SPEC Cloud IaaS 2018 Benchmark
Copyright © 2018 Standard Performance Evaluation Corporation
Cloud Vendor: Inspur Electronic Information Industry CO., Ltd. (IEI)
Cloud Type / SUT Type: private/whitebox
Hardware Platform: NF5280M7
Hypervisor: KVM
Cloud Infrastructure: InCloudOS V6 Rocky
Replicated Application Instances: 45 copies
        Performance Score: 67.2
        Relative Scalability: 99.4%
        Mean Instance Provisioning Time: 40s
Tested by: Inspur Electronic Information Industry Co., Ltd. (IEI) SPEC Licence Number : 3358 Test Date : Apr 30, 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: 2023-04-20_19:46:34_UTC
Scale-out End Time: 2023-04-20_22:34:18_UTC
Test Region: CN Central Standard Time
Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 292
Reference ID: all_9

Performance Summary

Baseline Summary Results for YCSB
Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) AI Provisioning Time (s)
Average 40731.7 200.549 13.794 127.0

Baseline Summary Results for KMeans
Completion Time (s) AI Provisioning Time (s)
Average 77.16 109.0

Scale-out Summary Results for YCSB for 22 Valid AIs
Av. Throughput (ops/s) Av. Insert Latency 99% (ms) Av. Read Latency 99% (ms) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
39352.5 2.048 2.552 118.5 25.88 98.73

Scale-out Summary Results for KMeans for 23 Valid AIs
Av. Completion Time (s) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
76.3 102.3 41.30 100.00

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 62 0 49818.3 1.431 1.801 115.0 5.0
ai_4 60 0 50226.2 1.420 1.806 114.0 423.0
ai_6 54 0 49401.0 1.504 1.931 115.0 942.0
ai_7 53 0 48720.9 1.544 1.989 118.0 1378.0
ai_9 47 0 46040.1 1.666 2.082 119.0 1747.0
ai_11 48 0 49239.9 1.550 2.019 116.0 2318.0
ai_13 39 0 43799.6 1.785 2.177 116.0 2655.0
ai_16 36 0 43477.6 1.811 2.267 116.0 3186.0
ai_17 38 0 45973.5 1.755 2.260 117.0 3551.0
ai_20 27 0 37237.2 2.195 2.606 121.0 4014.0
ai_21 28 0 38803.3 2.010 2.532 116.0 4315.0
ai_23 22 0 34674.6 2.188 2.709 116.0 4812.0
ai_26 21 0 36670.8 2.171 2.726 118.0 5361.0
ai_27 20 0 37386.6 2.185 2.776 120.0 5683.0
ai_29 16 0 33877.7 2.163 2.710 121.0 6256.0
ai_32 16 0 40202.2 2.049 2.625 120.0 6845.0
ai_33 11 0 30480.7 2.524 3.026 117.0 7158.0
ai_35 8 0 29706.6 2.775 3.308 124.0 7697.0
ai_37 6 0 28396.1 2.660 3.189 119.0 8108.0
ai_40 5 0 33140.8 2.505 3.281 121.0 8705.0
ai_42 2 0 24582.7 2.873 3.352 125.0 9201.0
ai_44 1 0 33898.6 2.293 2.971 123.0 9702.0

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 96 0 77.51 92.0 11.0
ai_3 98 0 71.17 92.0 417.0
ai_5 91 0 73.01 144.0 858.0
ai_8 85 0 73.19 137.0 1424.0
ai_10 79 0 74.86 98.0 1986.0
ai_12 76 0 72.97 95.0 2387.0
ai_14 70 0 75.59 93.0 2700.0
ai_15 66 0 77.68 91.0 3095.0
ai_18 60 0 77.73 92.0 3644.0
ai_19 58 0 76.38 91.0 3995.0
ai_22 53 0 75.06 92.0 4509.0
ai_24 47 0 81.62 91.0 4875.0
ai_25 43 0 85.23 91.0 5180.0
ai_28 40 0 78.28 90.0 5740.0
ai_30 34 0 81.29 95.0 6268.0
ai_31 30 0 79.20 137.0 6724.0
ai_34 25 0 76.60 96.0 7319.0
ai_36 20 0 81.95 154.0 7722.0
ai_38 16 0 80.44 96.0 8165.0
ai_39 12 0 83.00 97.0 8555.0
ai_41 8 0 76.38 99.0 9043.0
ai_43 5 0 78.00 96.0 9403.0
ai_45 1 0 75.00 95.0 9833.0


Validation, Errors, and Issues

Glossary of "Run code":


Instance Configuration

Instance Configuration Hadoop Master
Parameter Value
instance_type_name medium
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name hadoop_kmeans
Notes some text

Instance Configuration Hadoop Slave
Parameter Value
instance_type_name medium
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name hadoop_kmeans
Notes some text

Instance Configuration YCSB
Parameter Value
instance_type_name medium
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name cassandra_ycsb
Notes some text

Instance Configuration Cassandra
Parameter Value
instance_type_name medium
cpu 4
memory 4GB
disk_size 40GB
disk_backed block storage
image_name cassandra_ycsb
Notes some text


Cloud Configuration

Cloud High Level Information and Availability
Parameter Value
Name InCloudOS V6
Type private
Sut_Type whitebox
Virtualized KVM
Manager_Protocol InCloudOS V6
Manager_Version Rocky
Hardware_Availability Apr-2023
Software/Service_Availability Jan-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 2.7.9
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 Nettrix R620 G40
Platform Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
CPU_Description Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
CPU_Frequency_MHz 2400
RAM_Memory 256 GB, ECC, DDR4, 3200MHz RDIMM
Local_Storage 1 x 240GB SATA SSD, 1 x 960GB SATA SSD
Quantity 1
Availability_Date Apr-2021
OS_Version K-UX release 5.6
OS_Availability_Date Jan-2023
Network_Adapter_1 Intel Corporation Ethernet Controller X710 for 10GBASE-T 1Gb/s
Network_Adapter_2 Intel Corporation Ethernet Controller X710 for 10GBASE-T 10Gb/s
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 Nettiex R620 G40
Hw_Platform Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
CPU_Type Eltin Xera J7-8409
CPU_Count 2
CPU_Cores_Per 4
CPU_Frequency_MHz 2400
RAM_Memory_GB 256
Primary_Cache_KB 32 KB I + 48 KB D per core, on chip
Secondary_Cache_KB 1.25 MB I+D per core, on chip
RAM_Memory_Type ECC DDR4 3200 MHz
Hw_Availability_Date Apr-2021
Local_Storage 1 x 240GB SATA SSD,1 x 960GB SATA SSD
Quantity 1
Virtualized KVM
Network_Adapter_1 Intel Corporation Ethernet Controller X710 for 10GBASE-T 1Gb/s
Network_Adapter_2 Intel Corporation Ethernet Controller X710 for 10GBASE-T 10Gb/s
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 K-UX release 5.6
OS_Availability_Date Jan-2023
Notes None

Cloud Computes Nodes
Parameter Value
type 1_Compute_nodes 9
type 1_Hw_Vendor NF5280M7
type 1_Hw_Platform Intel(R) Xeon(R) Platinum 8480+ CPU @ 2.00GHz
type 1_Quantity 9
type 1_CPU_Type x86
type 1_CPU_Count 2
type 1_CPU_Cores_Per 56
type 1_CPU_Frequency_MHz 2000
type 1_RAM_Memory_GB 256
type 1_Primary_Cache_KB 32 KB I + 48 KB D per core, on chip
type 1_Secondary_Cache_KB 2 MB I+D per core, on chip
type 1_RAM_Memory_Type ECC DDR5 4800 MHz
type 1_Hw_Availability_Date Apr-2023
type 1_Local_Storage 1 x 1.6 TB SATA SSD,2 * 800GB SATA SSD
type 1_Virtualized KVM
type 1_Network_Adapter_1 Intel Corporation Ethernet Controller X550T for 10GBASE-T 1Gb/s
type 1_Network_Adapter_2 Intel Corporation Ethernet Controller X550T for 10GBASE-T 10Gb/s
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 K-UX release 5.6
type 1_OS_Availability_Date Jan-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 1000
network 1_Function management
network 1_Notes None
network 2_Technology ethernet
network 2_Protocol TCP/IP
network 2_Protocol_version IPV4
network 2_Speed_Mbps 10000
network 2_Function data
network 2_Notes None

