SPEC Cloud IaaS 2018 Benchmark

SPEC Cloud IaaS 2018 Benchmark
Copyright © 2018 Standard Performance Evaluation Corporation

Cloud Vendor: China Telecom Cloud Technology Co.,Ltd.
Cloud Type / SUT Type: private/whitebox
Hardware Platform: Kunpeng 920-7260
Hypervisor: KVM
Cloud Infrastructure: TeleCloudOS V4.0

Replicated Application Instances: 53 copies
        Performance Score: 63.0
        Relative Scalability: 97.8%
        Mean Instance Provisioning Time: 41s

Tested by: China Telecom Cloud Technology Co.,Ltd.

SPEC Licence Number : 999

Test Date : 10 April, 2023

Performance Sections
Performance Summary
Performance Details
Validation, Errors, and Issues
Glossary of Terms

SUT Configuration Sections
Instance Configuration
Cloud Configuration
Network Configuration
Storage Configuration

Scale-out Phase Date/Time and Test Region
Scale-out Start Time: 2023-04-10_03:50:48_UTC
Scale-out End Time: 2023-04-10_07:09:53_UTC
Test Region: GMT+8

Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 344

Reference ID: compliant-run-0410

Performance Summary

Baseline Summary Results for YCSB
	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	AI Provisioning Time (s)
Average	39555.1	3.145	5.977	154.4

Baseline Summary Results for KMeans

Completion Time (s) AI Provisioning Time (s)

Average 112.04 122.0

Baseline Summary Results for KMeans
	Completion Time (s)	AI Provisioning Time (s)
Average	112.04	122.0

Scale-out Summary Results for YCSB for 26 Valid AIs
Av. Throughput (ops/s)	Av. Insert Latency 99% (ms)	Av. Read Latency 99% (ms)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
37632.3	2.283	5.538	154.1	29.25	98.18

Scale-out Summary Results for KMeans for 27 Valid AIs

Av. Completion Time (s) Av. Provisioning Time (s) Performance Score Relative Scalability (%)

112.1 121.7 33.74 97.43

Scale-out Summary Results for KMeans for 27 Valid AIs
Av. Completion Time (s)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
112.1	121.7	33.74	97.43

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	63	0	39776.7	1.990	4.679	153.0	2.0
ai_4	60	0	39542.1	2.315	5.384	152.0	407.0
ai_5	56	0	39072.3	2.108	4.712	151.0	904.0
ai_7	56	0	39702.1	2.972	5.689	148.0	1247.0
ai_10	52	0	39174.4	2.590	5.242	157.0	1818.0
ai_12	50	0	39811.8	2.052	4.968	150.0	2342.0
ai_14	48	0	39377.1	2.191	4.906	149.0	2725.0
ai_16	46	0	39696.2	2.303	5.110	149.0	3190.0
ai_18	44	0	40317.7	2.115	4.850	151.0	3540.0
ai_20	39	0	37585.6	2.380	4.952	150.0	4109.0
ai_22	37	0	38468.7	2.231	5.519	150.0	4482.0
ai_25	32	0	35528.8	2.313	4.805	153.0	5071.0
ai_27	31	0	37678.6	2.313	4.838	156.0	5663.0
ai_29	28	0	38154.4	2.245	5.202	154.0	6247.0
ai_31	26	0	37144.7	2.287	5.246	155.0	6577.0
ai_33	24	0	38325.6	2.595	5.570	153.0	7022.0
ai_35	23	0	39544.6	2.066	5.169	154.0	7369.0
ai_37	20	0	37596.9	2.317	4.998	153.0	7739.0
ai_39	16	0	33905.5	1.905	4.812	155.0	8264.0
ai_41	14	0	35593.9	2.617	6.796	155.0	8808.0
ai_43	12	0	35756.4	2.080	5.194	159.0	9263.0
ai_45	10	0	36956.0	2.052	5.471	155.0	9702.0
ai_47	8	0	35300.3	2.090	5.605	168.0	10061.0
ai_49	5	0	37081.6	2.058	6.773	160.0	10614.0
ai_51	2	0	32924.0	2.981	8.623	157.0	11210.0
ai_53	1	0	34423.4	2.199	8.887	160.0	11589.0

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	78	0	112.28	118.0	9.0
ai_3	75	0	114.59	114.0	350.0
ai_6	73	0	110.56	114.0	949.0
ai_8	69	0	111.74	118.0	1435.0
ai_9	69	0	108.58	115.0	1744.0
ai_11	66	0	106.83	116.0	2186.0
ai_13	62	0	109.90	116.0	2549.0
ai_15	57	0	114.18	118.0	3025.0
ai_17	55	0	114.71	171.0	3333.0
ai_19	48	0	124.88	118.0	3903.0
ai_21	50	0	109.62	121.0	4228.0
ai_23	49	0	107.20	119.0	4676.0
ai_24	44	0	115.75	119.0	4977.0
ai_26	42	0	112.90	119.0	5424.0
ai_28	40	0	111.65	117.0	5745.0
ai_30	35	0	116.46	125.0	6283.0
ai_32	34	0	113.06	119.0	6710.0
ai_34	31	0	105.03	122.0	7242.0
ai_36	28	0	108.43	119.0	7666.0
ai_38	24	0	113.29	120.0	8085.0
ai_40	20	0	118.30	123.0	8508.0
ai_42	19	0	105.63	121.0	9062.0
ai_44	14	0	109.36	125.0	9625.0
ai_46	12	0	100.92	129.0	10053.0
ai_48	7	0	130.00	124.0	10563.0
ai_50	5	0	131.60	122.0	10963.0
ai_52	2	0	125.50	123.0	11401.0
ai_54	0	4	0	0.0	11937.0

