SPEC Cloud IaaS 2018 Benchmark
Copyright © 2018 Standard Performance Evaluation Corporation
Cloud Vendor: Shanghai Yunzhou Information and Technology Ltd.
Cloud Type / SUT Type: private/whitebox
Hardware Platform: Kunpeng 920-6426
Hypervisor: KVM
Cloud Infrastructure: ZStack 3.10.0		 Replicated Application Instances: 39 copies
        Performance Score: 40.5
        Relative Scalability: 93.4%
        Mean Instance Provisioning Time: 47s
Tested by: ZStack Corp. SPEC Licence Number : 6265 Test Date : Mar 7 2021
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: 2021-03-13_22:32:41_UTC
Scale-out End Time: 2021-03-14_00:53:41_UTC
Test Region: CN Central Standard Time
Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 253
Reference ID: all-03140308

Performance Summary

Baseline Summary Results for YCSB
Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) AI Provisioning Time (s)
Average 35404.5 2.328 4.608 157.2

Baseline Summary Results for KMeans
Completion Time (s) AI Provisioning Time (s)
Average 125.60 127.0

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 (%)
32462.6 2.715 4.693 157.2 18.44 93.87

Scale-out Summary Results for KMeans for 20 Valid AIs
Av. Completion Time (s) Av. Provisioning Time (s) Performance Score Relative Scalability (%)
133.1 132.1 22.03 92.97

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 32 0 29787.2 2.865 4.647 155.0 8.0
ai_3 30 0 29297.1 2.956 4.820 155.0 440.0
ai_5 28 0 29684.5 2.975 4.845 157.0 779.0
ai_7 27 0 29193.8 2.956 4.762 154.0 1117.0
ai_9 24 0 27757.0 3.150 5.081 160.0 1621.0
ai_11 28 0 33962.8 2.452 4.339 158.0 1985.0
ai_13 27 0 34741.0 2.286 4.103 152.0 2430.0
ai_15 24 0 33975.4 2.321 4.345 157.0 2941.0
ai_17 22 0 34122.4 2.335 4.140 155.0 3385.0
ai_20 19 0 33614.9 2.377 4.359 158.0 3982.0
ai_22 18 0 35871.1 2.186 3.825 156.0 4434.0
ai_24 16 0 35751.8 2.150 3.743 152.0 4773.0
ai_26 14 0 35441.4 2.195 3.846 155.0 5245.0
ai_28 12 0 36191.3 2.145 3.786 156.0 5756.0
ai_30 9 0 35381.5 2.196 4.125 154.0 6267.0
ai_32 7 0 34188.1 2.338 4.198 156.0 6758.0
ai_34 5 0 34884.2 2.191 4.220 158.0 7195.0
ai_36 1 0 18340.5 7.095 10.303 180.0 7620.0
ai_38 1 0 34603.9 2.425 5.675 159.0 7923.0
ai_40 0 4 0.0 0.000 0.000 0.0 8448.0

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 43 0 145.09 123.0 20.0
ai_4 40 0 147.72 124.0 458.0
ai_6 38 0 145.79 129.0 864.0
ai_8 35 0 145.89 131.0 1389.0
ai_10 36 0 135.69 163.0 1718.0
ai_12 36 0 128.22 126.0 2030.0
ai_14 34 0 126.18 126.0 2539.0
ai_16 29 0 130.24 129.0 3126.0
ai_18 28 0 129.64 129.0 3440.0
ai_19 25 0 131.24 163.0 3826.0
ai_21 24 0 115.50 129.0 4395.0
ai_23 21 0 122.10 129.0 4748.0
ai_25 19 0 118.53 127.0 5175.0
ai_27 15 0 127.67 133.0 5710.0
ai_29 12 0 118.17 130.0 6254.0
ai_31 10 0 111.60 130.0 6650.0
ai_33 8 0 114.75 128.0 6981.0
ai_35 4 0 149.75 130.0 7414.0
ai_37 2 0 149.00 129.0 7748.0
ai_39 1 0 88.00 134.0 8124.0

Validation, Errors, and Issues

Glossary of "Run code":

Instance Configuration

Instance Configuration Hadoop Master
Parameter Value
instance_type_name speccloud-ins
cpu 4
memory 4GB
disk_size 50GB
disk_backed local storage
image_name speccloud_kmeans_workload
Notes some text

Instance Configuration Hadoop Slave
Parameter Value
instance_type_name speccloud-ins
cpu 4
memory 4GB
disk_size 50GB
disk_backed local storage
image_name speccloud_kmeans_workload
Notes some text

Instance Configuration YCSB
Parameter Value
instance_type_name speccloud-ins
cpu 4
memory 4GB
disk_size 50GB
disk_backed local storage
image_name speccloud_ycsb_workload
Notes some text

Instance Configuration Cassandra
Parameter Value
instance_type_name speccloud-ins
cpu 4
memory 4GB
disk_size 50GB
disk_backed local storage
image_name speccloud_ycsb_workload
Notes some text

Cloud Configuration

Cloud High Level Information and Availability
Parameter Value
Name ZStack Cloud
Type private
Sut_Type whitebox
Virtualized KVM
Manager_Protocol ZStack
Manager_Version 3.10.0
Hardware_Availability Dec-2020
Software/Service_Availability Dec-2020
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 2.7.16
JVM_version 1.8.0_242
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 Huawei Corp.
Platform TaiShan 200 mode 2280
CPU_Description Kunpeng 920-4826
CPU_Frequency_MHz 2600
RAM_Memory 8 GB
Local_Storage 100 GB
Quantity 1
Availability_Date None
OS_Version Ubuntu 18.04.5
OS_Availability_Date June-2020
Network_Adapter_1 1 x Virtio network device
Network_Adapter_2 1 x Virtio network device
Network_port_type_1 1000BASE
Network_port_type_2 10GBASE
Network_speed_port_1 1 Gb/s
Network_speed_port_2 10 Gb/s
Notes The control machine is KVM virtual machine.