Cloud Schematic


Storage Configuration

Cloud Storage
Parameter Value
Storage 1_Attach_Type network
Storage 1_Capacity 16.4 TB + 16.4 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 50106.5 1.095 1.868 52.00 0 0
2 52336.8 1.060 1.537 51.00 0 0
3 53928.7 1.051 1.491 56.00 0 0
4 54251.3 1.018 1.367 54.00 0 0
5 54224.8 1.013 1.410 46.00 0 0
6 53291.4 0.995 1.318 50.00 0 0
7 56536.3 0.962 1.305 52.00 0 0
8 55817.6 0.996 1.292 46.00 0 0
9 56248.5 0.973 1.288 52.00 0 0
10 54092.8 1.014 1.319 53.00 0 0
11 56293.6 0.969 1.293 52.00 0 0
12 58465.9 0.906 1.163 47.00 0 0
13 58531.7 0.943 1.233 50.00 0 0
14 59162.8 0.935 1.308 46.00 0 0
15 58900.6 0.956 1.291 52.00 0 0
16 57478.7 0.933 1.216 50.00 0 0
17 58120.1 0.936 1.218 47.00 0 0
18 59645.4 0.934 1.245 51.00 0 0
19 57348.5 0.942 1.235 51.00 0 0
20 57295.9 1.086 1.542 52.00 0 0
21 59950.2 0.923 1.231 46.00 0 0
22 59399.2 0.947 1.375 46.00 0 0
23 56684.5 0.988 1.398 47.00 0 0
24 57476.2 1.020 1.269 52.00 0 0
25 58826.1 0.972 1.271 49.00 0 0
26 58328.6 1.019 1.305 51.00 0 0
27 58047.6 1.068 1.477 52.00 0 0
28 57282.8 1.108 1.424 47.00 0 0
29 54772.8 1.255 1.545 52.00 0 0
30 57328.8 1.084 1.420 47.00 0 0
31 56728.7 1.209 1.519 51.00 0 0
32 55647.5 1.078 1.416 50.00 0 0
33 50037.5 1.356 1.645 54.00 0 0
34 55035.0 1.243 1.455 52.00 0 0
35 49134.0 1.512 1.710 53.00 0 0
36 55549.4 1.292 1.757 57.00 0 0
37 52566.6 1.382 1.739 51.00 0 0
38 51436.4 1.521 1.877 51.00 0 0
39 48055.0 1.628 2.004 52.00 0 0
40 51749.1 1.464 1.892 56.00 0 0
41 48697.9 1.514 1.836 66.00 0 0
42 43768.9 1.708 2.038 57.00 0 0
43 43224.6 1.769 2.087 69.00 0 0
44 42930.0 1.579 1.866 65.00 0 0
45 38362.7 1.969 2.413 68.00 0 0
46 42356.3 1.764 2.075 64.00 0 0
47 44590.1 1.768 2.071 78.00 0 0
48 44689.7 1.882 2.251 76.00 0 0
49 38300.6 2.028 2.499 70.00 0 0
50 39988.0 2.089 2.605 63.00 0 0
51 40503.0 1.765 2.167 67.00 0 0
52 41913.8 1.894 2.267 74.00 0 0
53 38818.7 2.113 2.595 71.00 0 0
54 36040.9 2.079 2.459 81.00 0 0
55 36496.0 2.319 2.773 81.00 0 0
56 33299.8 2.389 2.837 65.00 0 0
57 38789.4 2.063 2.599 83.00 0 0
58 40732.4 1.962 2.413 68.00 0 0
59 40387.7 2.087 2.707 94.00 0 0
60 28314.6 2.825 3.203 84.00 0 0
61 31677.9 2.617 3.071 92.00 0 0
62 28740.0 2.723 3.183 75.00 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 57529.1 1.059 1.776 42.00 0 0
2 58909.3 1.008 1.554 47.00 0 0
3 56706.2 1.045 1.466 39.00 0 0
4 57585.4 1.005 1.416 45.00 0 0
5 59901.8 0.909 1.253 50.00 0 0
6 60867.1 0.883 1.200 45.00 0 0
7 56702.2 0.958 1.252 45.00 0 0
8 62686.1 0.914 1.186 45.00 0 0
9 59311.1 0.901 1.205 45.00 0 0
10 59004.9 0.904 1.260 40.00 0 0
11 60778.3 0.893 1.187 44.00 0 0
12 63024.9 0.881 1.165 51.00 0 0
13 58437.7 0.893 1.179 39.00 0 0
14 63472.9 0.896 1.209 45.00 0 0
15 64902.4 0.912 1.206 46.00 0 0
16 60986.8 0.918 1.182 42.00 0 0
17 58072.9 0.919 1.281 45.00 0 0
18 61195.8 0.911 1.255 44.00 0 0
19 60536.4 0.893 1.184 41.00 0 0
20 57744.2 0.914 1.220 41.00 0 0
21 60562.0 0.900 1.277 40.00 0 0
22 60146.8 0.926 1.262 42.00 0 0
23 60057.4 0.944 1.377 54.00 0 0
24 55324.3 1.009 1.382 46.00 0 0
25 61969.4 0.914 1.295 42.00 0 0
26 58954.4 0.909 1.293 45.00 0 0
27 60818.0 0.917 1.266 45.00 0 0
28 57865.3 0.940 1.252 45.00 0 0
29 59971.8 0.920 1.280 46.00 0 0
30 51041.9 1.330 1.637 46.00 0 0
31 56158.5 1.165 1.438 51.00 0 0
32 46659.2 1.492 1.738 53.00 0 0
33 45679.8 1.498 1.724 49.00 0 0
34 54573.2 1.331 1.545 53.00 0 0
35 48754.9 1.493 1.849 50.00 0 0
36 46321.5 1.518 1.893 53.00 0 0
37 46915.9 1.768 2.085 53.00 0 0
38 47525.7 1.468 1.717 50.00 0 0
39 49360.8 1.512 1.937 74.00 0 0
40 45246.8 1.766 2.111 69.00 0 0
41 46822.0 1.674 2.153 68.00 0 0
42 43297.5 1.893 2.333 58.00 0 0
43 44805.9 1.765 2.351 72.00 0 0
44 37265.8 1.992 2.383 64.00 0 0
45 40892.3 1.642 2.042 60.00 0 0
46 37395.4 1.873 2.263 81.00 0 0
47 43356.7 1.687 2.175 63.00 0 0
48 41991.2 1.777 2.285 88.00 0 0
49 33701.5 2.043 2.373 87.00 0 0
50 33552.0 2.163 2.493 95.00 0 0
51 35427.1 2.391 2.947 106.00 0 0
52 32270.0 2.107 2.541 89.00 0 0
53 31462.1 2.497 3.109 105.00 0 0
54 33749.3 2.093 2.565 88.00 0 0
55 39416.6 1.845 2.365 84.00 0 0
56 37940.9 2.257 2.855 90.00 0 0
57 34443.3 2.341 2.929 86.00 0 0
58 30515.0 2.725 3.111 91.00 0 0
59 30850.2 2.557 3.093 93.00 0 0
60 32155.6 2.557 3.021 111.00 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_6 1 55701.8 1.053 1.739 46.00 0 0
2 57534.9 0.943 1.419 46.00 0 0
3 57009.3 0.975 1.329 47.00 0 0
4 58285.2 0.943 1.252 46.00 0 0
5 57190.2 0.988 1.353 52.00 0 0
6 58277.6 0.944 1.270 51.00 0 0
7 58566.9 0.968 1.315 43.00 0 0
8 57576.3 0.937 1.244 49.00 0 0
9 60217.4 0.917 1.210 46.00 0 0
10 56057.0 1.003 1.322 50.00 0 0
11 58951.8 0.958 1.293 46.00 0 0
12 58056.0 0.954 1.269 47.00 0 0
13 57646.9 0.966 1.274 50.00 0 0
14 55483.9 1.012 1.370 51.00 0 0
15 57530.0 0.931 1.328 46.00 0 0
16 59382.4 0.946 1.253 46.00 0 0
17 58462.4 0.961 1.288 47.00 0 0
18 59573.5 0.986 1.308 47.00 0 0
19 56384.9 1.004 1.318 46.00 0 0
20 55699.4 1.024 1.353 43.00 0 0
21 55689.4 1.051 1.348 48.00 0 0
22 58255.5 1.041 1.372 49.00 0 0
23 57942.5 1.005 1.379 47.00 0 0
24 57133.1 0.987 1.400 50.00 0 0
25 57151.8 0.998 1.292 61.00 0 0
26 58374.6 1.023 1.302 48.00 0 0
27 55971.5 1.124 1.556 65.00 0 0
28 51661.6 1.670 2.065 69.00 0 0
29 56468.5 1.191 1.651 57.00 0 0
30 56734.4 1.266 1.680 52.00 0 0
31 50433.1 1.492 1.977 57.00 0 0
32 53110.3 1.424 1.962 55.00 0 0
33 51288.6 1.516 2.061 54.00 0 0
34 48661.8 1.455 1.925 59.00 0 0
35 49069.5 1.742 2.143 53.00 0 0
36 47758.9 1.624 2.069 56.00 0 0
37 44424.2 1.770 2.353 55.00 0 0
38 45245.8 1.590 2.173 58.00 0 0
39 40331.1 1.940 2.477 55.00 0 0
40 43474.5 1.903 2.357 64.00 0 0
41 44262.5 1.750 2.259 75.00 0 0
42 44867.7 1.861 2.397 72.00 0 0
43 39341.8 2.193 2.765 80.00 0 0
44 33700.4 2.475 3.049 78.00 0 0
45 38867.0 2.057 2.623 78.00 0 0
46 35234.5 2.159 2.833 91.00 0 0
47 34760.8 2.295 2.735 93.00 0 0
48 32727.6 2.207 2.765 99.00 0 0
49 34447.7 2.291 2.821 103.00 0 0
50 29452.3 2.633 3.015 112.00 0 0
51 25217.3 2.835 3.283 127.00 0 0
52 27798.8 3.003 3.529 115.00 0 0
53 25935.5 3.239 3.639 112.00 0 0
54 28269.4 3.017 3.493 96.00 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 56026.3 0.989 1.649 51.00 0 0