Validation, Errors, and Issues

Stopping condition reason: Benchmark stopped due to maximum_ais reached. Issued AIs: AI count:54, _rules_maximum_ais:54:NOK
0 YCSB AIs removed due to 60/40 rule
0 KMeans AIs removed due to 60/40 rule
0 YCSB AIs with zero runs
0 KMeans AIs with zero runs
0 YCSB AIs that failed to provision
0 KMeans AIs that failed to provision
0 YCSB AIs with provisioning qos violation
0 KMeans AIs with provisioning qos violation

Glossary of "Run code":

0 no error.
1 for all errors including AIs that were provisioned but did not report any result or reported results after QoS limits.
2 if an AI that was provisioned but did not report any runs when the benchmark terminated - the AIs that are provisioning towards the end of scale-out phase may have zero runs.
3 if an AI failed to provision.
4 if an AI provisioning was in progress when the benchmark terminated - the AIs issued towards the end of scale-out phase may not be fully provisioned.
5 if an AI provisioning QoS was violated.
6 if an AI was excluded due to reported_ais being reached.

Instance Configuration

Instance Configuration Hadoop Master

Parameter Value

instance_type_name spec.test.4c8g

cpu 4

memory 8 GB

disk_size 50 GB

disk_backed local storage

image_name spec-test-kmeans

Notes pre-installed the required software inside the image

Instance Configuration Hadoop Slave

Parameter Value

instance_type_name spec.test.4c8g

cpu 4

memory 8 GB

disk_size 50 GB

disk_backed local storage

image_name spec-test-kmeans

Notes pre-installed the required software inside the image

Instance Configuration YCSB

Parameter Value

instance_type_name spec.test.4c8g

cpu 4

memory 8 GB

disk_size 50 GB

disk_backed local storage

image_name spec-test-ycsb

Notes pre-installed the required software inside the image

Instance Configuration Cassandra

Parameter Value

instance_type_name spec.test.4c8g

cpu 4

memory 8 GB

disk_size 50 GB

disk_backed local storage

image_name spec-test-ycsb

Notes pre-installed the required software inside the image

Cloud Configuration

Cloud High Level Information and Availability

Parameter Value

Name TeleCloudOS

Type private

Sut_Type whitebox

Virtualized KVM

Manager_Protocol TeleCloudOS

Manager_Version V4.0

Hardware_Availability April-2023

Software/Service_Availability April-2023

Geographic_Distribution 1

Notes None

Cloud Under Test Software Levels

Parameter Value

Python_version 2.7.5

JVM_version 1.8.0_362

Hadoop_version 2.7.5

Cassandra_version 2.1.20

Notes None

Benchmark Harness Node

Parameter Value

Vendor ZTE

Platform ZTE R5930 G2

CPU_Description Hygon C86 7285

CPU_Frequency_MHz 2000 MHz

RAM_Memory 12 GB

Local_Storage 50 GB + 500 GB

Quantity 1

Availability_Date April-2023

OS_Version CentOS 7.9.2009

OS_Availability_Date April-2023

Network_Adapter_1 1 x virtio network device

Network_Adapter_2 1 x virtio network device

Network_port_type_1 1 G BASE-T

Network_port_type_2 10 G BASE-KR

Network_speed_port_1 1 Gb/s

Network_speed_port_2 10 Gb/s

Notes The Harness node is a KVM virtual machine.

Cloud Manager Node

Parameter Value

Hw_Vendor RCSIT

Hw_Platform RCSIT TG225 B1

CPU_Type Kunpeng 920-5250

CPU_Count 2

CPU_Cores_Per 48

CPU_Frequency_MHz 2600 MHz

RAM_Memory_GB 512 GB

Primary_Cache_KB L1d 6 x 1024 KB + L1i 6 x 1024 KB

Secondary_Cache_KB 48 x 1024 KB

RAM_Memory_Type DDR4 3200 MHz

Hw_Availability_Date April-2023

Local_Storage 1 x 24 TB SAS + 500GB HDD

Quantity 3

Virtualized KVM

Network_Adapter_1 2 x Huawei HNS GE/10GE/25GE RDMA Network Controller

Network_Adapter_2 2 x Mellanox Technologies MT27710 Family [ConnectX-4 Lx]

