0
27 256 5 43.00 0 0
28 142 2 50.00 0 0
29 126 2 45.00 0 0
30 264 5 51.00 0 0
31 243 5 40.00 0 0
32 133 2 47.00 0 0
33 165 3 42.00 0 0
34 258 5 45.00 0 0
35 270 5 45.00 0 0
36 132 2 40.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_20 1 185 4 44.00 0 0
2 119 2 41.00 0 0
3 236 5 46.00 0 0
4 126 2 41.00 0 0
5 117 2 46.00 0 0
6 222 5 36.00 0 0
7 195 4 44.00 0 0
8 225 5 39.00 0 0
9 183 4 33.00 0 0
10 155 3 39.00 0 0
11 82 1 41.00 0 0
12 114 2 34.00 0 0
13 229 5 44.00 0 0
14 74 1 44.00 0 0
15 184 4 46.00 0 0
16 188 4 41.00 0 0
17 119 2 43.00 0 0
18 117 2 49.00 0 0
19 244 5 48.00 0 0
20 118 2 39.00 0 0
21 115 2 43.00 0 0
22 113 2 45.00 0 0
23 192 4 37.00 0 0
24 209 4 52.00 0 0
25 121 2 37.00 0 0
26 250 5 46.00 0 0
27 172 3 41.00 0 0
28 127 2 40.00 0 0
29 181 3 45.00 0 0
30 199 4 39.00 0 0
31 164 3 45.00 0 0
32 164 3 49.00 0 0
33 243 5 41.00 0 0
34 168 3 41.00 0 0
35 282 5 48.00 0 0
36 170 3 42.00 0 0
37 129 2 45.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_22 1 143 2 45.00 0 0
2 118 2 40.00 0 0
3 222 5 41.00 0 0
4 206 4 41.00 0 0
5 167 3 37.00 0 0
6 194 4 42.00 0 0
7 119 2 40.00 0 0
8 238 5 45.00 0 0
9 223 5 42.00 0 0
10 159 3 42.00 0 0
11 160 3 41.00 0 0
12 232 5 41.00 0 0
13 123 2 45.00 0 0
14 123 2 44.00 0 0
15 164 3 43.00 0 0
16 206 4 42.00 0 0
17 192 4 44.00 0 0
18 125 2 45.00 0 0
19 133 2 41.00 0 0
20 189 4 39.00 0 0
21 241 5 40.00 0 0
22 125 2 39.00 0 0
23 133 2 41.00 0 0
24 160 3 39.00 0 0
25 133 2 48.00 0 0
26 127 2 39.00 0 0
27 259 5 41.00 0 0
28 128 2 42.00 0 0
29 261 5 41.00 0 0
30 175 3 45.00 0 0
31 144 2 50.00 0 0
32 205 4 42.00 0 0
33 172 3 41.00 0 0
34 131 2 38.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_23 1 233 5 42.00 0 0
2 255 5 42.00 0 0
3 161 3 44.00 0 0
4 122 2 45.00 0 0
5 206 4 52.00 0 0
6 190 4 42.00 0 0
7 230 5 38.00 0 0
8 195 4 45.00 0 0
9 221 4 35.00 0 0
10 157 3 41.00 0 0
11 161 3 39.00 0 0
12 119 2 43.00 0 0
13 135 2 43.00 0 0
14 129 2 41.00 0 0
15 166 3 49.00 0 0
16 201 4 54.00 0 0
17 231 5 40.00 0 0
18 125 2 40.00 0 0
19 172 3 54.00 0 0
20 133 2 44.00 0 0
21 196 4 37.00 0 0
22 177 3 39.00 0 0
23 262 5 46.00 0 0
24 140 2 46.00 0 0
25 208 4 52.00 0 0
26 157 3 49.00 0 0
27 125 2 52.00 0 0
28 226 4 46.00 0 0
29 209 4 54.00 0 0
30 129 2 45.00 0 0
31 227 4 48.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_25 1 231 5 39.00 0 0
2 231 5 40.00 0 0
3 166 3 46.00 0 0
4 237 5 40.00 0 0
5 172 3 37.00 0 0
6 159 3 45.00 0 0
7 251 5 38.00 0 0
8 257 5 42.00 0 0
9 195 4 36.00 0 0
10 164 3 36.00 0 0
11 163 3 41.00 0 0
12 157 3 49.00 0 0
13 187 3 51.00 0 0
14 210 4 43.00 0 0
15 207 4 42.00 0 0
16 176 3 46.00 0 0
17 212 4 48.00 0 0
18 146 2 46.00 0 0
19 268 5 42.00 0 0
20 224 4 41.00 0 0
21 165 3 40.00 0 0
22 212 4 54.00 0 0
23 162 3 57.00 0 0
24 170 3 47.00 0 0
25 276 5 58.00 0 0
26 143 2 41.00 0 0
27 173 3 44.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_28 1 251 5 44.00 0 0
2 234 5 40.00 0 0
3 236 5 49.00 0 0
4 261 5 47.00 0 0
5 244 5 47.00 0 0
6 199 4 40.00 0 0
7 174 3 49.00 0 0
8 167 3 40.00 0 0
9 191 4 41.00 0 0
10 179 3 44.00 0 0
11 206 4 50.00 0 0
12 95 1 40.00 0 0
13 125 2 42.00 0 0
14 172 3 39.00 0 0
15 249 5 46.00 0 0
16 251 5 43.00 0 0
17 164 3 43.00 0 0
18 203 4 41.00 0 0
19 249 5 53.00 0 0
20 199 3 53.00 0 0
21 223 4 38.00 0 0
22 222 4 42.00 0 0
23 170 3 51.00 0 0
24 277 5 46.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_30 1 168 3 45.00 0 0
2 168 3 52.00 0 0
3 159 3 40.00 0 0
4 234 5 46.00 0 0
5 224 5 36.00 0 0
6 254 5 37.00 0 0
7 161 3 35.00 0 0
8 187 3 47.00 0 0
9 165 3 45.00 0 0