2 57790.9 0.962 1.325 46.00 0 0
3 57323.0 0.956 1.261 46.00 0 0
4 57515.1 0.932 1.227 42.00 0 0
5 58447.1 0.920 1.233 51.00 0 0
6 57029.6 0.949 1.264 53.00 0 0
7 56175.8 0.970 1.250 54.00 0 0
8 60915.3 0.918 1.254 50.00 0 0
9 59151.5 0.920 1.166 45.00 0 0
10 57519.2 1.057 1.304 45.00 0 0
11 58333.7 0.995 1.326 46.00 0 0
12 59254.0 0.952 1.283 48.00 0 0
13 56545.9 1.160 1.402 46.00 0 0
14 59414.2 0.925 1.171 51.00 0 0
15 56530.7 1.032 1.279 46.00 0 0
16 57218.9 1.103 1.366 51.00 0 0
17 56175.0 1.165 1.533 47.00 0 0
18 55484.7 1.101 1.363 50.00 0 0
19 53795.3 1.102 1.402 54.00 0 0
20 55664.6 1.116 1.340 47.00 0 0
21 53856.8 1.229 1.642 47.00 0 0
22 52920.6 1.251 1.682 48.00 0 0
23 55384.0 1.153 1.497 47.00 0 0
24 50522.9 1.396 2.003 51.00 0 0
25 54200.5 1.182 1.661 48.00 0 0
26 49119.5 1.547 2.037 54.00 0 0
27 49642.0 1.469 1.970 57.00 0 0
28 45037.9 1.586 2.057 57.00 0 0
29 47696.3 1.507 1.845 53.00 0 0
30 40974.0 1.701 2.199 51.00 0 0
31 39948.5 2.155 2.663 53.00 0 0
32 38854.6 2.055 2.547 53.00 0 0
33 45195.7 1.731 2.199 67.00 0 0
34 53589.9 1.225 1.662 55.00 0 0
35 52833.9 1.414 2.011 77.00 0 0
36 49100.8 1.503 2.003 68.00 0 0
37 45598.1 1.675 2.223 62.00 0 0
38 45720.0 1.782 2.333 55.00 0 0
39 42418.3 2.015 2.471 65.00 0 0
40 42911.5 1.940 2.543 79.00 0 0
41 42050.4 1.870 2.425 73.00 0 0
42 38697.1 1.932 2.467 65.00 0 0
43 45893.7 1.633 2.205 57.00 0 0
44 32849.9 2.541 3.183 72.00 0 0
45 38273.8 2.337 2.967 70.00 0 0
46 34444.5 2.697 3.365 71.00 0 0
47 34972.1 2.423 2.897 79.00 0 0
48 37953.5 2.317 2.805 84.00 0 0
49 34515.5 2.629 3.215 91.00 0 0
50 33838.9 2.517 3.193 75.00 0 0
51 36368.9 2.203 2.817 81.00 0 0
52 36667.0 2.351 2.987 86.00 0 0
53 33844.7 2.651 3.249 90.00 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 54000.8 1.100 1.878 53.00 0 0
2 54763.0 1.003 1.485 47.00 0 0
3 54654.5 0.975 1.290 46.00 0 0
4 54124.3 1.031 1.404 50.00 0 0
5 53709.3 1.040 1.391 47.00 0 0
6 55826.2 0.953 1.237 50.00 0 0
7 55483.9 1.013 1.361 48.00 0 0
8 57439.1 0.971 1.248 47.00 0 0
9 58615.8 0.961 1.268 53.00 0 0
10 56713.5 0.962 1.226 50.00 0 0
11 56546.7 1.021 1.301 51.00 0 0
12 57857.0 0.953 1.244 51.00 0 0
13 56812.5 0.963 1.258 54.00 0 0
14 57200.1 1.023 1.267 51.00 0 0
15 55544.0 1.054 1.396 48.00 0 0
16 57333.7 0.968 1.246 50.00 0 0
17 55747.6 1.153 1.433 47.00 0 0
18 52650.3 1.494 1.941 53.00 0 0
19 53888.7 1.143 1.548 56.00 0 0
20 51081.7 1.527 1.968 56.00 0 0
21 46857.1 1.700 2.155 48.00 0 0
22 51211.8 1.530 2.119 53.00 0 0
23 47474.4 1.561 1.948 53.00 0 0
24 48242.8 1.530 1.958 55.00 0 0
25 48069.4 1.841 2.207 52.00 0 0
26 48897.4 1.438 1.915 51.00 0 0
27 48761.5 1.534 1.898 67.00 0 0
28 47438.9 1.829 2.217 57.00 0 0
29 45488.7 1.664 2.109 73.00 0 0
30 40321.0 1.904 2.315 74.00 0 0
31 40570.4 1.754 2.169 60.00 0 0
32 39965.6 1.935 2.343 80.00 0 0
33 40496.9 1.936 2.327 82.00 0 0
34 42489.0 1.891 2.399 72.00 0 0
35 37779.3 2.151 2.555 72.00 0 0
36 38721.4 1.970 2.469 71.00 0 0
37 42553.2 1.858 2.315 95.00 0 0
38 36982.9 2.383 2.767 76.00 0 0
39 30612.4 2.541 3.023 67.00 0 0
40 33366.1 2.479 2.965 67.00 0 0
41 30527.8 2.871 3.497 78.00 0 0
42 31562.4 2.563 3.091 79.00 0 0
43 26763.9 2.655 3.107 68.00 0 0
44 27503.3 2.673 3.161 115.00 0 0
45 28331.0 2.807 3.321 89.00 0 0
46 26867.8 2.803 3.371 116.00 0 0
47 26037.3 3.207 3.735 113.00 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 56392.8 0.986 1.844 49.00 0 0
2 60485.1 0.981 1.412 47.00 0 0
3 58459.9 1.092 1.413 49.00 0 0
4 59316.4 1.068 1.415 46.00 0 0
5 59982.6 0.943 1.258 46.00 0 0
6 57506.0 1.125 1.368 53.00 0 0
7 59776.4 0.927 1.179 47.00 0 0
8 58134.5 1.008 1.296 45.00 0 0
9 56914.4 1.085 1.296 52.00 0 0
10 56726.3 1.136 1.370 49.00 0 0
11 57490.3 1.117 1.350 47.00 0 0
12 53583.4 1.125 1.382 47.00 0 0
13 55772.4 1.119 1.369 55.00 0 0
14 49831.2 1.466 1.985 52.00 0 0
15 53835.1 1.219 1.716 46.00 0 0
16 49004.6 1.534 2.103 47.00 0 0
17 41372.7 1.788 2.245 52.00 0 0
18 53619.3 1.329 1.912 53.00 0 0
19 50226.0 1.528 1.927 55.00 0 0
20 46843.3 1.560 2.067 46.00 0 0
21 47224.4 1.491 1.782 55.00 0 0
22 46617.9 1.585 2.042 55.00 0 0
23 51243.3 1.386 1.743 52.00 0 0
24 50312.6 1.434 1.864 48.00 0 0
25 48298.1 1.511 1.998 61.00 0 0
26 54305.8 1.250 1.688 56.00 0 0
27 51538.4 1.285 1.698 55.00 0 0
28 49870.3 1.578 2.071 54.00 0 0
29 46736.1 1.694 2.135 58.00 0 0
30 47737.3 1.626 2.021 59.00 0 0
31 50443.9 1.505 1.953 55.00 0 0
32 49157.6 1.565 2.087 66.00 0 0
33 47127.0 1.703 2.379 77.00 0 0
34 43776.1 1.933 2.579 63.00 0 0
35 49467.6 1.544 1.995 77.00 0 0
36 44584.1 1.718 2.251 68.00 0 0
37 45170.2 1.952 2.663 55.00 0 0
38 41942.8 1.987 2.581 75.00 0 0
39 46224.6 1.861 2.413 75.00 0 0
40 34908.9 2.499 3.161 62.00 0 0
41 40446.1 2.159 2.741 61.00 0 0
42 40327.5 2.169 2.801 76.00 0 0
43 39517.9 2.177 2.627 73.00 0 0
44 43444.3 1.934 2.599 92.00 0 0
45 38564.3 2.173 2.835 70.00 0 0
46 41637.2 1.937 2.577 69.00 0 0
47 38707.2 2.405 2.905 73.00 0 0
48 38913.2 2.197 2.795 78.00 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 54620.9 1.135 1.832 52.00 0 0
2 51709.7 1.081 1.491 51.00 0 0
3 55412.4 1.072 1.545 46.00 0 0
4 56415.1 0.953 1.259 52.00 0 0
5 58227.6 1.088 1.491 52.00 0 0
6 58251.3 1.088 1.460 51.00 0 0
7 57187.0 1.112 1.498 45.00 0 0
8 56214.5 1.175 1.622 51.00 0 0
9 58579.7 1.007 1.397 47.00 0 0
10 55677.0 1.204 1.620 47.00 0 0
11 55066.1 1.277 1.619 50.00 0 0
12 55471.6 1.364 1.579 51.00 0 0
13 56115.1 1.186 1.595 53.00 0 0
14 47245.0 1.515 1.793 57.00 0 0
15 53173.1 1.376 1.762 54.00 0 0
16 50098.9 1.512 1.869 53.00 0 0
17 48992.0 1.458 1.801 57.00 0 0
18 44623.4 1.800 2.201 61.00 0 0
19 48623.4 1.559 2.083 49.00 0 0
20 42409.7 1.745 2.157 61.00 0 0
21 39619.7 2.016 2.489 49.00 0 0
22 34872.4 2.233 2.615 60.00 0 0
23 38410.2 1.965 2.301 65.00 0 0
24 40918.6 1.793 2.165 60.00 0 0
25 36169.3 2.077 2.443 69.00 0 0
26 36791.1 2.137 2.509 72.00 0 0
27 36920.1 1.833 2.277 79.00 0 0
28 37774.0 2.044 2.417 73.00 0 0
29 35490.9 2.031 2.405 92.00 0 0
30 34077.9 2.034 2.365 107.00 0 0
31 34356.0 1.955 2.373 114.00 0 0
32 31240.2 2.557 2.945 107.00 0 0
33 28968.3 2.689 3.059 104.00 0 0
34 31821.8 2.597 3.005 112.00 0 0