Network_port_type_1 1 G BASE-T

Network_port_type_2 10 G BASE-KR

Network_speed_port_1 1 Gb/s

Network_speed_port_2 10 Gb/s

OS_Version CTYunKyOS-1.0

OS_Availability_Date April-2023

Notes None

Cloud Computes Nodes

Parameter Value

type 1_Compute_nodes 9

type 1_Hw_Vendor RCSIT

type 1_Hw_Platform RCSIT TG225 B1

type 1_Quantity 9

type 1_CPU_Type Kunpeng 920-7260

type 1_CPU_Count 2

type 1_CPU_Cores_Per 64

type 1_CPU_Frequency_MHz 2600 MHz

type 1_RAM_Memory_GB 768 GB

type 1_Primary_Cache_KB 8 x 1024 KB

type 1_Secondary_Cache_KB 64 x 1024 KB

type 1_RAM_Memory_Type DDR4 3200 MHz

type 1_Hw_Availability_Date April-2023

type 1_Local_Storage 1 x 3.2 TB SSD, 1 x 1.0 TB SSD

type 1_Virtualized KVM

type 1_Network_Adapter_1 2 x Huawei HNS GE/10GE/25GE RDMA Network Controller

type 1_Network_Adapter_2 2 x Mellanox Technologies MT27710 Family [ConnectX-4 Lx]

type 1_Network_port_type_1 1 G BASE-T

type 1_Network_port_type_2 25 G BASE-SR

type 1_Network_speed_port_1 1 Gb/s

type 1_Network_speed_port_2 25 Gb/s

type 1_OS_Version CTYunKyOS-1.0

type 1_OS_Availability_Date April-2023

type 1_Notes None

Cloud Network Information

Cloud Network Information
Parameter	Value
network 1_Technology	ethernet
network 1_Protocol	TCP/IP
network 1_Protocol_version	IPV4
network 1_Speed_Mbps	1000 Mbps
network 1_Function	management
network 1_Notes	network for management
network 2_Technology	ethernet
network 2_Protocol	TCP/IP
network 2_Protocol_version	IPV4
network 2_Speed_Mbps	25000 Mbps
network 2_Function	data
network 2_Notes	network for data
network 3_Technology	ethernet
network 3_Protocol	TCP/IP
network 3_Protocol_version	IPV4
network 3_Speed_Mbps	10000 Mbps
network 3_Function	public
network 3_Notes	network for public

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter	Value
Storage 1_Attach_Type	local
Storage 1_Capacity	9 x 3.2 TB
Storage 1_Technology	NVME
Storage 1_Notes	Each compute node contains one 3.2 TB NVME disk