Cloud Manager Node
Parameter Value
Hw_Vendor Huawei Corp.
Hw_Platform TaiShan 200 mode 2280
CPU_Type Kunpeng-920
CPU_Count 2
CPU_Cores_Per 48
CPU_Frequency_MHz 2600
RAM_Memory_GB 512
Primary_Cache_KB 6 M
Secondary_Cache_KB 24 M
Tertiary_Cache_KB 48 M
RAM_Memory_Type ECC DDR4 2933 MHz
Hw_Availability_Date Sep-2020
Local_Storage 1 x 960GB SSD, 1 x 3.9T SSD
Quantity 1
Virtualized KVM
Network_Adapter_1 1 x Huawei HNS GE/10GE/25GE RDMA Network Controller
Network_Adapter_2 1 x Huawei Hi1822 Family (4*25GE)
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 Kylin-Server-10-SP1-Release
OS_Availability_Date 2020-07-11
Notes None

Cloud Computes Nodes
Parameter Value
type 1_Compute_nodes 9
type 1_Hw_Vendor Huawei Corp.
type 1_Hw_Platform TaiShan 200 mode 2280
type 1_CPU_Type Kunpeng-920
type 1_CPU_Count 2
type 1_CPU_Cores_Per 48
type 1_CPU_Frequency_MHz 2600
type 1_RAM_Memory_GB 512
type 1_Primary_Cache_KB 6 M
type 1_Secondary_Cache_KB 24 M
type 1_Tertiary_Cache_KB 48 M
type 1_RAM_Memory_Type ECC DDR4 2933 MHz
type 1_Hw_Availability_Date Sep-2020
type 1_Local_Storage 1x 960 GB SSD, 1 x 3.9 T SSD
type 1_Quantity 1
type 1_Virtualized KVM
type 1_Network_Adapter_1 1 x Huawei HNS GE/10GE/25GE RDMA Network Controller
type 1_Network_Adapter_2 1 x Huawei Hi1822 Family (4*25GE)
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 Kylin-Server-10-SP1-Release
type 1_OS_Availability_Date 2020-07-11
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 10000
network 1_Function data
network 1_Notes network_1 related notes
network 2_Technology ethernet
network 2_Protocol TCP/IP
network 2_Protocol_version IPV4
network 2_Speed_Mbps 1000
network 2_Function management
network 2_Notes network_2 related notes

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter Value
Storage 1_Attach_Type local
Storage 1_Capacity 29 TB
Storage 1_Technology SSD
Storage 1_Notes Array has 1028 drive slots on SAS backplane Array has 12 redundant infinent network interfaces Space management integrated into Cloud Manager.

