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 |
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 |
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 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 | |
---|---|
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 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. |
SPEC and SPEC Cloud are registered trademarks of the Standard Performance Evaluation Corporation. All other brand and product names appearing in this result are trademarks or registered trademarks of their respective holders.
For questions about this result, please contact the tester. For other inquiries, please contact
info@spec.org
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