35 31419.9 2.365 2.729 102.00 0 0
36 30375.3 2.663 3.079 122.00 0 0
37 30682.6 2.899 3.263 120.00 0 0
38 26686.9 3.003 3.371 110.00 0 0
39 27475.4 3.027 3.401 99.00 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 53106.0 1.102 1.736 50.00 0 0
2 52096.2 1.217 1.692 53.00 0 0
3 54329.4 1.147 1.471 47.00 0 0
4 53992.8 1.196 1.558 47.00 0 0
5 54415.8 1.095 1.425 54.00 0 0
6 54922.4 1.209 1.562 54.00 0 0
7 53877.9 1.316 1.608 51.00 0 0
8 51347.9 1.379 1.570 51.00 0 0
9 54596.3 1.274 1.617 52.00 0 0
10 47955.3 1.584 1.820 47.00 0 0
11 47924.9 1.572 1.993 54.00 0 0
12 45898.9 1.572 1.955 52.00 0 0
13 49786.5 1.453 1.781 62.00 0 0
14 48197.4 1.747 2.261 72.00 0 0
15 49732.7 1.668 2.073 65.00 0 0
16 48284.7 1.569 2.003 86.00 0 0
17 47383.3 1.581 2.017 88.00 0 0
18 45189.6 1.735 2.171 91.00 0 0
19 49284.1 1.458 1.954 78.00 0 0
20 43606.7 1.816 2.319 79.00 0 0
21 47009.6 1.602 2.031 90.00 0 0
22 42217.7 1.905 2.389 76.00 0 0
23 43268.5 1.918 2.439 75.00 0 0
24 37403.5 2.165 2.693 91.00 0 0
25 40466.2 1.987 2.553 77.00 0 0
26 42685.8 1.840 2.319 81.00 0 0
27 38320.8 1.938 2.629 86.00 0 0
28 31277.9 2.509 3.023 102.00 0 0
29 32514.0 2.357 2.951 96.00 0 0
30 30438.4 2.749 3.273 81.00 0 0
31 28843.2 2.479 2.947 99.00 0 0
32 25347.6 2.659 3.057 109.00 0 0
33 28023.8 2.735 3.223 94.00 0 0
34 28313.2 2.757 3.405 93.00 0 0
35 30363.5 2.379 2.955 110.00 0 0
36 32772.4 2.531 3.133 104.00 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 55451.6 1.134 1.959 53.00 0 0
2 54927.7 1.116 1.639 53.00 0 0
3 54979.0 1.276 1.646 47.00 0 0
4 52703.0 1.097 1.541 52.00 0 0
5 56904.7 1.076 1.418 47.00 0 0
6 56685.3 1.064 1.447 50.00 0 0
7 56400.0 1.150 1.565 53.00 0 0
8 55918.2 1.185 1.600 57.00 0 0
9 54662.7 1.357 1.815 47.00 0 0
10 48627.5 1.514 1.833 50.00 0 0
11 50300.5 1.382 1.788 49.00 0 0
12 51848.4 1.564 1.980 52.00 0 0
13 50174.4 1.621 1.980 55.00 0 0
14 55297.5 1.314 1.676 55.00 0 0
15 47214.9 1.941 2.341 46.00 0 0
16 43345.9 2.025 2.523 48.00 0 0
17 51626.2 1.459 1.987 49.00 0 0
18 54994.2 1.365 1.799 63.00 0 0
19 47732.7 1.709 2.253 51.00 0 0
20 42624.8 1.881 2.361 52.00 0 0
21 40449.8 1.887 2.393 59.00 0 0
22 47522.9 1.591 2.018 54.00 0 0
23 45093.3 1.783 2.231 60.00 0 0
24 42584.9 1.956 2.549 68.00 0 0
25 41245.2 1.939 2.509 59.00 0 0
26 47907.6 1.662 2.091 63.00 0 0
27 42367.5 1.841 2.403 60.00 0 0
28 42010.6 2.055 2.557 55.00 0 0
29 44288.0 2.046 2.541 73.00 0 0
30 41762.4 2.115 2.675 68.00 0 0
31 36210.9 2.421 3.191 72.00 0 0
32 35320.4 2.371 2.955 67.00 0 0
33 31940.0 2.477 3.065 59.00 0 0
34 32373.7 2.377 3.005 74.00 0 0
35 32002.6 2.491 3.245 72.00 0 0
36 35051.1 2.313 2.891 99.00 0 0
37 33078.6 2.555 3.081 99.00 0 0
38 33365.3 2.585 3.337 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_20 1 45992.9 1.377 1.905 52.00 0 0
2 50590.6 1.329 1.730 46.00 0 0
3 43800.1 1.673 1.950 59.00 0 0
4 40556.4 1.662 2.007 55.00 0 0
5 46144.6 1.642 2.075 55.00 0 0
6 46008.7 1.707 2.081 63.00 0 0
7 44689.7 1.615 2.005 72.00 0 0
8 47334.5 1.555 1.846 58.00 0 0
9 41952.5 1.858 2.323 71.00 0 0
10 45106.5 1.958 2.427 65.00 0 0
11 37409.0 2.217 2.625 70.00 0 0
12 37438.8 2.032 2.439 77.00 0 0
13 41886.6 2.105 2.539 82.00 0 0
14 34470.6 2.177 2.565 73.00 0 0
15 36076.7 2.063 2.435 85.00 0 0
16 34118.3 2.201 2.657 82.00 0 0
17 31554.7 2.573 3.019 80.00 0 0
18 31516.2 2.553 3.005 90.00 0 0
19 29783.6 2.397 2.793 97.00 0 0
20 27300.8 2.867 3.237 90.00 0 0
21 31236.6 2.751 3.083 87.00 0 0
22 28868.8 3.235 3.719 113.00 0 0
23 31956.0 2.605 3.017 113.00 0 0
24 30669.9 2.483 2.917 118.00 0 0
25 30238.7 2.935 3.379 136.00 0 0
26 31032.5 2.759 3.229 130.00 0 0
27 27670.2 2.931 3.367 127.00 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 43055.7 1.573 2.211 49.00 0 0
2 38864.0 1.794 2.341 46.00 0 0
3 45587.2 1.700 2.299 51.00 0 0
4 45028.3 1.540 2.044 51.00 0 0
5 42237.3 1.600 2.077 52.00 0 0
6 47185.4 1.634 2.085 59.00 0 0
7 46774.3 1.464 1.968 50.00 0 0
8 49520.9 1.405 1.832 62.00 0 0
9 44263.9 1.806 2.201 67.00 0 0
10 43064.0 1.642 2.023 79.00 0 0
11 44882.8 1.592 2.131 82.00 0 0
12 45333.5 1.908 2.339 79.00 0 0
13 39793.9 1.767 2.275 79.00 0 0
14 37767.6 1.937 2.365 76.00 0 0
15 37035.0 2.099 2.705 64.00 0 0
16 32693.9 2.365 2.945 76.00 0 0
17 33616.8 2.279 2.905 68.00 0 0
18 33953.8 1.977 2.441 109.00 0 0
19 29439.0 2.431 2.849 98.00 0 0
20 31607.8 2.385 2.999 89.00 0 0
21 30252.8 2.513 3.085 107.00 0 0
22 34585.9 2.353 2.963 67.00 0 0
23 35021.4 2.313 2.877 101.00 0 0
24 39030.5 2.283 2.781 88.00 0 0
25 37749.0 2.389 2.979 92.00 0 0
26 32143.0 2.565 3.083 116.00 0 0
27 34035.3 2.461 2.995 113.00 0 0
28 31968.8 2.499 3.107 116.00 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 48180.0 1.475 2.117 70.00 0 0
2 43951.2 1.636 2.059 64.00 0 0
3 48619.8 1.369 1.812 65.00 0 0
4 39969.6 1.690 2.265 57.00 0 0
5 38744.3 1.886 2.319 63.00 0 0
6 40028.0 2.041 2.451 70.00 0 0
7 38604.4 1.934 2.401 85.00 0 0
8 38133.7 2.057 2.711 77.00 0 0
9 36356.4 1.989 2.545 91.00 0 0
10 33473.1 1.900 2.409 81.00 0 0
11 44598.1 1.636 2.105 99.00 0 0
12 35482.4 2.329 2.825 101.00 0 0
13 30849.4 2.171 2.629 108.00 0 0
14 31205.4 2.201 2.619 99.00 0 0
15 25199.9 2.877 3.361 109.00 0 0
16 25709.1 2.663 3.127 103.00 0 0
17 27558.3 2.713 3.231 85.00 0 0
18 31161.6 2.393 3.069 101.00 0 0
19 27805.4 2.621 3.225 109.00 0 0
20 26544.4 2.819 3.429 100.00 0 0
21 25510.2 2.813 3.385 127.00 0 0
22 25157.4 2.925 3.505 103.00 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 40849.3 1.716 2.465 57.00 0 0
2 41477.0 1.889 2.443 71.00 0 0
3 37795.8 2.129 2.557 61.00 0 0
4 45599.6 1.698 2.227 85.00 0 0
5 44242.9 1.720 2.341 69.00 0 0
6 40406.5 1.871 2.393 85.00 0 0
7 40917.4 1.812 2.365 59.00 0 0
8 41480.9 1.801 2.393 73.00 0 0
9 41686.6 1.827 2.441 59.00 0 0
10 39419.7 1.890 2.455 89.00 0 0
11 34231.6 2.093 2.597 79.00 0 0
12 35996.8 2.213 2.735 91.00 0 0
13 29881.5 2.421 2.969 65.00 0 0
14 33528.1 2.299 2.823 109.00 0 0
15 33714.0 2.645 3.181 85.00 0 0
16 32531.4 2.401 2.987 122.00 0 0
17 33114.8 2.331 2.835 111.00 0 0
18 35416.7 2.349 2.979 97.00 0 0
19 28661.7 2.769 3.265 82.00 0 0
20 30790.5 2.737 3.239 117.00 0 0
