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

Performance Summary

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

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

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

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

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

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

Validation, Errors, and Issues

Glossary of "Run code":

Instance Configuration

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

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

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

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

Cloud Configuration

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

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

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

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

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

Cloud Network Information

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

Cloud Schematic

Storage Configuration

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

Performance Details

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

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

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