10 133 2 38.00 0 0
11 249 5 50.00 0 0
12 245 5 40.00 0 0
13 133 2 44.00 0 0
14 196 4 46.00 0 0
15 231 5 47.00 0 0
16 162 3 42.00 0 0
17 121 2 36.00 0 0
18 180 3 50.00 0 0
19 231 5 38.00 0 0
20 168 3 44.00 0 0
21 264 5 49.00 0 0
22 254 5 40.00 0 0
23 265 5 46.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_32 1 162 3 39.00 0 0
2 127 2 38.00 0 0
3 153 3 43.00 0 0
4 147 3 52.00 0 0
5 186 4 33.00 0 0
6 226 5 37.00 0 0
7 222 5 37.00 0 0
8 127 2 43.00 0 0
9 149 3 32.00 0 0
10 156 3 38.00 0 0
11 190 4 39.00 0 0
12 155 3 37.00 0 0
13 123 2 48.00 0 0
14 126 2 37.00 0 0
15 118 2 42.00 0 0
16 164 3 43.00 0 0
17 228 5 34.00 0 0
18 160 3 37.00 0 0
19 229 5 49.00 0 0
20 192 4 41.00 0 0
21 173 3 44.00 0 0
22 155 3 49.00 0 0
23 247 5 35.00 0 0
24 196 4 39.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_34 1 95 1 39.00 0 0
2 115 2 37.00 0 0
3 223 5 41.00 0 0
4 116 2 38.00 0 0
5 114 2 43.00 0 0
6 192 4 36.00 0 0
7 189 4 44.00 0 0
8 119 2 43.00 0 0
9 84 1 38.00 0 0
10 131 2 43.00 0 0
11 128 2 37.00 0 0
12 237 5 47.00 0 0
13 228 5 36.00 0 0
14 163 3 40.00 0 0
15 197 4 36.00 0 0
16 135 2 44.00 0 0
17 126 2 37.00 0 0
18 189 3 41.00 0 0
19 164 3 38.00 0 0
20 169 3 39.00 0 0
21 195 4 38.00 0 0
22 199 4 47.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_36 1 141 2 42.00 0 0
2 268 5 46.00 0 0
3 176 3 44.00 0 0
4 223 4 45.00 0 0
5 168 3 42.00 0 0
6 145 2 51.00 0 0
7 141 2 44.00 0 0
8 131 2 50.00 0 0
9 256 5 46.00 0 0
10 327 5 45.00 0 0
11 191 3 49.00 0 0
12 174 3 38.00 0 0
13 220 4 49.00 0 0
14 241 4 42.00 0 0
15 139 2 47.00 0 0
16 275 5 49.00 0 0
17 181 3 51.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_37 1 150 3 40.00 0 0
2 121 2 35.00 0 0
3 143 3 41.00 0 0
4 156 3 36.00 0 0
5 220 5 38.00 0 0
6 154 3 43.00 0 0
7 228 5 38.00 0 0
8 221 5 39.00 0 0
9 121 2 39.00 0 0
10 186 4 36.00 0 0
11 191 4 35.00 0 0
12 220 5 44.00 0 0
13 119 2 39.00 0 0
14 188 4 48.00 0 0
15 200 4 34.00 0 0
16 162 3 48.00 0 0
17 149 3 38.00 0 0
18 158 3 37.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_40 1 233 5 45.00 0 0
2 149 3 45.00 0 0
3 205 4 42.00 0 0
4 115 2 49.00 0 0
5 196 4 40.00 0 0
6 153 3 35.00 0 0
7 125 2 46.00 0 0
8 228 5 37.00 0 0
9 219 5 49.00 0 0
10 230 5 43.00 0 0
11 126 2 37.00 0 0
12 191 4 35.00 0 0
13 150 3 38.00 0 0
14 209 4 41.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_42 1 187 3 47.00 0 0
2 273 5 47.00 0 0
3 181 3 36.00 0 0
4 181 3 61.00 0 0
5 273 5 55.00 0 0
6 198 3 51.00 0 0
7 244 4 52.00 0 0
8 214 4 45.00 0 0
9 175 3 51.00 0 0
10 225 4 42.00 0 0
11 182 3 52.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_44 1 134 2 42.00 0 0
2 124 2 41.00 0 0
3 163 3 42.00 0 0
4 161 3 44.00 0 0
5 165 3 45.00 0 0
6 175 3 55.00 0 0
7 240 5 44.00 0 0
8 168 3 46.00 0 0
9 161 3 36.00 0 0
10 130 2 46.00 0 0
11 142 2 47.00 0 0
12 129 2 43.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_46 1 166 3 51.00 0 0
2 254 5 45.00 0 0
3 200 4 47.00 0 0
4 265 5 37.00 0 0
5 236 5 40.00 0 0
6 193 4 45.00 0 0
7 203 4 40.00 0 0
8 127 2 40.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_48 1 194 4 37.00 0 0
2 152 3 42.00 0 0
3 172 3 36.00 0 0
4 194 4 37.00 0 0
5 246 5 42.00 0 0
6 234 5 36.00 0 0
7 129 2 39.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_51 1 176 3 49.00 0 0
2 142 2 46.00 0 0
3 218 4 48.00 0 0
4 223 4 57.00 0 0
5 139 2 49.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_53 1 264 5 52.00 0 0
2 240 5 49.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_54 1 158 3 41.00 0 0

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