21 28343.9 2.989 3.549 108.00 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 40446.1 1.767 2.431 63.00 0 0
2 42903.3 1.696 2.297 49.00 0 0
3 48753.1 1.548 2.109 58.00 0 0
4 42138.5 1.796 2.399 75.00 0 0
5 43774.7 1.885 2.527 71.00 0 0
6 43780.0 1.678 2.329 80.00 0 0
7 40767.2 1.904 2.529 64.00 0 0
8 40203.0 2.045 2.625 86.00 0 0
9 39209.2 2.057 2.813 79.00 0 0
10 43186.3 1.759 2.249 69.00 0 0
11 47720.7 1.635 2.241 79.00 0 0
12 35047.4 2.161 2.757 75.00 0 0
13 35927.6 2.267 2.927 74.00 0 0
14 29812.3 2.835 3.397 83.00 0 0
15 30661.9 2.619 3.173 77.00 0 0
16 28768.7 2.561 3.097 74.00 0 0
17 30686.8 2.447 3.015 109.00 0 0
18 30244.8 2.963 3.471 129.00 0 0
19 26203.2 2.933 3.483 107.00 0 0
20 27497.8 3.147 3.647 102.00 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 37303.3 1.847 2.423 70.00 0 0
2 39618.1 1.819 2.305 66.00 0 0
3 39705.4 1.667 2.131 68.00 0 0
4 39077.0 1.827 2.367 61.00 0 0
5 40647.5 1.734 2.273 86.00 0 0
6 33467.8 2.032 2.491 83.00 0 0
7 33662.1 2.038 2.615 63.00 0 0
8 33046.4 2.331 2.777 101.00 0 0
9 36066.6 1.956 2.485 89.00 0 0
10 29391.0 2.701 3.361 108.00 0 0
11 30274.1 2.457 2.973 93.00 0 0
12 30854.4 2.297 2.953 90.00 0 0
13 31626.6 2.383 2.951 90.00 0 0
14 30258.8 2.539 3.061 91.00 0 0
15 28356.5 2.531 3.189 118.00 0 0
16 28687.2 2.441 3.001 96.00 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 40405.7 2.036 2.621 60.00 0 0
2 42657.6 1.877 2.499 67.00 0 0
3 45883.7 1.808 2.325 58.00 0 0
4 47020.1 1.783 2.217 53.00 0 0
5 49711.7 1.617 2.169 54.00 0 0
6 40640.5 2.217 2.927 61.00 0 0
7 47187.6 1.630 2.275 52.00 0 0
8 43531.7 1.867 2.497 67.00 0 0
9 42693.1 2.113 2.899 65.00 0 0
10 38094.1 2.161 2.775 73.00 0 0
11 40632.2 2.079 2.687 60.00 0 0
12 30138.4 2.221 2.693 78.00 0 0
13 29690.3 2.663 3.091 64.00 0 0
14 33913.8 2.085 2.573 62.00 0 0
15 36047.1 2.211 2.767 93.00 0 0
16 34988.3 2.421 2.987 110.00 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 31735.7 2.413 3.085 82.00 0 0
2 31827.6 2.323 2.857 78.00 0 0
3 30542.7 2.367 2.843 89.00 0 0
4 34276.5 2.177 2.659 84.00 0 0
5 28365.2 2.827 3.343 102.00 0 0
6 31355.1 2.455 2.955 91.00 0 0
7 28364.4 2.509 2.957 94.00 0 0
8 28170.0 2.625 3.035 98.00 0 0
9 30980.1 2.587 3.079 91.00 0 0
10 31223.4 2.665 3.141 114.00 0 0
11 28446.7 2.817 3.337 98.00 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 31811.2 2.445 3.121 90.00 0 0
2 33978.4 2.441 3.019 108.00 0 0
3 30481.5 2.551 3.151 115.00 0 0
4 28749.3 2.685 3.107 106.00 0 0
5 28884.6 2.559 3.107 137.00 0 0
6 29302.5 2.981 3.435 117.00 0 0
7 25689.1 3.195 3.707 108.00 0 0
8 28756.1 3.341 3.815 127.00 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_37 1 31958.6 2.811 3.495 76.00 0 0
2 29897.6 2.563 3.051 92.00 0 0
3 25765.9 2.623 3.017 133.00 0 0
4 27489.9 2.685 3.215 146.00 0 0
5 28494.3 2.593 3.163 108.00 0 0
6 26770.4 2.687 3.195 121.00 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_40 1 30844.7 2.617 3.379 91.00 0 0
2 31052.3 2.649 3.361 72.00 0 0
3 33920.4 2.205 2.921 77.00 0 0
4 35018.0 2.409 3.219 79.00 0 0
5 34868.7 2.643 3.527 82.00 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_42 1 24435.2 2.869 3.381 117.00 0 0
2 24730.1 2.877 3.323 84.00 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_44 1 33898.6 2.293 2.971 104.00 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 92 4 22.00 0 0
2 100 5 18.00 0 0
3 65 3 18.00 0 0
4 63 3 17.00 0 0
5 96 5 18.00 0 0
6 48 2 20.00 0 0
7 46 2 24.00 0 0
8 81 4 20.00 0 0
9 95 5 17.00 0 0
10 60 3 24.00 0 0
11 63 3 17.00 0 0
12 47 2 19.00 0 0
13 92 5 18.00 0 0
14 62 3 18.00 0 0
15 92 5 17.00 0 0
16 63 3 20.00 0 0
17 78 4 19.00 0 0
18 64 3 18.00 0 0
19 68 3 19.00 0 0
20 63 3 18.00 0 0
21 64 3 20.00 0 0
22 62 3 20.00 0 0
23 75 4 22.00 0 0
24 47 2 19.00 0 0
25 77 4 22.00 0 0
26 47 2 19.00 0 0
27 48 2 18.00 0 0
28 94 5 19.00 0 0
29 86 4 19.00 0 0
30 95 5 18.00 0 0
31 49 2 20.00 0 0
32 63 3 18.00 0 0
33 92 5 23.00 0 0
34 48 2 19.00 0 0
35 64 3 20.00 0 0
36 48 2 21.00 0 0
37 78 4 19.00 0 0
38 52 2 19.00 0 0
39 94 5 20.00 0 0
40 49 2 20.00 0 0
41 98 5 23.00 0 0
42 99 5 19.00 0 0
43 72 3 23.00 0 0
44 82 4 19.00 0 0
45 101 5 21.00 0 0
46 98 5 19.00 0 0
47 81 4 19.00 0 0
48 50 2 20.00 0 0
49 52 2 21.00 0 0
50 68 3 20.00 0 0
51 99 5 18.00 0 0
52 50 2 19.00 0 0
53 56 2 24.00 0 0
54 84 4 20.00 0 0
55 99 5 20.00 0 0
56 66 3 19.00 0 0
57 72 3 24.00 0 0
58 67 3 20.00 0 0
59 112 5 20.00 0 0
60 97 4 22.00 0 0
61 67 3 20.00 0 0
62 53 2 21.00 0 0
63 69 3 21.00 0 0
64 85 4 22.00 0 0
65 103 5 22.00 0 0
66 90 4 20.00 0 0
67 68 3 20.00 0 0
68 87 4 22.00 0 0
69 73 3 22.00 0 0
70 91 4 21.00 0 0
71 109 5 22.00 0 0
72 118 5 22.00 0 0
73 103 5 19.00 0 0
74 53 2 24.00 0 0
75 69 3 22.00 0 0
76 105 5 22.00 0 0
77 73 3 26.00 0 0
78 73 3 24.00 0 0
79 73 3 26.00 0 0
80 106 5 21.00 0 0
81 112 5 24.00 0 0
82 73 3 21.00 0 0
83 90 4 25.00 0 0
84 73 3 23.00 0 0
85 103 4 21.00 0 0
86 54 2 21.00 0 0
87 108 5 27.00 0 0
88 90 4 22.00 0 0
89 88 4 21.00 0 0
90 89 4 23.00 0 0
91 56 2 21.00 0 0
92 97 4 27.00 0 0
93 107 5 23.00 0 0
94 111 5 22.00 0 0
95 74 3 23.00 0 0
96 75 3 21.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_3 1 69 3 20.00 0 0
2 94 5 19.00 0 0
3 54 2 17.00 0 0
4 80 4 18.00 0 0
5 48 2 18.00 0 0
6 77 4 20.00 0 0
7 66 3 20.00 0 0
8 63 3 19.00 0 0
9 62 3 19.00 0 0
10 62 3 19.00 0 0
11 81 4 22.00 0 0
12 89 4 18.00 0 0
13 49 2 18.00 0 0
14 46 2 18.00 0 0
15 50 2 19.00 0 0
16 101 5 23.00 0 0
17 96 5 18.00 0 0
18 47 2 19.00 0 0
19 46 2 18.00 0 0
20 49 2 18.00 0 0
21 93 5 19.00 0 0
22 62 3 23.00 0 0
23 47 2 24.00 0 0
24 93 5 18.00 0 0
25 65 3 19.00 0 0
26 93 5 18.00 0 0
27 80 4 21.00 0 0
28 94 5 21.00 0 0
29 63 3 19.00 0 0
30 67 3 18.00 0 0
31 64 3 20.00 0 0
32 85 4 20.00 0 0
33 50 2 22.00 0 0
34 96 5 20.00 0 0
35 100 5 18.00 0 0
36 95 5 19.00 0 0
37 96 5 21.00 0 0
38 50 2 18.00 0 0
39 96 5 23.00 0 0
40 99 5 23.00 0 0
41 78 4 19.00 0 0
42 49 2 20.00 0 0
43 56 2 20.00 0 0
44 66 3 21.00 0 0
45 104 5 19.00 0 0
46 63 3 20.00 0 0
47 66 3 19.00 0 0
48 93 4 20.00 0 0
49 49 2 19.00 0 0
50 51 2 23.00 0 0
51 55 2 20.00 0 0
52 78 4 19.00 0 0
53 52 2 19.00 0 0
54 102 5 21.00 0 0
55 76 3 21.00 0 0
56 98 5 19.00 0 0
57 66 3 20.00 0 0
58 73 3 20.00 0 0
59 66 3 20.00 0 0
60 68 3 20.00 0 0