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 34590.1 2.729 5.635 71.00 0 0
2 35960.6 2.291 4.331 73.00 0 0
3 34388.5 2.409 4.347 72.00 0 0
4 32833.4 2.489 4.479 75.00 0 0
5 33712.3 2.439 4.427 71.00 0 0
6 32733.0 2.417 4.151 74.00 0 0
7 32801.9 2.597 4.351 71.00 0 0
8 31931.8 2.607 4.471 83.00 0 0
9 32541.2 2.407 4.151 81.00 0 0
10 33249.9 2.457 4.005 79.00 0 0
11 31925.2 2.571 4.307 82.00 0 0
12 30424.0 2.793 4.611 84.00 0 0
13 31937.7 2.553 4.315 82.00 0 0
14 29006.1 2.923 4.695 85.00 0 0
15 28759.2 3.143 4.699 81.00 0 0
16 27317.6 3.493 5.243 87.00 0 0
17 30686.8 2.779 4.219 93.00 0 0
18 30649.7 2.775 4.507 90.00 0 0
19 28219.5 3.203 4.771 91.00 0 0
20 30596.0 2.599 4.515 91.00 0 0
21 28284.7 3.095 4.815 94.00 0 0
22 27863.3 3.067 4.799 90.00 0 0
23 28011.0 2.955 4.623 88.00 0 0
24 28876.3 2.823 4.479 91.00 0 0
25 25539.7 3.397 4.947 97.00 0 0
26 27377.8 2.891 4.591 98.00 0 0
27 27796.5 2.911 4.659 92.00 0 0
28 25329.0 3.363 4.851 98.00 0 0
29 26656.2 3.159 4.759 99.00 0 0
30 25039.9 3.371 5.319 96.00 0 0
31 24537.2 3.501 5.255 107.00 0 0
32 23613.7 3.469 5.383 125.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_3 1 33685.1 2.715 5.907 78.00 0 0
2 33076.2 2.591 4.995 71.00 0 0
3 32577.3 2.737 4.995 81.00 0 0
4 31763.9 2.725 4.675 77.00 0 0
5 31875.6 2.727 4.759 78.00 0 0
6 31262.7 2.789 4.399 83.00 0 0
7 30967.7 2.805 4.587 80.00 0 0
8 29445.5 2.939 4.699 86.00 0 0
9 31365.4 2.647 4.355 82.00 0 0
10 29859.2 2.821 4.479 86.00 0 0
11 30480.8 2.877 4.531 81.00 0 0
12 29748.0 2.875 4.483 89.00 0 0
13 28674.0 3.131 4.827 81.00 0 0
14 30974.1 2.751 4.427 100.00 0 0
15 30802.2 2.791 4.711 89.00 0 0
16 29817.4 2.817 4.683 85.00 0 0
17 29093.9 2.997 4.807 92.00 0 0
18 28105.7 3.075 4.519 85.00 0 0
19 28615.8 2.999 4.771 84.00 0 0
20 29436.7 2.857 4.611 90.00 0 0
21 28710.1 2.969 4.819 87.00 0 0
22 27469.9 2.977 4.583 89.00 0 0
23 26913.9 2.975 4.675 100.00 0 0
24 27211.3 3.023 4.567 94.00 0 0
25 27768.5 3.241 4.967 105.00 0 0
26 26354.8 3.215 4.999 112.00 0 0
27 26246.2 3.233 4.907 98.00 0 0
28 26984.4 3.101 4.775 109.00 0 0
29 25074.9 3.673 5.675 104.00 0 0
30 24552.5 3.605 6.403 107.00 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 33848.7 2.731 5.855 80.00 0 0
2 32927.2 2.507 4.887 73.00 0 0
3 33440.9 2.565 4.391 80.00 0 0
4 31383.1 2.901 5.147 85.00 0 0
5 29969.7 3.091 5.103 74.00 0 0
6 31127.7 2.763 4.839 86.00 0 0
7 32259.9 2.673 4.759 84.00 0 0
8 32338.9 2.661 4.563 82.00 0 0
9 30486.9 2.855 4.667 81.00 0 0
10 32018.2 2.609 4.447 85.00 0 0
11 30579.6 2.843 4.547 84.00 0 0
12 31626.8 2.659 4.299 83.00 0 0
13 29163.0 3.207 5.035 86.00 0 0
14 28830.1 3.079 4.927 86.00 0 0
15 28209.7 3.351 5.055 86.00 0 0
16 29645.4 3.097 4.507 88.00 0 0
17 29420.6 2.891 4.727 91.00 0 0
18 28838.0 2.887 4.871 88.00 0 0
19 27570.8 3.179 4.939 96.00 0 0
20 28695.8 3.067 4.775 90.00 0 0
21 28436.6 2.947 4.683 87.00 0 0
22 29133.1 2.961 4.635 89.00 0 0
23 27027.6 3.133 5.059 100.00 0 0
24 27178.2 3.277 4.839 86.00 0 0
25 27418.1 3.307 4.871 93.00 0 0
26 26948.4 3.201 4.895 92.00 0 0
27 27106.3 3.173 5.107 105.00 0 0
28 25535.9 3.693 5.239 92.00 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 31059.3 2.989 5.847 82.00 0 0
2 32382.9 2.619 4.763 82.00 0 0
3 31363.0 2.831 4.707 77.00 0 0
4 31999.7 2.663 4.547 79.00 0 0
5 31182.5 2.781 4.491 85.00 0 0
6 31386.1 2.721 4.491 85.00 0 0
7 30586.2 2.737 4.467 84.00 0 0
8 29066.2 3.053 4.743 78.00 0 0
9 31679.2 2.543 4.227 81.00 0 0
10 29786.1 2.921 4.679 80.00 0 0
11 28861.3 3.351 5.087 81.00 0 0
12 31000.5 2.757 4.275 88.00 0 0
13 30115.3 2.735 4.487 90.00 0 0
14 29968.4 2.735 4.531 84.00 0 0
15 27343.1 3.093 5.123 95.00 0 0