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	39896.3	2.137	9.007	64.00	0	0
	2	40408.1	1.872	6.071	58.00	0	0
	3	41969.2	1.889	4.507	64.00	0	0
	4	40943.3	1.814	4.527	60.00	0	0
	5	40866.4	1.789	4.655	59.00	0	0
	6	41318.5	1.907	4.319	58.00	0	0
	7	42500.3	1.831	4.319	63.00	0	0
	8	39525.3	1.903	4.647	63.00	0	0
	9	41552.4	1.880	4.559	64.00	0	0
	10	39707.8	2.001	4.411	64.00	0	0
	11	40834.2	1.858	4.955	58.00	0	0
	12	41190.4	1.859	4.279	63.00	0	0
	13	40705.8	1.905	4.307	63.00	0	0
	14	40794.3	1.869	4.951	61.00	0	0
	15	39936.1	1.962	4.275	65.00	0	0
	16	40901.1	1.912	4.163	61.00	0	0
	17	40297.8	1.833	4.743	65.00	0	0
	18	42583.1	1.828	4.183	58.00	0	0
	19	41778.1	2.077	4.395	61.00	0	0
	20	40892.3	1.987	4.883	58.00	0	0
	21	41492.5	2.329	4.819	57.00	0	0
	22	39351.1	2.263	4.451	65.00	0	0
	23	41310.8	2.189	4.899	57.00	0	0
	24	40240.2	1.908	4.619	65.00	0	0
	25	40183.6	2.103	4.395	71.00	0	0
	26	38438.3	2.020	5.131	58.00	0	0
	27	38094.5	1.997	4.655	65.00	0	0
	28	40604.6	1.903	4.099	60.00	0	0
	29	36967.9	2.191	5.055	62.00	0	0
	30	38370.4	1.830	4.359	66.00	0	0
	31	38917.7	2.087	4.635	70.00	0	0
	32	40238.6	1.873	4.891	64.00	0	0
	33	39003.8	1.982	4.631	60.00	0	0
	34	39415.5	2.055	4.575	65.00	0	0
	35	40386.9	1.997	4.687	60.00	0	0
	36	41067.8	1.853	4.419	60.00	0	0
	37	39986.8	1.859	4.363	70.00	0	0
	38	39486.3	2.023	5.107	69.00	0	0
	39	39412.8	2.065	4.167	63.00	0	0
	40	41010.9	1.859	4.215	73.00	0	0
	41	40283.2	1.869	4.467	64.00	0	0
	42	39436.5	2.105	4.339	68.00	0	0
	43	39666.0	2.207	4.375	64.00	0	0
	44	40701.3	1.945	5.059	65.00	0	0
	45	40035.6	2.027	4.483	73.00	0	0
	46	39376.7	2.041	4.787	60.00	0	0
	47	36829.4	2.163	4.495	71.00	0	0
	48	40045.3	2.131	4.459	65.00	0	0
	49	37995.4	2.002	4.739	63.00	0	0
	50	39786.7	1.977	4.831	67.00	0	0
	51	39050.3	1.985	4.251	70.00	0	0
	52	39115.2	2.034	4.311	67.00	0	0
	53	38881.0	1.972	4.899	67.00	0	0
	54	39180.3	1.968	4.431	62.00	0	0
	55	37698.9	2.083	4.423	67.00	0	0
	56	38864.0	1.998	4.791	62.00	0	0
	57	38060.4	2.040	4.459	64.00	0	0
	58	36973.0	2.135	4.979	60.00	0	0
	59	39012.6	2.012	4.935	69.00	0	0
	60	38043.1	2.049	4.683	64.00	0	0
	61	38370.8	2.057	4.411	67.00	0	0
	62	38709.4	1.980	5.495	65.00	0	0
	63	37234.2	2.109	4.371	61.00	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	39946.9	2.409	9.783	65.00	0	0
	2	39980.0	2.161	6.619	59.00	0	0
	3	40689.7	2.275	5.287	62.00	0	0
	4	40215.6	2.383	5.359	62.00	0	0
	5	41599.9	2.439	5.367	62.00	0	0
	6	41690.6	2.377	4.939	64.00	0	0
	7	40054.5	2.079	4.767	67.00	0	0
	8	41911.6	2.297	5.859	61.00	0	0
	9	39233.4	2.159	4.423	64.00	0	0
	10	42332.5	2.263	5.139	59.00	0	0
	11	41233.7	2.347	5.119	72.00	0	0
	12	41183.6	2.409	4.971	61.00	0	0
	13	41726.2	2.739	5.379	59.00	0	0
	14	41468.4	2.099	4.927	64.00	0	0
	15	39050.3	2.169	4.939	64.00	0	0
	16	41861.1	2.341	5.031	56.00	0	0
	17	42977.5	2.221	5.159	61.00	0	0
	18	41296.7	2.115	4.763	59.00	0	0
	19	39550.3	2.227	4.575	58.00	0	0
	20	41478.7	2.417	5.363	60.00	0	0
	21	39549.1	2.657	5.287	57.00	0	0
	22	41186.2	2.537	5.035	65.00	0	0
	23	41670.1	1.826	4.823	62.00	0	0
	24	38781.1	2.127	4.967	65.00	0	0
	25	39495.6	2.271	4.815	64.00	0	0
	26	39209.2	2.071	5.051	62.00	0	0
	27	41311.2	2.081	4.979	66.00	0	0
	28	40267.8	1.948	4.691	65.00	0	0
	29	39555.4	2.339	5.267	64.00	0	0
	30	41065.2	2.269	4.903	61.00	0	0
	31	40615.7	2.161	4.979	63.00	0	0
	32	39244.2	2.101	4.799	63.00	0	0
	33	41535.1	2.137	4.735	68.00	0	0