61 50 2 21.00 0 0
62 37 1 24.00 0 0
63 72 3 25.00 0 0
64 97 5 20.00 0 0
65 52 2 21.00 0 0
66 52 2 19.00 0 0
67 53 2 20.00 0 0
68 51 2 18.00 0 0
69 53 2 20.00 0 0
70 107 5 20.00 0 0
71 71 3 22.00 0 0
72 70 3 20.00 0 0
73 51 2 20.00 0 0
74 67 3 21.00 0 0
75 67 3 21.00 0 0
76 91 4 22.00 0 0
77 53 2 20.00 0 0
78 84 4 20.00 0 0
79 74 3 21.00 0 0
80 76 3 21.00 0 0
81 52 2 21.00 0 0
82 56 2 20.00 0 0
83 51 2 22.00 0 0
84 68 3 21.00 0 0
85 60 2 22.00 0 0
86 53 2 20.00 0 0
87 51 2 26.00 0 0
88 52 2 21.00 0 0
89 102 5 21.00 0 0
90 68 3 25.00 0 0
91 77 3 21.00 0 0
92 105 5 21.00 0 0
93 54 2 22.00 0 0
94 71 3 22.00 0 0
95 75 3 22.00 0 0
96 111 5 21.00 0 0
97 107 5 26.00 0 0
98 108 5 23.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_5 1 50 2 23.00 0 0
2 64 3 19.00 0 0
3 70 3 23.00 0 0
4 90 5 19.00 0 0
5 93 5 20.00 0 0
6 66 3 21.00 0 0
7 101 5 20.00 0 0
8 79 4 21.00 0 0
9 63 3 19.00 0 0
10 95 5 21.00 0 0
11 62 3 19.00 0 0
12 48 2 19.00 0 0
13 96 5 19.00 0 0
14 78 4 17.00 0 0
15 98 5 18.00 0 0
16 70 3 18.00 0 0
17 75 4 19.00 0 0
18 82 4 21.00 0 0
19 51 2 20.00 0 0
20 80 4 19.00 0 0
21 93 5 19.00 0 0
22 46 2 19.00 0 0
23 91 5 20.00 0 0
24 93 5 21.00 0 0
25 53 2 24.00 0 0
26 61 3 19.00 0 0
27 61 3 19.00 0 0
28 97 5 22.00 0 0
29 51 2 19.00 0 0
30 48 2 21.00 0 0
31 69 3 20.00 0 0
32 79 4 19.00 0 0
33 66 3 20.00 0 0
34 49 2 18.00 0 0
35 37 1 19.00 0 0
36 93 4 21.00 0 0
37 65 3 23.00 0 0
38 63 3 18.00 0 0
39 50 2 19.00 0 0
40 67 3 21.00 0 0
41 67 3 20.00 0 0
42 69 3 20.00 0 0
43 55 2 19.00 0 0
44 73 3 21.00 0 0
45 52 2 19.00 0 0
46 99 5 21.00 0 0
47 70 3 20.00 0 0
48 104 5 21.00 0 0
49 54 2 23.00 0 0
50 54 2 20.00 0 0
51 103 5 24.00 0 0
52 98 5 20.00 0 0
53 100 5 21.00 0 0
54 84 4 25.00 0 0
55 51 2 21.00 0 0
56 73 3 22.00 0 0
57 101 5 20.00 0 0
58 101 5 21.00 0 0
59 101 5 20.00 0 0
60 104 5 21.00 0 0
61 87 4 22.00 0 0
62 54 2 20.00 0 0
63 53 2 20.00 0 0
64 110 5 25.00 0 0
65 104 5 21.00 0 0
66 73 3 26.00 0 0
67 53 2 23.00 0 0
68 54 2 22.00 0 0
69 55 2 20.00 0 0
70 56 2 22.00 0 0
71 55 2 23.00 0 0
72 52 2 22.00 0 0
73 101 5 22.00 0 0
74 60 2 21.00 0 0
75 107 5 23.00 0 0
76 63 2 21.00 0 0
77 104 5 22.00 0 0
78 55 2 21.00 0 0
79 53 2 23.00 0 0
80 54 2 23.00 0 0
81 54 2 21.00 0 0
82 53 2 26.00 0 0
83 72 3 23.00 0 0
84 108 5 21.00 0 0
85 105 5 21.00 0 0
86 53 2 21.00 0 0
87 55 2 21.00 0 0
88 72 3 22.00 0 0
89 55 2 24.00 0 0
90 63 2 20.00 0 0
91 95 4 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_8 1 94 5 20.00 0 0
2 48 2 21.00 0 0
3 94 5 21.00 0 0
4 101 5 19.00 0 0
5 93 5 18.00 0 0
6 100 5 20.00 0 0
7 100 5 19.00 0 0
8 33 1 20.00 0 0
9 48 2 19.00 0 0
10 69 3 18.00 0 0
11 62 3 19.00 0 0
12 88 4 21.00 0 0
13 57 2 21.00 0 0
14 69 3 21.00 0 0
15 66 3 18.00 0 0
16 51 2 19.00 0 0
17 50 2 19.00 0 0
18 49 2 20.00 0 0
19 79 4 23.00 0 0
20 97 5 20.00 0 0
21 47 2 23.00 0 0
22 51 2 18.00 0 0
23 53 2 20.00 0 0
24 98 5 18.00 0 0
25 63 3 20.00 0 0
26 48 2 21.00 0 0
27 34 1 19.00 0 0
28 80 4 18.00 0 0
29 78 4 20.00 0 0
30 50 2 20.00 0 0
31 68 3 20.00 0 0
32 50 2 20.00 0 0
33 80 4 20.00 0 0
34 81 4 18.00 0 0
35 51 2 19.00 0 0
36 97 5 21.00 0 0
37 50 2 20.00 0 0
38 67 3 23.00 0 0
39 49 2 21.00 0 0
40 108 5 19.00 0 0
41 70 3 19.00 0 0
42 34 1 21.00 0 0
43 50 2 22.00 0 0
44 67 3 21.00 0 0
45 87 4 20.00 0 0
46 87 4 20.00 0 0
47 98 5 19.00 0 0
48 105 5 21.00 0 0
49 83 4 21.00 0 0
50 77 3 19.00 0 0
51 101 5 21.00 0 0
52 74 3 20.00 0 0
53 95 5 19.00 0 0
54 98 5 20.00 0 0
55 61 2 19.00 0 0
56 49 2 23.00 0 0
57 99 5 20.00 0 0
58 52 2 20.00 0 0
59 94 4 25.00 0 0
60 103 5 20.00 0 0
61 53 2 23.00 0 0
62 75 3 23.00 0 0
63 68 3 23.00 0 0
64 104 5 21.00 0 0
65 55 2 20.00 0 0
66 102 5 21.00 0 0
67 103 5 20.00 0 0
68 53 2 20.00 0 0
69 100 5 21.00 0 0
70 70 3 20.00 0 0
71 72 3 21.00 0 0
72 68 3 22.00 0 0
73 56 2 21.00 0 0
74 63 2 21.00 0 0
75 58 2 22.00 0 0
76 101 5 22.00 0 0
77 57 2 25.00 0 0
78 76 3 22.00 0 0
79 105 5 22.00 0 0
80 56 2 20.00 0 0
81 55 2 20.00 0 0
82 85 4 20.00 0 0
83 73 3 21.00 0 0
84 90 4 25.00 0 0
85 88 4 21.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_10 1 97 5 21.00 0 0
2 49 2 19.00 0 0
3 77 4 18.00 0 0
4 51 2 20.00 0 0
5 80 4 19.00 0 0
6 87 4 19.00 0 0
7 89 5 19.00 0 0
8 65 3 20.00 0 0
9 50 2 19.00 0 0
10 63 3 19.00 0 0
11 86 4 20.00 0 0
12 66 3 19.00 0 0
13 79 4 19.00 0 0
14 64 3 18.00 0 0
15 51 2 19.00 0 0
16 69 3 24.00 0 0
17 48 2 19.00 0 0
18 66 3 24.00 0 0
19 98 5 18.00 0 0
20 77 4 20.00 0 0
21 82 4 23.00 0 0
22 95 5 24.00 0 0
23 69 3 19.00 0 0
24 69 3 19.00 0 0
25 83 4 20.00 0 0
26 50 2 19.00 0 0
27 64 3 19.00 0 0
28 50 2 20.00 0 0
29 86 4 19.00 0 0
30 68 3 19.00 0 0
31 97 5 19.00 0 0
32 109 5 20.00 0 0
33 50 2 20.00 0 0
34 72 3 24.00 0 0
35 53 2 20.00 0 0
36 84 4 20.00 0 0
37 48 2 24.00 0 0
38 51 2 21.00 0 0
39 39 1 22.00 0 0
40 55 2 24.00 0 0
41 83 4 21.00 0 0
42 81 4 21.00 0 0
43 99 5 23.00 0 0
44 79 3 21.00 0 0
45 99 5 24.00 0 0
46 86 4 21.00 0 0
47 86 4 20.00 0 0
48 92 4 21.00 0 0
49 86 4 22.00 0 0
50 57 2 22.00 0 0
51 69 3 22.00 0 0
52 54 2 21.00 0 0
53 73 3 24.00 0 0
54 38 1 21.00 0 0
55 93 4 22.00 0 0
56 71 3 21.00 0 0
57 107 5 20.00 0 0
58 57 2 21.00 0 0
59 61 2 22.00 0 0
60 78 3 22.00 0 0
61 79 3 22.00 0 0
62 98 4 20.00 0 0
63 58 2 21.00 0 0
64 70 3 21.00 0 0
65 72 3 23.00 0 0
66 112 5 21.00 0 0
67 106 5 20.00 0 0
68 53 2 25.00 0 0
69 72 3 21.00 0 0
70 64 2 27.00 0 0
71 91 4 26.00 0 0
72 91 4 23.00 0 0
73 102 5 23.00 0 0
74 75 3 21.00 0 0
75 93 4 26.00 0 0
76 53 2 24.00 0 0
77 122 5 21.00 0 0
78 92 4 21.00 0 0
79 76 3 23.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_12 1 95 5 23.00 0 0
2 78 4 18.00 0 0
3 84 4 18.00 0 0
4 98 5 21.00 0 0
5 86 4 20.00 0 0
6 48 2 19.00 0 0
7 48 2 20.00 0 0
8 65 3 19.00 0 0
9 77 4 19.00 0 0
10 66 3 19.00 0 0
11 80 4 21.00 0 0
12 97 5 19.00 0 0
13 108 5 24.00 0 0
14 93 5 19.00 0 0
15 89 4 20.00 0 0
16 84 4 19.00 0 0
17 49 2 18.00 0 0
18 49 2 21.00 0 0
19 85 4 19.00 0 0
20 50 2 20.00 0 0
21 67 3 22.00 0 0
22 55 2 22.00 0 0
23 53 2 18.00 0 0
24 51 2 21.00 0 0
25 50 2 20.00 0 0
26 66 3 19.00 0 0
27 84 4 21.00 0 0
28 49 2 20.00 0 0
29 66 3 21.00 0 0
30 85 4 22.00 0 0
31 68 3 22.00 0 0
32 65 3 21.00 0 0
33 54 2 21.00 0 0
34 99 5 22.00 0 0
35 36 1 22.00 0 0
36 73 3 21.00 0 0