16 29354.1 2.719 4.535 86.00 0 0
17 26609.4 3.295 5.151 86.00 0 0
18 29617.6 2.957 4.619 91.00 0 0
19 28980.9 2.905 4.603 103.00 0 0
20 27064.3 3.149 4.831 86.00 0 0
21 28004.3 2.971 4.631 95.00 0 0
22 27198.7 3.275 5.007 95.00 0 0
23 24636.9 3.751 5.247 94.00 0 0
24 27698.9 2.873 4.351 99.00 0 0
25 28554.1 2.877 4.807 100.00 0 0
26 26741.7 3.265 5.055 89.00 0 0
27 25991.9 3.237 5.267 93.00 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 29783.6 3.051 6.323 84.00 0 0
2 27736.0 3.201 5.439 84.00 0 0
3 32559.0 2.469 4.583 81.00 0 0
4 30263.8 2.759 5.171 81.00 0 0
5 31271.0 2.627 4.603 87.00 0 0
6 31230.7 2.615 4.511 82.00 0 0
7 30118.2 2.755 4.723 84.00 0 0
8 27933.4 3.065 4.931 84.00 0 0
9 28294.7 3.051 4.959 86.00 0 0
10 29976.0 2.831 4.639 91.00 0 0
11 30438.2 2.683 4.427 86.00 0 0
12 28582.5 2.761 4.399 83.00 0 0
13 27788.6 3.175 4.719 84.00 0 0
14 25103.2 3.653 5.279 100.00 0 0
15 27632.3 3.021 4.627 97.00 0 0
16 28474.4 3.007 4.647 90.00 0 0
17 26382.6 2.967 4.595 98.00 0 0
18 26563.6 3.297 4.871 113.00 0 0
19 25511.3 3.443 5.475 114.00 0 0
20 24072.0 3.647 5.479 95.00 0 0
21 24955.4 3.647 5.307 110.00 0 0
22 23433.6 3.879 5.599 110.00 0 0
23 23510.7 3.859 5.663 107.00 0 0
24 24552.8 4.147 6.983 124.00 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 33660.4 2.709 5.615 75.00 0 0
2 32276.0 2.827 4.991 70.00 0 0
3 35486.5 2.323 4.143 70.00 0 0
4 33924.5 2.607 4.851 71.00 0 0
5 37067.6 2.199 3.697 72.00 0 0
6 34748.8 2.317 4.127 76.00 0 0
7 35870.6 2.197 3.889 73.00 0 0
8 33822.6 2.467 4.379 76.00 0 0
9 36411.0 2.255 3.533 71.00 0 0
10 32666.7 2.621 4.691 71.00 0 0
11 33214.3 2.463 4.599 74.00 0 0
12 30889.0 2.929 4.947 75.00 0 0
13 36013.6 2.263 3.715 71.00 0 0
14 35100.3 2.275 3.829 77.00 0 0
15 35912.1 2.325 3.935 75.00 0 0
16 31934.6 2.843 4.639 76.00 0 0
17 35298.6 2.265 3.885 71.00 0 0
18 33070.7 2.601 4.207 75.00 0 0
19 32682.1 2.629 4.423 78.00 0 0
20 33659.3 2.409 4.307 73.00 0 0
21 34925.3 2.161 3.781 74.00 0 0
22 32627.2 2.393 4.783 74.00 0 0
23 33009.3 2.671 4.599 77.00 0 0
24 34406.8 2.261 4.235 79.00 0 0
25 33577.9 2.425 4.235 75.00 0 0
26 33781.2 2.337 4.143 74.00 0 0
27 33236.1 2.403 4.723 74.00 0 0
28 31683.9 2.479 4.599 77.00 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 34395.0 2.451 5.591 76.00 0 0
2 35841.0 2.163 3.997 72.00 0 0
3 35565.4 2.269 4.211 71.00 0 0
4 36585.8 2.135 3.849 84.00 0 0
5 34371.6 2.353 4.503 70.00 0 0
6 34018.2 2.633 4.375 73.00 0 0
7 36153.3 2.077 3.467 72.00 0 0
8 31875.6 2.853 4.943 75.00 0 0
9 35205.7 2.235 3.845 72.00 0 0
10 36298.3 2.111 3.779 76.00 0 0
11 36562.4 2.113 3.685 79.00 0 0
12 36391.8 2.091 3.497 68.00 0 0
13 36356.0 2.059 3.583 74.00 0 0
14 34955.6 2.297 3.991 81.00 0 0
15 35398.9 2.167 3.643 72.00 0 0
16 36278.9 2.159 3.831 77.00 0 0
17 34484.8 2.277 3.877 77.00 0 0
18 34179.9 2.349 4.061 71.00 0 0
19 35909.9 2.173 3.631 71.00 0 0
20 33057.0 2.433 4.751 74.00 0 0
21 34062.6 2.199 3.745 73.00 0 0
22 34404.8 2.139 3.553 74.00 0 0
23 32454.9 2.257 5.239 73.00 0 0
24 33665.2 2.237 3.719 78.00 0 0
25 33871.0 2.325 4.287 76.00 0 0
26 34468.8 2.407 4.295 76.00 0 0
27 31194.7 2.759 4.823 81.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_15 1 34407.4 2.477 5.315 74.00 0 0
2 33696.1 2.505 4.807 74.00 0 0
3 34824.4 2.313 4.267 72.00 0 0
4 36158.8 2.119 4.127 77.00 0 0
5 35671.3 2.117 4.027 70.00 0 0
6 35150.6 2.155 3.963 78.00 0 0
7 34424.9 2.323 4.047 72.00 0 0
8 35087.7 2.191 3.805 73.00 0 0
9 34632.0 2.183 3.847 70.00 0 0
10 33114.0 2.441 4.291 80.00 0 0
11 35777.9 2.191 3.733 73.00 0 0
12 34413.3 2.295 4.071 75.00 0 0
13 34848.1 2.297 4.207 75.00 0 0
14 34825.3 2.197 4.151 72.00 0 0