	34	39714.5	2.205	4.839	60.00	0	0
	35	39811.3	2.267	5.211	63.00	0	0
	36	39772.9	2.391	5.087	65.00	0	0
	37	39505.4	2.095	4.403	66.00	0	0
	38	41744.5	2.197	5.031	66.00	0	0
	39	41338.1	2.219	4.751	64.00	0	0
	40	36404.7	2.417	4.983	64.00	0	0
	41	37594.0	2.147	5.091	60.00	0	0
	42	40593.1	1.875	4.531	67.00	0	0
	43	40817.6	2.055	4.511	63.00	0	0
	44	40298.2	2.069	4.903	60.00	0	0
	45	40024.0	2.053	4.631	66.00	0	0
	46	39942.5	2.155	5.067	71.00	0	0
	47	35163.9	2.521	6.111	67.00	0	0
	48	38805.9	2.461	5.863	78.00	0	0
	49	35894.4	2.523	6.363	74.00	0	0
	50	36796.5	2.423	5.899	68.00	0	0
	51	38921.5	2.249	5.595	73.00	0	0
	52	37679.7	2.433	5.983	69.00	0	0
	53	36144.1	2.389	5.675	71.00	0	0
	54	37883.5	2.641	5.679	78.00	0	0
	55	33703.2	3.173	7.407	71.00	0	0
	56	35980.6	2.691	7.131	68.00	0	0
	57	35764.7	2.669	6.271	67.00	0	0
	58	35496.2	2.733	6.567	74.00	0	0
	59	36010.7	2.785	7.455	67.00	0	0
	60	37752.6	2.615	5.887	69.00	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	38415.4	2.205	9.143	71.00	0	0
	2	40674.0	1.992	5.591	64.00	0	0
	3	41047.1	2.221	5.067	68.00	0	0
	4	40841.3	2.171	4.563	67.00	0	0
	5	42320.0	2.281	5.095	60.00	0	0
	6	40427.7	2.125	4.659	66.00	0	0
	7	40879.3	2.042	4.395	72.00	0	0
	8	40000.4	2.259	4.835	61.00	0	0
	9	40086.6	2.425	4.599	66.00	0	0
	10	42300.7	2.089	4.371	60.00	0	0
	11	38611.5	2.299	4.767	62.00	0	0
	12	40957.6	2.159	4.335	65.00	0	0
	13	38248.2	2.107	4.195	66.00	0	0
	14	38978.8	2.111	4.531	68.00	0	0
	15	40022.0	2.199	4.371	64.00	0	0
	16	40433.9	2.187	4.515	64.00	0	0
	17	40380.0	2.181	4.699	65.00	0	0
	18	41119.7	2.245	5.095	61.00	0	0
	19	41664.1	2.185	4.619	62.00	0	0
	20	36694.9	2.433	4.855	60.00	0	0
	21	39801.4	2.235	4.671	58.00	0	0
	22	38948.0	2.187	4.403	67.00	0	0
	23	38864.8	2.085	4.739	62.00	0	0
	24	39795.8	2.031	4.223	73.00	0	0
	25	39489.8	1.949	4.431	66.00	0	0
	26	40632.7	2.173	4.743	77.00	0	0
	27	39792.3	2.355	4.967	63.00	0	0
	28	37879.1	1.895	4.551	62.00	0	0
	29	38780.7	2.219	4.975	72.00	0	0
	30	38825.2	2.081	4.511	64.00	0	0
	31	37927.3	2.139	4.591	71.00	0	0
	32	37669.0	1.992	5.419	63.00	0	0
	33	39394.9	2.075	4.679	69.00	0	0
	34	38453.4	2.023	4.503	66.00	0	0
	35	39880.0	2.501	5.191	66.00	0	0
	36	39665.6	2.085	4.115	83.00	0	0
	37	40104.3	2.008	4.467	69.00	0	0
	38	38655.2	2.034	4.499	71.00	0	0
	39	37907.1	1.969	3.927	66.00	0	0
	40	39783.2	2.117	4.295	72.00	0	0
	41	38213.5	2.043	4.779	68.00	0	0
	42	40856.8	1.805	4.283	67.00	0	0
	43	40457.2	2.071	4.615	66.00	0	0
	44	38210.6	2.103	5.247	58.00	0	0
	45	36452.8	2.000	4.299	68.00	0	0
	46	36944.7	1.947	4.471	66.00	0	0
	47	36935.5	1.949	4.855	66.00	0	0
	48	37744.8	2.017	4.647	65.00	0	0
	49	37879.1	1.953	4.135	72.00	0	0
	50	36672.7	1.986	4.767	71.00	0	0
	51	35131.5	2.033	4.567	69.00	0	0
	52	37708.8	1.986	4.267	75.00	0	0
	53	36622.3	1.943	4.683	67.00	0	0
	54	35051.7	2.046	4.219	73.00	0	0
	55	38458.2	2.044	4.535	63.00	0	0
	56	38356.1	2.069	5.303	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_7	1	39926.9	2.991	9.543	66.00	0	0
	2	39016.8	3.331	7.287	63.00	0	0
	3	40759.3	3.711	6.715	62.00	0	0
	4	39668.0	3.427	6.859	57.00	0	0
	5	40690.9	3.033	6.603	61.00	0	0
	6	41293.7	2.661	5.571	60.00	0	0
	7	40085.4	3.513	6.775	62.00	0	0
	8	40371.4	3.649	6.851	60.00	0	0
	9	40870.1	2.833	5.271	59.00	0	0
	10	40547.4	3.683	6.687	62.00	0	0
	11	38267.3	2.435	4.691	57.00	0	0
	12	41548.5	3.473	6.135	59.00	0	0