37 99 5 20.00 0 0
38 86 4 20.00 0 0
39 104 5 21.00 0 0
40 99 5 20.00 0 0
41 83 4 22.00 0 0
42 67 3 21.00 0 0
43 96 5 20.00 0 0
44 54 2 21.00 0 0
45 53 2 20.00 0 0
46 117 5 20.00 0 0
47 52 2 20.00 0 0
48 102 5 21.00 0 0
49 76 3 26.00 0 0
50 58 2 21.00 0 0
51 72 3 22.00 0 0
52 103 5 22.00 0 0
53 35 1 21.00 0 0
54 103 5 21.00 0 0
55 55 2 21.00 0 0
56 70 3 23.00 0 0
57 52 2 21.00 0 0
58 52 2 21.00 0 0
59 72 3 20.00 0 0
60 72 3 23.00 0 0
61 73 3 21.00 0 0
62 70 3 21.00 0 0
63 54 2 21.00 0 0
64 55 2 24.00 0 0
65 51 2 21.00 0 0
66 54 2 22.00 0 0
67 41 1 22.00 0 0
68 77 3 21.00 0 0
69 73 3 21.00 0 0
70 105 5 23.00 0 0
71 75 3 27.00 0 0
72 110 5 23.00 0 0
73 88 4 22.00 0 0
74 53 2 22.00 0 0
75 73 3 22.00 0 0
76 112 5 27.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_14 1 95 5 22.00 0 0
2 95 5 18.00 0 0
3 97 5 19.00 0 0
4 91 5 20.00 0 0
5 97 5 20.00 0 0
6 64 3 20.00 0 0
7 66 3 19.00 0 0
8 86 4 19.00 0 0
9 67 3 20.00 0 0
10 101 5 20.00 0 0
11 77 4 21.00 0 0
12 83 4 19.00 0 0
13 49 2 21.00 0 0
14 64 3 19.00 0 0
15 66 3 19.00 0 0
16 50 2 19.00 0 0
17 74 3 18.00 0 0
18 49 2 20.00 0 0
19 50 2 20.00 0 0
20 49 2 20.00 0 0
21 81 4 19.00 0 0
22 82 4 21.00 0 0
23 69 3 23.00 0 0
24 102 5 23.00 0 0
25 55 2 21.00 0 0
26 107 5 21.00 0 0
27 68 3 20.00 0 0
28 70 3 20.00 0 0
29 72 3 21.00 0 0
30 87 4 25.00 0 0
31 99 5 20.00 0 0
32 80 3 21.00 0 0
33 51 2 22.00 0 0
34 90 4 25.00 0 0
35 52 2 21.00 0 0
36 70 3 21.00 0 0
37 53 2 22.00 0 0
38 66 3 22.00 0 0
39 57 2 22.00 0 0
40 84 4 21.00 0 0
41 51 2 23.00 0 0
42 58 2 22.00 0 0
43 100 4 20.00 0 0
44 58 2 22.00 0 0
45 71 3 21.00 0 0
46 86 4 22.00 0 0
47 75 3 24.00 0 0
48 105 5 20.00 0 0
49 68 3 23.00 0 0
50 94 4 22.00 0 0
51 73 3 20.00 0 0
52 74 3 22.00 0 0
53 105 5 23.00 0 0
54 72 3 23.00 0 0
55 71 3 21.00 0 0
56 88 4 22.00 0 0
57 88 4 21.00 0 0
58 115 5 26.00 0 0
59 59 2 23.00 0 0
60 59 2 21.00 0 0
61 78 3 23.00 0 0
62 101 4 22.00 0 0
63 75 3 21.00 0 0
64 70 3 21.00 0 0
65 73 3 22.00 0 0
66 59 2 26.00 0 0
67 105 5 22.00 0 0
68 59 2 26.00 0 0
69 76 3 26.00 0 0
70 60 2 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_15 1 83 4 21.00 0 0
2 85 4 20.00 0 0
3 102 5 19.00 0 0
4 70 3 18.00 0 0
5 78 4 22.00 0 0
6 65 3 20.00 0 0
7 53 2 20.00 0 0
8 48 2 19.00 0 0
9 79 4 19.00 0 0
10 47 2 18.00 0 0
11 53 2 19.00 0 0
12 65 3 18.00 0 0
13 66 3 18.00 0 0
14 80 4 19.00 0 0
15 96 5 21.00 0 0
16 65 3 22.00 0 0
17 107 5 24.00 0 0
18 95 5 19.00 0 0
19 81 4 24.00 0 0
20 99 5 20.00 0 0
21 107 5 24.00 0 0
22 51 2 21.00 0 0
23 68 3 20.00 0 0
24 72 3 20.00 0 0
25 68 3 18.00 0 0
26 101 5 21.00 0 0
27 111 5 19.00 0 0
28 51 2 22.00 0 0
29 105 5 23.00 0 0
30 52 2 20.00 0 0
31 104 5 26.00 0 0
32 67 3 22.00 0 0
33 52 2 19.00 0 0
34 91 4 20.00 0 0
35 109 5 21.00 0 0
36 53 2 21.00 0 0
37 52 2 22.00 0 0
38 99 5 21.00 0 0
39 87 4 24.00 0 0
40 86 4 21.00 0 0
41 69 3 23.00 0 0
42 86 4 20.00 0 0
43 60 2 24.00 0 0
44 102 5 21.00 0 0
45 106 5 22.00 0 0
46 54 2 22.00 0 0
47 107 5 23.00 0 0
48 73 3 20.00 0 0
49 37 1 22.00 0 0
50 111 5 22.00 0 0
51 54 2 22.00 0 0
52 38 1 23.00 0 0
53 56 2 23.00 0 0
54 73 3 23.00 0 0
55 116 5 27.00 0 0
56 59 2 23.00 0 0
57 51 2 21.00 0 0
58 41 1 21.00 0 0
59 102 5 23.00 0 0
60 71 3 22.00 0 0
61 119 5 25.00 0 0
62 104 5 26.00 0 0
63 72 3 23.00 0 0
64 55 2 23.00 0 0
65 89 4 20.00 0 0
66 119 5 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_18 1 52 2 21.00 0 0
2 52 2 23.00 0 0
3 51 2 20.00 0 0
4 66 3 20.00 0 0
5 48 2 19.00 0 0
6 49 2 20.00 0 0
7 51 2 19.00 0 0
8 52 2 21.00 0 0
9 93 5 20.00 0 0
10 49 2 19.00 0 0
11 101 5 21.00 0 0
12 65 3 24.00 0 0
13 65 3 20.00 0 0
14 102 5 20.00 0 0
15 103 5 18.00 0 0
16 96 5 19.00 0 0
17 52 2 20.00 0 0
18 78 3 20.00 0 0
19 54 2 20.00 0 0
20 53 2 20.00 0 0
21 68 3 20.00 0 0
22 86 4 21.00 0 0
23 102 5 24.00 0 0
24 84 4 21.00 0 0
25 69 3 25.00 0 0
26 54 2 21.00 0 0
27 108 5 21.00 0 0
28 88 4 22.00 0 0
29 55 2 21.00 0 0
30 81 4 20.00 0 0
31 51 2 22.00 0 0
32 119 5 24.00 0 0
33 106 5 21.00 0 0
34 105 5 20.00 0 0
35 105 5 20.00 0 0
36 107 5 22.00 0 0
37 68 3 21.00 0 0
38 37 1 21.00 0 0
39 70 3 22.00 0 0
40 69 3 21.00 0 0
41 79 3 21.00 0 0
42 77 3 25.00 0 0
43 89 4 25.00 0 0
44 56 2 22.00 0 0
45 104 5 26.00 0 0
46 107 5 22.00 0 0
47 90 4 20.00 0 0
48 52 2 21.00 0 0
49 53 2 20.00 0 0
50 74 3 23.00 0 0
51 116 5 22.00 0 0
52 80 3 22.00 0 0
53 104 5 27.00 0 0
54 56 2 24.00 0 0
55 104 5 20.00 0 0
56 91 4 22.00 0 0
57 72 3 22.00 0 0
58 107 5 22.00 0 0
59 87 4 22.00 0 0
60 102 5 24.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_19 1 100 5 22.00 0 0
2 95 5 20.00 0 0
3 53 2 20.00 0 0
4 97 5 20.00 0 0
5 63 3 24.00 0 0
6 108 5 20.00 0 0
7 98 5 21.00 0 0
8 85 4 21.00 0 0
9 97 5 23.00 0 0
10 96 5 19.00 0 0
11 33 1 20.00 0 0
12 52 2 24.00 0 0
13 97 5 20.00 0 0
14 34 1 20.00 0 0
15 86 4 21.00 0 0
16 99 5 20.00 0 0
17 98 5 20.00 0 0
18 66 3 21.00 0 0
19 104 5 21.00 0 0
20 67 3 20.00 0 0
21 51 2 21.00 0 0
22 67 3 21.00 0 0
23 65 3 22.00 0 0
24 66 3 22.00 0 0
25 50 2 21.00 0 0
26 57 2 20.00 0 0
27 85 4 20.00 0 0
28 96 5 22.00 0 0
29 69 3 20.00 0 0
30 68 3 24.00 0 0
31 85 4 23.00 0 0
32 67 3 23.00 0 0
33 81 3 22.00 0 0
34 51 2 20.00 0 0
35 102 5 22.00 0 0
36 70 3 22.00 0 0
37 61 2 21.00 0 0
38 57 2 20.00 0 0
39 83 4 21.00 0 0
40 69 3 20.00 0 0
41 38 1 20.00 0 0
42 71 3 22.00 0 0
43 102 5 21.00 0 0
44 54 2 21.00 0 0
45 112 5 22.00 0 0
46 53 2 24.00 0 0
47 87 4 22.00 0 0
48 52 2 21.00 0 0
49 53 2 20.00 0 0
50 84 4 21.00 0 0
51 87 4 23.00 0 0
52 104 5 21.00 0 0
53 106 5 25.00 0 0
54 56 2 23.00 0 0
55 108 5 24.00 0 0
56 60 2 25.00 0 0
57 117 5 22.00 0 0
58 58 2 21.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_22 1 52 2 23.00 0 0
2 93 4 20.00 0 0
3 74 3 22.00 0 0
4 70 3 20.00 0 0
5 69 3 19.00 0 0
6 100 5 20.00 0 0
7 82 4 20.00 0 0
8 81 4 21.00 0 0
9 51 2 21.00 0 0
10 86 4 22.00 0 0
11 68 3 20.00 0 0
12 52 2 23.00 0 0
13 82 4 23.00 0 0
14 94 4 23.00 0 0
15 36 1 20.00 0 0
16 52 2 21.00 0 0
17 94 4 18.00 0 0
18 111 5 20.00 0 0
19 86 4 26.00 0 0
20 69 3 22.00 0 0
21 52 2 21.00 0 0
22 51 2 19.00 0 0
23 91 4 21.00 0 0
24 85 4 21.00 0 0
25 72 3 19.00 0 0
26 72 3 20.00 0 0
27 56 2 25.00 0 0
28 76 3 21.00 0 0
29 73 3 22.00 0 0
30 106 5 22.00 0 0
31 53 2 25.00 0 0