15 34173.7 2.275 4.391 73.00 0 0
16 33447.1 2.425 4.207 76.00 0 0
17 34540.8 2.161 3.727 73.00 0 0
18 33729.9 2.257 4.263 73.00 0 0
19 33217.9 2.391 3.995 82.00 0 0
20 32091.1 2.367 5.135 74.00 0 0
21 31579.4 2.337 4.319 75.00 0 0
22 32148.4 2.341 4.515 77.00 0 0
23 32554.2 2.491 5.235 76.00 0 0
24 30895.9 2.851 5.823 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_17 1 34100.3 2.629 5.539 75.00 0 0
2 34949.8 2.307 4.247 73.00 0 0
3 36031.2 2.153 3.745 72.00 0 0
4 33053.8 2.417 4.295 74.00 0 0
5 35756.7 2.247 3.671 74.00 0 0
6 33801.8 2.315 4.015 76.00 0 0
7 35557.1 2.331 3.833 75.00 0 0
8 33622.5 2.503 4.895 73.00 0 0
9 33949.8 2.291 3.865 72.00 0 0
10 33416.6 2.513 4.183 74.00 0 0
11 35778.2 2.235 3.771 73.00 0 0
12 34464.0 2.369 3.983 80.00 0 0
13 33399.6 2.425 3.997 72.00 0 0
14 33373.4 2.361 4.159 76.00 0 0
15 33918.1 2.205 3.767 75.00 0 0
16 33310.8 2.305 3.843 74.00 0 0
17 34672.6 2.163 3.739 76.00 0 0
18 35265.3 2.199 3.755 76.00 0 0
19 32786.1 2.255 4.063 72.00 0 0
20 33626.7 2.287 4.291 72.00 0 0
21 32384.2 2.437 5.007 75.00 0 0
22 33475.3 2.417 4.427 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_20 1 33211.6 2.547 5.707 78.00 0 0
2 33484.3 2.445 4.383 77.00 0 0
3 35344.1 2.239 3.961 75.00 0 0
4 33674.3 2.379 4.255 76.00 0 0
5 32069.8 2.725 4.819 77.00 0 0
6 35469.8 2.271 3.745 75.00 0 0
7 34254.5 2.309 4.067 74.00 0 0
8 34395.9 2.245 4.187 75.00 0 0
9 35176.9 2.171 3.679 78.00 0 0
10 35477.0 2.169 3.589 76.00 0 0
11 33607.5 2.385 3.951 76.00 0 0
12 34523.8 2.297 3.593 72.00 0 0
13 32299.7 2.377 4.415 78.00 0 0
14 34649.1 2.195 3.807 74.00 0 0
15 32797.6 2.431 4.483 75.00 0 0
16 29842.5 2.925 5.355 76.00 0 0
17 34231.6 2.289 4.005 81.00 0 0
18 32254.2 2.381 5.687 75.00 0 0
19 31919.6 2.379 5.131 79.00 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_22 1 36465.4 2.271 4.867 75.00 0 0
2 35906.3 2.077 3.841 71.00 0 0
3 36300.3 2.187 3.645 66.00 0 0
4 36733.0 2.043 3.741 70.00 0 0
5 34709.9 2.365 4.567 68.00 0 0
6 36098.2 2.277 3.775 70.00 0 0
7 37549.9 2.047 3.607 69.00 0 0
8 36096.5 2.243 3.693 72.00 0 0
9 38015.9 1.987 3.223 72.00 0 0
10 34935.7 2.215 4.819 70.00 0 0
11 36831.7 2.093 3.361 70.00 0 0
12 36425.9 2.139 3.617 73.00 0 0
13 35235.2 2.137 3.571 71.00 0 0
14 36486.0 2.034 3.337 69.00 0 0
15 35474.5 2.044 3.299 70.00 0 0
16 35773.7 2.119 3.551 69.00 0 0
17 33603.6 2.461 4.147 71.00 0 0
18 33037.4 2.611 4.183 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_24 1 35860.6 2.195 5.023 72.00 0 0
2 37357.0 2.023 3.701 81.00 0 0
3 37357.3 1.978 3.473 69.00 0 0
4 35255.6 2.221 3.795 70.00 0 0
5 36732.3 2.095 3.509 71.00 0 0
6 36830.7 2.017 3.391 72.00 0 0
7 37271.0 2.038 3.303 72.00 0 0
8 35837.2 2.145 3.581 74.00 0 0
9 35118.2 2.119 3.411 76.00 0 0
10 34587.4 2.207 4.387 73.00 0 0
11 35782.0 2.143 3.537 73.00 0 0
12 32941.3 2.549 4.259 74.00 0 0
13 33717.7 2.365 3.931 70.00 0 0
14 36116.7 2.043 3.329 73.00 0 0
15 35575.8 2.139 3.571 74.00 0 0
16 35687.5 2.127 3.693 76.00 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 35237.0 2.333 5.079 72.00 0 0
2 36227.0 2.151 4.107 70.00 0 0
3 36893.6 2.065 3.701 68.00 0 0
4 33810.3 2.569 4.267 73.00 0 0
5 36765.4 2.051 3.489 73.00 0 0
6 36953.9 2.097 3.587 70.00 0 0
7 34596.4 2.483 3.917 72.00 0 0
8 35514.8 2.175 3.615 74.00 0 0
9 35552.1 2.091 3.555 70.00 0 0
10 36261.4 2.079 3.515 68.00 0 0
11 35213.1 2.245 3.671 75.00 0 0
12 34956.8 2.113 3.571 73.00 0 0
13 34023.7 2.139 3.719 71.00 0 0
14 34173.7 2.139 4.051 73.00 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 36596.5 2.197 5.127 73.00 0 0
2 37827.2 1.993 3.749 71.00 0 0
3 37629.0 1.997 3.495 71.00 0 0
4 37278.3 1.997 3.863 73.00 0 0