	13	38839.5	2.875	5.147	59.00	0	0
	14	38708.3	2.641	5.535	60.00	0	0
	15	42060.1	2.781	5.171	60.00	0	0
	16	40324.6	3.317	5.635	65.00	0	0
	17	41471.4	3.017	5.951	59.00	0	0
	18	40873.9	2.681	5.107	61.00	0	0
	19	41205.3	3.227	5.987	63.00	0	0
	20	40634.3	3.103	5.955	60.00	0	0
	21	40417.1	3.923	6.767	59.00	0	0
	22	40134.9	3.317	6.043	62.00	0	0
	23	40118.8	2.671	5.555	63.00	0	0
	24	39317.4	2.473	4.743	70.00	0	0
	25	39895.5	3.611	6.551	63.00	0	0
	26	38763.8	3.195	5.627	59.00	0	0
	27	39934.5	3.553	5.719	66.00	0	0
	28	39044.6	2.749	4.819	64.00	0	0
	29	38984.1	2.991	5.803	62.00	0	0
	30	40425.3	2.853	5.131	62.00	0	0
	31	39972.0	2.673	5.183	60.00	0	0
	32	39458.2	3.035	5.875	63.00	0	0
	33	39804.6	2.873	5.027	64.00	0	0
	34	38420.9	2.733	4.803	69.00	0	0
	35	40114.3	2.521	4.967	63.00	0	0
	36	39280.0	3.135	5.399	66.00	0	0
	37	36644.5	3.003	4.947	70.00	0	0
	38	40436.3	4.119	7.295	59.00	0	0
	39	39698.3	3.677	6.295	67.00	0	0
	40	40961.8	3.211	5.739	64.00	0	0
	41	39426.3	2.249	4.843	67.00	0	0
	42	40551.9	3.365	5.891	66.00	0	0
	43	40254.4	3.391	5.863	59.00	0	0
	44	39251.5	3.059	5.691	60.00	0	0
	45	40868.9	2.253	4.555	74.00	0	0
	46	38608.2	2.505	4.819	65.00	0	0
	47	38987.1	2.771	5.515	68.00	0	0
	48	39727.9	2.347	4.807	69.00	0	0
	49	37785.8	2.541	4.963	64.00	0	0
	50	37792.5	2.379	5.263	75.00	0	0
	51	40163.1	2.555	5.087	68.00	0	0
	52	37575.3	2.225	4.507	70.00	0	0
	53	37527.3	2.365	5.459	69.00	0	0
	54	38298.4	2.821	4.995	66.00	0	0
	55	39134.7	2.623	5.391	68.00	0	0
	56	38372.2	2.299	5.155	68.00	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	38602.2	3.677	10.199	72.00	0	0
	2	38362.7	3.247	7.695	63.00	0	0
	3	40184.0	2.539	5.171	64.00	0	0
	4	40243.9	2.917	5.179	66.00	0	0
	5	37919.7	2.915	5.899	64.00	0	0
	6	39404.2	2.675	5.227	71.00	0	0
	7	40868.9	2.543	5.147	66.00	0	0
	8	39111.0	2.903	5.775	69.00	0	0
	9	42472.8	2.311	4.615	61.00	0	0
	10	41204.0	2.797	5.235	62.00	0	0
	11	39507.0	2.493	5.471	64.00	0	0
	12	40319.3	3.291	5.779	64.00	0	0
	13	41016.0	2.305	4.659	61.00	0	0
	14	40866.8	2.243	5.283	59.00	0	0
	15	40049.7	3.027	5.303	67.00	0	0
	16	40446.5	2.433	5.259	65.00	0	0
	17	39056.0	2.615	5.307	62.00	0	0
	18	40801.8	2.701	4.827	65.00	0	0
	19	40273.1	3.681	6.395	64.00	0	0
	20	41245.6	2.703	5.399	64.00	0	0
	21	40485.4	2.877	5.387	64.00	0	0
	22	39705.4	2.855	5.155	66.00	0	0
	23	40765.6	2.813	5.599	63.00	0	0
	24	38915.0	3.137	5.719	61.00	0	0
	25	39308.6	3.177	5.487	70.00	0	0
	26	38342.1	2.455	5.115	63.00	0	0
	27	38592.2	2.557	4.599	63.00	0	0
	28	39473.4	2.181	4.635	63.00	0	0
	29	38929.8	2.821	6.043	68.00	0	0
	30	39746.8	2.297	4.891	65.00	0	0
	31	40255.6	2.219	5.011	67.00	0	0
	32	38074.2	2.807	5.447	59.00	0	0
	33	39958.8	2.365	4.755	67.00	0	0
	34	38109.0	2.547	4.827	66.00	0	0
	35	37061.4	2.443	4.659	62.00	0	0
	36	38230.3	2.257	4.703	66.00	0	0
	37	38474.5	2.515	4.691	62.00	0	0
	38	39064.4	2.221	4.815	69.00	0	0
	39	38863.2	2.363	4.579	65.00	0	0
	40	38653.3	2.119	4.463	60.00	0	0
	41	38477.8	2.042	4.639	70.00	0	0
	42	38511.9	2.525	4.895	61.00	0	0
	43	39077.0	2.979	5.479	61.00	0	0
	44	39347.6	2.337	4.895	65.00	0	0
	45	37290.8	2.167	4.435	65.00	0	0
	46	37242.6	2.265	4.611	66.00	0	0
	47	36445.8	2.229	5.223	71.00	0	0
	48	36487.7	2.139	4.647	70.00	0	0
	49	38306.1	2.205	4.715	62.00	0	0
	50	37579.5	2.305	4.907	67.00	0	0
	51	37518.9	2.247	5.083	63.00	0	0
	52	37819.0	2.219	4.655	68.00	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	37332.6	2.155	9.551	68.00	0	0