32 73 3 22.00 0 0
33 53 2 20.00 0 0
34 57 2 22.00 0 0
35 102 5 22.00 0 0
36 96 4 26.00 0 0
37 109 5 20.00 0 0
38 108 5 23.00 0 0
39 105 5 21.00 0 0
40 67 3 21.00 0 0
41 69 3 21.00 0 0
42 54 2 22.00 0 0
43 61 2 21.00 0 0
44 74 3 21.00 0 0
45 73 3 23.00 0 0
46 104 5 22.00 0 0
47 56 2 23.00 0 0
48 105 5 21.00 0 0
49 90 4 21.00 0 0
50 70 3 21.00 0 0
51 55 2 23.00 0 0
52 52 2 21.00 0 0
53 56 2 25.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_24 1 96 4 24.00 0 0
2 69 3 22.00 0 0
3 101 5 21.00 0 0
4 84 4 20.00 0 0
5 50 2 21.00 0 0
6 101 5 19.00 0 0
7 50 2 18.00 0 0
8 68 3 20.00 0 0
9 52 2 22.00 0 0
10 70 3 20.00 0 0
11 55 2 20.00 0 0
12 52 2 20.00 0 0
13 100 5 22.00 0 0
14 103 5 21.00 0 0
15 85 4 20.00 0 0
16 104 5 23.00 0 0
17 66 3 22.00 0 0
18 110 5 21.00 0 0
19 59 2 24.00 0 0
20 54 2 22.00 0 0
21 70 3 20.00 0 0
22 107 5 23.00 0 0
23 90 4 21.00 0 0
24 91 4 21.00 0 0
25 90 4 25.00 0 0
26 94 4 21.00 0 0
27 107 5 22.00 0 0
28 54 2 21.00 0 0
29 79 3 22.00 0 0
30 89 4 22.00 0 0
31 74 3 22.00 0 0
32 57 2 21.00 0 0
33 71 3 21.00 0 0
34 88 4 22.00 0 0
35 70 3 21.00 0 0
36 109 5 25.00 0 0
37 55 2 22.00 0 0
38 55 2 21.00 0 0
39 94 4 21.00 0 0
40 71 3 26.00 0 0
41 90 4 22.00 0 0
42 108 5 21.00 0 0
43 108 5 22.00 0 0
44 116 5 23.00 0 0
45 64 2 22.00 0 0
46 110 5 22.00 0 0
47 96 4 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_25 1 72 3 23.00 0 0
2 103 5 20.00 0 0
3 104 5 22.00 0 0
4 68 3 20.00 0 0
5 86 4 20.00 0 0
6 84 4 20.00 0 0
7 69 3 21.00 0 0
8 66 3 20.00 0 0
9 101 5 21.00 0 0
10 80 4 19.00 0 0
11 95 5 19.00 0 0
12 82 4 21.00 0 0
13 99 5 24.00 0 0
14 104 5 19.00 0 0
15 72 3 20.00 0 0
16 100 5 20.00 0 0
17 71 3 20.00 0 0
18 84 4 20.00 0 0
19 69 3 20.00 0 0
20 94 5 19.00 0 0
21 53 2 19.00 0 0
22 100 5 20.00 0 0
23 85 4 22.00 0 0
24 92 4 20.00 0 0
25 91 4 20.00 0 0
26 57 2 21.00 0 0
27 111 5 20.00 0 0
28 65 3 21.00 0 0
29 74 3 22.00 0 0
30 106 5 21.00 0 0
31 53 2 22.00 0 0
32 62 2 20.00 0 0
33 100 5 21.00 0 0
34 104 5 21.00 0 0
35 103 5 21.00 0 0
36 104 5 25.00 0 0
37 106 5 26.00 0 0
38 54 2 20.00 0 0
39 56 2 20.00 0 0
40 110 5 25.00 0 0
41 82 3 21.00 0 0
42 107 5 22.00 0 0
43 87 4 20.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_28 1 90 4 24.00 0 0
2 102 5 24.00 0 0
3 100 5 21.00 0 0
4 98 5 22.00 0 0
5 72 3 21.00 0 0
6 38 1 22.00 0 0
7 67 3 21.00 0 0
8 68 3 22.00 0 0
9 69 3 21.00 0 0
10 68 3 20.00 0 0
11 56 2 20.00 0 0
12 55 2 24.00 0 0
13 53 2 21.00 0 0
14 105 5 21.00 0 0
15 54 2 21.00 0 0
16 70 3 20.00 0 0
17 100 5 20.00 0 0
18 52 2 22.00 0 0
19 109 5 22.00 0 0
20 94 4 26.00 0 0
21 61 2 22.00 0 0
22 116 5 23.00 0 0
23 90 4 21.00 0 0
24 53 2 23.00 0 0
25 111 5 21.00 0 0
26 86 4 23.00 0 0
27 73 3 26.00 0 0
28 73 3 22.00 0 0
29 103 5 21.00 0 0
30 116 5 22.00 0 0
31 54 2 21.00 0 0
32 74 3 25.00 0 0
33 70 3 23.00 0 0
34 74 3 24.00 0 0
35 55 2 23.00 0 0
36 42 1 24.00 0 0
37 91 4 23.00 0 0
38 98 4 21.00 0 0
39 56 2 21.00 0 0
40 115 5 21.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_30 1 95 4 28.00 0 0
2 109 5 21.00 0 0
3 58 2 21.00 0 0
4 54 2 20.00 0 0
5 111 5 25.00 0 0
6 69 3 20.00 0 0
7 76 3 20.00 0 0
8 52 2 20.00 0 0
9 108 5 20.00 0 0
10 53 2 21.00 0 0
11 71 3 20.00 0 0
12 85 4 20.00 0 0
13 86 4 22.00 0 0
14 110 5 26.00 0 0
15 105 5 21.00 0 0
16 88 4 21.00 0 0
17 63 2 22.00 0 0
18 86 4 21.00 0 0
19 90 4 21.00 0 0
20 105 5 21.00 0 0
21 104 5 23.00 0 0
22 55 2 23.00 0 0
23 81 3 21.00 0 0
24 56 2 21.00 0 0
25 42 1 21.00 0 0
26 71 3 21.00 0 0
27 88 4 23.00 0 0
28 57 2 23.00 0 0
29 58 2 23.00 0 0
30 86 4 23.00 0 0
31 87 4 23.00 0 0
32 78 3 24.00 0 0
33 122 5 21.00 0 0
34 105 5 21.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_31 1 119 5 28.00 0 0
2 71 3 21.00 0 0
3 52 2 22.00 0 0
4 52 2 21.00 0 0
5 70 3 21.00 0 0
6 102 5 22.00 0 0
7 104 5 20.00 0 0
8 72 3 23.00 0 0
9 101 5 21.00 0 0
10 102 5 22.00 0 0
11 40 1 21.00 0 0
12 69 3 23.00 0 0
13 75 3 22.00 0 0
14 56 2 23.00 0 0
15 56 2 23.00 0 0
16 105 5 22.00 0 0
17 68 3 20.00 0 0
18 60 2 25.00 0 0
19 69 3 21.00 0 0
20 71 3 22.00 0 0
21 52 2 21.00 0 0
22 72 3 22.00 0 0
23 89 4 21.00 0 0
24 69 3 25.00 0 0
25 113 5 22.00 0 0
26 81 3 21.00 0 0
27 109 5 22.00 0 0
28 77 3 22.00 0 0
29 93 4 21.00 0 0
30 107 5 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_34 1 71 3 28.00 0 0
2 70 3 23.00 0 0
3 83 3 20.00 0 0
4 86 4 22.00 0 0
5 57 2 21.00 0 0
6 71 3 24.00 0 0
7 86 4 21.00 0 0
8 83 4 22.00 0 0
9 72 3 23.00 0 0
10 97 4 23.00 0 0
11 71 3 21.00 0 0
12 55 2 21.00 0 0
13 109 5 20.00 0 0
14 55 2 23.00 0 0
15 70 3 20.00 0 0
16 54 2 21.00 0 0
17 69 3 22.00 0 0
18 92 4 27.00 0 0
19 57 2 25.00 0 0
20 69 3 23.00 0 0
21 53 2 26.00 0 0
22 124 5 21.00 0 0
23 93 4 22.00 0 0
24 77 3 24.00 0 0
25 91 4 23.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_36 1 70 3 26.00 0 0
2 69 3 21.00 0 0
3 89 4 21.00 0 0
4 56 2 22.00 0 0
5 57 2 21.00 0 0
6 113 5 21.00 0 0
7 109 5 23.00 0 0
8 96 4 21.00 0 0
9 103 5 22.00 0 0
10 104 5 20.00 0 0
11 69 3 22.00 0 0
12 69 3 21.00 0 0
13 55 2 24.00 0 0
14 59 2 24.00 0 0
15 101 4 24.00 0 0
16 105 5 22.00 0 0
17 88 4 21.00 0 0
18 88 4 21.00 0 0
19 53 2 21.00 0 0
20 86 4 22.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_38 1 57 2 25.00 0 0
2 112 5 21.00 0 0
3 72 3 22.00 0 0
4 90 4 21.00 0 0
5 77 3 22.00 0 0
6 55 2 21.00 0 0
7 108 5 21.00 0 0
8 58 2 23.00 0 0
9 89 4 21.00 0 0
10 117 5 21.00 0 0
11 77 3 22.00 0 0
12 58 2 21.00 0 0
13 80 3 22.00 0 0
14 109 5 21.00 0 0
15 74 3 22.00 0 0
16 54 2 24.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_39 1 60 2 26.00 0 0
2 89 4 23.00 0 0
3 55 2 20.00 0 0
4 103 5 23.00 0 0
5 92 4 26.00 0 0
6 122 5 22.00 0 0
7 72 3 21.00 0 0
8 103 5 21.00 0 0
9 111 5 22.00 0 0
10 63 2 25.00 0 0
11 56 2 21.00 0 0
12 70 3 23.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_41 1 56 2 27.00 0 0
2 89 4 22.00 0 0
3 101 4 21.00 0 0
4 117 5 26.00 0 0
5 60 2 20.00 0 0
6 57 2 21.00 0 0
7 55 2 21.00 0 0
8 76 3 24.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_43 1 110 5 25.00 0 0
2 57 2 21.00 0 0
3 55 2 21.00 0 0
4 76 3 23.00 0 0
5 92 4 23.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_45 1 75 3 25.00 0 0


Glossary

Glossary of Terms


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