5 36289.7 2.073 3.875 71.00 0 0
6 35565.4 2.313 3.537 70.00 0 0
7 36993.2 2.173 3.471 76.00 0 0
8 34672.6 2.265 4.001 76.00 0 0
9 36742.4 2.030 3.323 77.00 0 0
10 34371.9 2.331 3.749 76.00 0 0
11 35004.5 2.235 3.799 76.00 0 0
12 35324.5 2.141 3.449 77.00 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 36339.2 2.283 5.415 80.00 0 0
2 34160.9 2.235 4.811 71.00 0 0
3 35036.4 2.167 3.733 71.00 0 0
4 37321.4 2.040 3.705 70.00 0 0
5 36572.1 2.033 3.491 72.00 0 0
6 35172.9 2.205 3.723 73.00 0 0
7 35258.8 2.177 4.079 71.00 0 0
8 33814.3 2.373 4.323 71.00 0 0
9 34757.2 2.247 3.847 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_32 1 33964.5 2.549 5.583 82.00 0 0
2 32467.0 2.771 5.339 73.00 0 0
3 35653.2 2.085 3.593 80.00 0 0
4 34628.7 2.201 3.743 81.00 0 0
5 35278.0 2.181 3.489 74.00 0 0
6 34914.1 2.231 3.657 78.00 0 0
7 32411.5 2.347 3.983 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_34 1 34220.5 2.421 5.451 77.00 0 0
2 35067.1 2.149 4.059 74.00 0 0
3 35959.3 2.081 3.663 73.00 0 0
4 33931.1 2.239 4.123 73.00 0 0
5 35242.9 2.067 3.803 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_36 1 18340.5 7.095 10.303 128.00 0 0
AI name Run id Throughput (ops/s) Insert Latency 99% (ms) Read Latency 99% (ms) Data gen time (s) AI Run Errors NTP Error
ai_38 1 34603.9 2.425 5.675 80.00 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 83 2 37.00 0 0
2 164 5 33.00 0 0
3 179 5 36.00 0 0
4 99 2 35.00 0 0
5 174 5 34.00 0 0
6 91 2 38.00 0 0
7 117 3 31.00 0 0
8 130 4 37.00 0 0
9 113 3 36.00 0 0
10 115 3 34.00 0 0
11 85 2 33.00 0 0
12 191 5 36.00 0 0
13 105 2 37.00 0 0
14 89 2 35.00 0 0
15 89 2 43.00 0 0
16 195 5 35.00 0 0
17 146 4 35.00 0 0
18 120 3 33.00 0 0
19 182 5 37.00 0 0
20 90 2 35.00 0 0
21 120 3 36.00 0 0
22 173 5 36.00 0 0
23 133 3 36.00 0 0
24 153 4 35.00 0 0
25 177 5 35.00 0 0
26 141 3 39.00 0 0
27 151 4 37.00 0 0
28 128 3 38.00 0 0
29 92 2 44.00 0 0
30 188 5 36.00 0 0
31 149 4 41.00 0 0
32 183 5 38.00 0 0
33 200 5 36.00 0 0
34 194 5 41.00 0 0
35 173 4 45.00 0 0
36 132 3 51.00 0 0
37 79 1 39.00 0 0
38 207 5 46.00 0 0
39 181 4 50.00 0 0
40 215 5 44.00 0 0
41 207 5 47.00 0 0
42 112 2 45.00 0 0
43 194 4 46.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_4 1 167 5 37.00 0 0
2 134 4 30.00 0 0
3 157 5 34.00 0 0
4 166 5 37.00 0 0
5 175 5 35.00 0 0
6 97 2 42.00 0 0
7 150 4 31.00 0 0
8 88 2 38.00 0 0
9 144 4 35.00 0 0
10 143 4 35.00 0 0
11 138 4 35.00 0 0
12 169 5 37.00 0 0
13 187 5 35.00 0 0
14 171 5 35.00 0 0
15 115 3 36.00 0 0
16 87 2 36.00 0 0
17 147 4 36.00 0 0
18 96 2 35.00 0 0
19 95 2 34.00 0 0
20 150 4 39.00 0 0
21 172 5 46.00 0 0
22 91 2 37.00 0 0
23 132 3 37.00 0 0
24 186 5 37.00 0 0
25 146 3 46.00 0 0
26 152 4 36.00 0 0
27 129 3 35.00 0 0
28 195 5 47.00 0 0
29 108 2 39.00 0 0
30 188 5 45.00 0 0
31 172 4 38.00 0 0
32 189 5 37.00 0 0
33 104 2 41.00 0 0
34 163 4 38.00 0 0
35 200 5 37.00 0 0
36 112 2 40.00 0 0
37 191 5 40.00 0 0
38 148 3 39.00 0 0
39 137 3 41.00 0 0
40 218 5 38.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_6 1 108 3 38.00 0 0
2 161 5 34.00 0 0
3 189 5 37.00 0 0
4 109 3 35.00 0 0
5 175 5 35.00 0 0
6 170 5 33.00 0 0
7 116 3 39.00 0 0
8 146 3 36.00 0 0
9 123 3 42.00 0 0
10 127 3 36.00 0 0
11 145 3 35.00 0 0
12 125 3 35.00 0 0
13 122 3 36.00 0 0
14 88 2 36.00 0 0
15 90 2 36.00 0 0
16 172 5 38.00 0 0
17 148 4 36.00 0 0
18 95 2 41.00 0 0
19 100 2 36.00 0 0
20 153 3 34.00 0 0
21 150 4 45.00 0 0
22 104 2 37.00 0 0
23 169 4 37.00 0 0
24 191 5 37.00 0 0
25 209 5 39.00 0 0
26 160 4 39.00 0 0
27 106 2 39.00 0 0
28 195 5 39.00 0 0
29 112 2 44.00 0 0
30 188 5 39.00 0 0
31 155 3 39.00 0 0
32 131 3 37.00 0 0
33 215 5 51.00 0 0