	2	40243.1	1.924	6.559	63.00	0	0
	3	40784.3	2.095	4.783	62.00	0	0
	4	41023.1	2.057	4.707	64.00	0	0
	5	41137.5	2.069	4.791	62.00	0	0
	6	41336.4	2.017	4.839	71.00	0	0
	7	40778.5	2.019	4.719	69.00	0	0
	8	41476.6	1.952	5.059	57.00	0	0
	9	42289.1	1.695	4.395	57.00	0	0
	10	35384.5	2.407	4.891	59.00	0	0
	11	39969.2	2.105	4.879	62.00	0	0
	12	40303.5	2.013	4.691	60.00	0	0
	13	40309.6	2.209	4.659	64.00	0	0
	14	41133.6	2.083	4.879	60.00	0	0
	15	40353.5	1.858	4.187	63.00	0	0
	16	38483.0	2.161	4.615	57.00	0	0
	17	38819.9	2.109	4.895	60.00	0	0
	18	40149.0	1.913	4.551	61.00	0	0
	19	40207.9	2.046	4.423	62.00	0	0
	20	41246.5	2.407	4.983	64.00	0	0
	21	40799.7	2.059	4.519	66.00	0	0
	22	41170.5	2.461	5.011	62.00	0	0
	23	41258.0	2.053	5.147	59.00	0	0
	24	39857.3	2.127	4.943	61.00	0	0
	25	40318.1	1.858	4.955	62.00	0	0
	26	38296.6	2.149	5.295	60.00	0	0
	27	39572.6	1.939	4.647	62.00	0	0
	28	40524.4	1.940	4.731	64.00	0	0
	29	40513.3	2.037	5.043	63.00	0	0
	30	40396.3	2.213	4.847	67.00	0	0
	31	40159.4	1.979	4.767	64.00	0	0
	32	39770.9	2.129	5.055	62.00	0	0
	33	39583.2	2.017	4.843	59.00	0	0
	34	40246.3	1.935	4.819	74.00	0	0
	35	39650.3	1.973	4.891	65.00	0	0
	36	39263.4	2.037	4.815	63.00	0	0
	37	39742.1	2.287	4.483	62.00	0	0
	38	39901.4	2.117	5.147	60.00	0	0
	39	40868.0	1.927	4.615	64.00	0	0
	40	39481.2	2.235	4.839	63.00	0	0
	41	40126.8	1.925	4.975	60.00	0	0
	42	38815.4	2.189	4.823	63.00	0	0
	43	41230.3	1.875	4.711	72.00	0	0
	44	40178.4	1.894	5.179	62.00	0	0
	45	38109.0	1.940	4.811	63.00	0	0
	46	37119.5	1.983	5.635	67.00	0	0
	47	37573.5	1.975	4.859	70.00	0	0
	48	38150.1	2.033	5.083	68.00	0	0
	49	37295.3	2.042	4.891	68.00	0	0
	50	37855.5	1.996	4.983	70.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_14	1	38381.5	2.479	9.655	67.00	0	0
	2	40469.0	2.195	6.087	58.00	0	0
	3	35380.1	2.569	4.903	65.00	0	0
	4	38181.4	2.311	4.703	61.00	0	0
	5	39191.5	2.253	5.159	57.00	0	0
	6	39105.3	2.333	4.559	59.00	0	0
	7	39815.3	2.377	4.735	61.00	0	0
	8	40166.3	2.185	4.995	59.00	0	0
	9	41253.7	2.157	4.743	67.00	0	0
	10	39787.5	2.307	4.835	63.00	0	0
	11	41419.4	2.071	5.091	59.00	0	0
	12	41921.3	2.113	4.335	61.00	0	0
	13	40243.9	2.139	4.871	62.00	0	0
	14	39270.4	2.239	4.947	59.00	0	0
	15	40411.8	1.958	4.375	63.00	0	0
	16	40141.3	2.006	4.307	58.00	0	0
	17	40437.9	2.073	4.639	60.00	0	0
	18	41088.0	2.319	4.727	60.00	0	0
	19	40601.3	2.293	4.639	63.00	0	0
	20	41727.1	1.971	4.767	62.00	0	0
	21	40779.7	2.229	4.671	64.00	0	0
	22	39826.4	2.185	4.399	68.00	0	0
	23	39313.6	2.107	5.207	58.00	0	0
	24	39888.7	2.032	4.319	58.00	0	0
	25	38752.6	2.189	4.471	60.00	0	0
	26	39867.6	2.167	4.943	71.00	0	0
	27	39822.0	2.175	4.331	59.00	0	0
	28	34044.3	2.193	3.527	68.00	0	0
	29	38067.7	2.147	4.683	61.00	0	0
	30	39793.1	2.329	4.967	62.00	0	0
	31	39844.6	2.239	4.583	65.00	0	0
	32	39896.3	2.327	5.215	63.00	0	0
	33	37703.5	2.291	4.519	62.00	0	0
	34	39979.6	2.019	4.559	69.00	0	0
	35	39162.7	2.165	4.907	68.00	0	0
	36	39454.3	2.305	4.859	62.00	0	0
	37	39117.5	2.065	4.575	66.00	0	0
	38	37462.7	2.219	4.491	62.00	0	0
	39	40375.5	1.933	4.671	63.00	0	0
	40	37132.3	2.205	4.659	64.00	0	0
	41	39511.2	2.433	5.123	64.00	0	0
	42	40657.0	2.007	4.807	69.00	0	0
	43	39437.6	2.145	4.887	69.00	0	0
	44	39538.6	1.905	4.835	65.00	0	0
	45	40925.3	2.379	5.711	65.00	0	0
	46	37425.1	2.305	4.847	66.00	0	0
	47	36776.5	2.049	5.863	75.00	0	0