34 140 3 40.00 0 0
35 122 2 47.00 0 0
36 154 3 40.00 0 0
37 220 4 53.00 0 0
38 157 3 56.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_8 1 121 3 44.00 0 0
2 165 5 34.00 0 0
3 113 3 34.00 0 0
4 143 4 37.00 0 0
5 85 2 39.00 0 0
6 144 4 39.00 0 0
7 151 4 35.00 0 0
8 117 3 35.00 0 0
9 174 5 45.00 0 0
10 91 2 37.00 0 0
11 198 5 40.00 0 0
12 131 3 36.00 0 0
13 97 2 36.00 0 0
14 126 3 36.00 0 0
15 118 3 37.00 0 0
16 189 5 47.00 0 0
17 177 4 42.00 0 0
18 99 2 46.00 0 0
19 192 5 36.00 0 0
20 97 2 54.00 0 0
21 162 4 52.00 0 0
22 157 4 36.00 0 0
23 187 5 40.00 0 0
24 99 2 38.00 0 0
25 214 5 42.00 0 0
26 201 5 38.00 0 0
27 98 2 37.00 0 0
28 193 5 42.00 0 0
29 162 4 52.00 0 0
30 131 3 48.00 0 0
31 142 3 38.00 0 0
32 111 2 40.00 0 0
33 146 3 52.00 0 0
34 214 5 41.00 0 0
35 161 3 44.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_10 1 127 3 50.00 0 0
2 164 4 38.00 0 0
3 200 5 47.00 0 0
4 161 5 39.00 0 0
5 100 2 33.00 0 0
6 160 5 32.00 0 0
7 159 4 33.00 0 0
8 59 1 35.00 0 0
9 146 4 36.00 0 0
10 117 3 37.00 0 0
11 123 3 39.00 0 0
12 87 2 41.00 0 0
13 97 2 33.00 0 0
14 97 2 40.00 0 0
15 143 4 34.00 0 0
16 102 2 36.00 0 0
17 84 2 33.00 0 0
18 165 5 34.00 0 0
19 189 5 39.00 0 0
20 115 3 34.00 0 0
21 146 4 36.00 0 0
22 165 5 34.00 0 0
23 183 5 37.00 0 0
24 196 5 36.00 0 0
25 115 3 35.00 0 0
26 112 3 36.00 0 0
27 175 5 35.00 0 0
28 96 2 33.00 0 0
29 88 2 42.00 0 0
30 180 5 42.00 0 0
31 153 4 39.00 0 0
32 183 5 40.00 0 0
33 173 5 35.00 0 0
34 133 3 36.00 0 0
35 99 2 35.00 0 0
36 93 2 35.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_12 1 162 5 38.00 0 0
2 157 5 32.00 0 0
3 175 5 32.00 0 0
4 175 5 34.00 0 0
5 160 5 39.00 0 0
6 106 3 33.00 0 0
7 104 3 35.00 0 0
8 140 4 33.00 0 0
9 84 2 34.00 0 0
10 129 3 41.00 0 0
11 156 5 33.00 0 0
12 153 4 40.00 0 0
13 135 4 32.00 0 0
14 155 5 33.00 0 0
15 131 4 33.00 0 0
16 156 4 34.00 0 0
17 129 4 33.00 0 0
18 170 5 40.00 0 0
19 86 2 34.00 0 0
20 85 2 33.00 0 0
21 178 5 36.00 0 0
22 84 2 33.00 0 0
23 126 3 33.00 0 0
24 158 5 35.00 0 0
25 179 5 35.00 0 0
26 113 3 33.00 0 0
27 107 3 35.00 0 0
28 196 5 35.00 0 0
29 83 2 33.00 0 0
30 83 2 34.00 0 0
31 89 2 33.00 0 0
32 84 2 35.00 0 0
33 124 3 35.00 0 0
34 61 1 33.00 0 0
35 111 3 36.00 0 0
36 92 2 36.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_14 1 116 3 45.00 0 0
2 158 5 39.00 0 0
3 81 2 32.00 0 0
4 156 5 34.00 0 0
5 157 5 36.00 0 0
6 133 4 35.00 0 0
7 111 3 34.00 0 0
8 83 2 33.00 0 0
9 82 2 31.00 0 0
10 164 5 35.00 0 0
11 164 5 35.00 0 0
12 110 3 33.00 0 0
13 112 3 34.00 0 0
14 137 4 33.00 0 0
15 174 5 40.00 0 0
16 146 4 40.00 0 0
17 134 4 34.00 0 0
18 59 1 33.00 0 0
19 83 2 36.00 0 0
20 86 2 33.00 0 0
21 87 2 35.00 0 0
22 138 4 34.00 0 0
23 159 5 37.00 0 0
24 168 5 33.00 0 0
25 161 5 33.00 0 0
26 141 4 33.00 0 0
27 119 3 33.00 0 0
28 83 2 34.00 0 0
29 135 4 36.00 0 0
30 166 5 36.00 0 0
31 64 1 36.00 0 0
32 175 5 36.00 0 0
33 87 2 36.00 0 0
34 161 5 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_16 1 170 5 45.00 0 0
2 152 5 35.00 0 0
3 131 4 36.00 0 0
4 157 5 40.00 0 0
5 158 5 34.00 0 0
6 85 2 33.00 0 0
7 81 2 33.00 0 0
8 87 2 40.00 0 0
9 133 4 35.00 0 0
10 132 4 33.00 0 0
11 132 4 33.00 0 0
12 195 5 34.00 0 0
13 154 5 33.00 0 0
14 197 5 36.00 0 0
15 83 2 34.00 0 0
16 175 5 35.00 0 0
17 87 2 34.00 0 0
18 122 3 36.00 0 0
19 85 2 34.00 0 0
20 112 3 35.00 0 0
21 92 2 36.00 0 0
22 160 5 34.00 0 0
23 108 3 35.00 0 0
24 133 4 36.00 0 0
25 161 5 36.00 0 0
26 88 2 41.00 0 0
27 163 5 32.00 0 0
28 158 5 34.00 0 0
29 86 2 34.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_18 1 161 5 39.00 0 0
2 99 2 38.00 0 0
3 82 2 37.00 0 0
4 117 3 36.00 0 0
5 135 4 34.00 0 0
6 176 5 36.00 0 0
7 137 4 32.00 0 0
8 159 5 42.00 0 0
9 156 4 33.00 0 0
10 165 5 35.00 0 0
11 96 2 38.00 0 0
12 88 2 35.00 0 0
13 86 2 34.00 0 0
14 100 2 36.00 0 0
15 117 3 33.00 0 0
16 164 5 33.00 0 0
17 87 2 36.00 0 0
18 123 3 41.00 0 0
19 113 3 34.00 0 0
20 157 5 33.00 0 0
21 162 5 35.00 0 0
22 87 2 33.00 0 0
23 133 3 41.00 0 0
24 154 4 31.00 0 0
25 109 3 33.00 0 0
26 170 5 34.00 0 0
27 161 5 36.00 0 0
28 136 4 34.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_19 1 181 5 40.00 0 0
2 137 4 35.00 0 0
3 92 2 34.00 0 0
4 88 2 33.00 0 0
5 87 2 33.00 0 0
6 149 4 43.00 0 0
7 96 2 40.00 0 0
8 189 5 34.00 0 0
9 160 5 34.00 0 0
10 85 2 40.00 0 0
11 168 5 34.00 0 0
12 160 5 35.00 0 0
13 162 5 33.00 0 0
14 180 5 32.00 0 0
15 112 3 34.00 0 0
16 118 3 36.00 0 0
17 162 5 42.00 0 0
18 87 2 34.00 0 0
19 122 3 32.00 0 0
20 160 5 35.00 0 0
21 113 3 37.00 0 0
22 116 3 35.00 0 0
23 113 3 35.00 0 0
24 85 2 32.00 0 0
25 159 5 35.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_21 1 112 3 37.00 0 0
2 116 3 33.00 0 0
3 135 4 36.00 0 0
4 151 5 35.00 0 0
5 120 3 41.00 0 0
6 173 5 36.00 0 0
7 114 3 36.00 0 0
8 84 2 36.00 0 0
9 84 2 36.00 0 0
10 83 2 37.00 0 0
11 185 5 33.00 0 0
12 135 4 33.00 0 0
13 135 4 34.00 0 0
14 87 2 36.00 0 0
15 83 2 34.00 0 0
16 85 2 33.00 0 0
17 85 2 33.00 0 0
18 111 3 33.00 0 0
19 95 2 35.00 0 0
20 110 3 32.00 0 0
21 136 4 32.00 0 0
22 109 3 31.00 0 0
23 83 2 34.00 0 0
24 161 5 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_23 1 114 3 38.00 0 0
2 131 3 33.00 0 0
3 156 5 35.00 0 0
4 135 4 33.00 0 0
5 139 4 32.00 0 0
6 132 4 33.00 0 0
7 111 3 33.00 0 0
8 81 2 32.00 0 0
9 88 2 35.00 0 0
10 103 3 32.00 0 0
11 160 5 32.00 0 0
12 112 3 33.00 0 0
13 152 4 41.00 0 0
14 110 3 35.00 0 0
15 114 3 34.00 0 0
16 91 2 35.00 0 0
17 162 5 32.00 0 0
18 166 5 33.00 0 0
19 136 4 40.00 0 0
20 84 2 33.00 0 0
21 87 2 32.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_25 1 85 2 37.00 0 0
2 134 4 36.00 0 0
3 160 5 32.00 0 0
4 143 4 35.00 0 0
5 155 5 35.00 0 0
6 87 2 35.00 0 0
7 110 3 34.00 0 0
8 83 2 33.00 0 0
9 158 5 33.00 0 0
10 155 5 35.00 0 0
11 156 4 39.00 0 0
12 96 2 34.00 0 0
13 120 3 33.00 0 0
14 83 2 32.00 0 0
15 87 2 35.00 0 0
16 107 3 33.00 0 0
17 83 2 35.00 0 0
18 164 5 38.00 0 0
19 86 2 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_27 1 117 3 37.00 0 0
2 143 4 35.00 0 0
3 111 3 35.00 0 0
4 147 4 34.00 0 0
5 111 3 33.00 0 0
6 84 2 33.00 0 0
7 95 2 35.00 0 0
8 142 4 35.00 0 0
9 158 5 33.00 0 0
10 82 2 31.00 0 0
11 161 5 33.00 0 0
12 159 5 33.00 0 0
13 86 2 36.00 0 0
14 162 5 33.00 0 0
15 157 5 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_29 1 155 5 40.00 0 0
2 195 5 33.00 0 0
3 98 2 35.00 0 0
4 86 2 36.00 0 0
5 83 2 41.00 0 0
6 136 4 34.00 0 0
7 112 3 33.00 0 0
8 108 3 33.00 0 0
9 109 3 40.00 0 0
10 90 2 34.00 0 0
11 134 4 36.00 0 0
12 112 3 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_31 1 159 5 41.00 0 0
2 92 2 41.00 0 0
3 143 4 35.00 0 0
4 70 1 40.00 0 0
5 142 4 37.00 0 0
6 152 4 37.00 0 0
7 86 2 35.00 0 0
8 111 3 33.00 0 0
9 79 2 40.00 0 0
10 82 2 35.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_33 1 107 3 35.00 0 0
2 81 2 33.00 0 0
3 107 3 36.00 0 0
4 132 4 32.00 0 0
5 83 2 32.00 0 0
6 142 4 36.00 0 0
7 156 5 31.00 0 0
8 110 3 35.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_35 1 182 5 40.00 0 0
2 110 3 33.00 0 0
3 166 5 34.00 0 0
4 141 4 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_37 1 140 4 37.00 0 0
2 158 5 33.00 0 0
AI name Run id Completion Times (s) Hadoop Iterations Data gen time (s) AI Run Errors NTP Error
ai_39 1 88 2 42.00 0 0

Glossary

Glossary of Terms

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