	48	36550.0	2.095	5.791	69.00	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	39643.2	2.367	9.503	64.00	0	0
	2	39330.6	2.715	7.063	57.00	0	0
	3	39946.9	2.373	5.347	59.00	0	0
	4	39491.7	2.477	5.515	56.00	0	0
	5	40621.5	3.137	6.695	60.00	0	0
	6	41175.1	2.339	5.187	56.00	0	0
	7	39332.1	2.407	5.227	61.00	0	0
	8	39790.3	2.473	5.099	59.00	0	0
	9	41162.0	2.457	5.203	56.00	0	0
	10	41499.8	2.443	5.047	58.00	0	0
	11	39572.6	2.165	4.815	57.00	0	0
	12	40198.2	2.411	5.107	56.00	0	0
	13	40863.4	2.073	4.863	66.00	0	0
	14	39743.3	2.437	5.311	56.00	0	0
	15	39613.0	2.313	4.695	59.00	0	0
	16	41967.9	2.115	4.747	60.00	0	0
	17	39782.0	2.797	5.695	60.00	0	0
	18	42080.5	2.007	4.751	55.00	0	0
	19	40722.8	2.537	5.359	65.00	0	0
	20	37775.8	2.361	5.079	64.00	0	0
	21	41381.3	2.351	5.003	58.00	0	0
	22	38625.3	2.307	4.595	60.00	0	0
	23	39962.0	2.271	5.007	61.00	0	0
	24	39379.8	2.391	4.935	60.00	0	0
	25	39129.4	1.993	4.547	63.00	0	0
	26	38719.9	2.333	4.843	61.00	0	0
	27	38818.4	2.503	5.091	63.00	0	0
	28	40542.5	2.269	4.731	59.00	0	0
	29	36497.3	2.369	4.979	62.00	0	0
	30	38152.3	2.063	4.535	62.00	0	0
	31	39091.1	2.399	4.839	67.00	0	0
	32	40328.7	2.024	5.111	67.00	0	0
	33	39909.8	2.207	4.655	67.00	0	0
	34	37945.3	2.299	4.663	70.00	0	0
	35	41181.5	2.000	4.763	57.00	0	0
	36	39182.6	2.109	4.503	63.00	0	0
	37	39114.8	2.373	5.019	59.00	0	0
	38	38804.4	2.073	4.975	58.00	0	0
	39	40239.0	1.826	4.343	59.00	0	0
	40	38618.2	2.421	5.063	63.00	0	0
	41	39515.1	2.055	4.983	62.00	0	0
	42	40369.0	2.075	4.767	61.00	0	0
	43	40058.1	2.015	4.251	60.00	0	0
	44	38485.2	1.940	4.951	63.00	0	0
	45	39733.4	2.583	4.999	64.00	0	0
	46	37926.6	2.303	4.579	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_18	1	40397.5	1.987	9.615	67.00	0	0
	2	41002.5	2.193	6.027	61.00	0	0
	3	41229.9	2.239	4.843	65.00	0	0
	4	42580.8	2.041	4.775	61.00	0	0
	5	40188.9	2.119	4.759	62.00	0	0
	6	40072.5	2.099	4.491	62.00	0	0
	7	39575.0	2.111	4.415	61.00	0	0
	8	41705.3	2.355	5.075	65.00	0	0
	9	41262.2	2.417	4.883	61.00	0	0
	10	40925.3	2.425	4.711	62.00	0	0
	11	39456.3	1.977	4.867	62.00	0	0
	12	38269.1	2.313	4.427	63.00	0	0
	13	41001.7	2.155	4.599	68.00	0	0
	14	41835.3	2.019	4.483	62.00	0	0
	15	41111.7	2.043	4.403	64.00	0	0
	16	39890.7	2.093	4.179	61.00	0	0
	17	40079.4	2.079	5.391	64.00	0	0
	18	41905.4	2.301	4.315	65.00	0	0
	19	41526.5	2.149	4.399	69.00	0	0
	20	42310.1	2.293	5.491	60.00	0	0
	21	40838.0	2.413	4.847	66.00	0	0
	22	41887.0	2.103	4.583	64.00	0	0
	23	40370.2	2.209	4.979	60.00	0	0
	24	39434.5	1.902	4.591	63.00	0	0
	25	38682.8	2.083	4.275	65.00	0	0
	26	40017.6	1.777	4.839	67.00	0	0
	27	38753.7	2.034	4.599	58.00	0	0
	28	39241.5	2.097	4.507	62.00	0	0
	29	40054.9	1.834	4.947	62.00	0	0
	30	40135.7	2.049	4.503	60.00	0	0
	31	39909.0	2.121	4.763	65.00	0	0
	32	40462.9	1.968	4.619	66.00	0	0
	33	39216.8	2.173	4.955	68.00	0	0
	34	41152.3	1.805	4.751	64.00	0	0
	35	38583.6	2.089	4.891	70.00	0	0
	36	40044.9	2.153	4.487	65.00	0	0
	37	39459.8	2.531	4.923	62.00	0	0
	38	39522.6	2.103	4.999	73.00	0	0
	39	40515.8	1.849	4.399	69.00	0	0
	40	41631.1	1.850	4.403	65.00	0	0
	41	37631.1	2.401	5.023	62.00	0	0
	42	40413.4	2.117	4.743	63.00	0	0
	43	39648.7	1.990	4.651	61.00	0	0
	44	40042.8	1.991	4.955	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_20	1	37039.1	2.305	9.983	76.00	0	0
	2	35432.1	2.229	6.487	63.00	0	0
	3	38584.7	2.713	5.683	64.00	0	0
	4	38022.5	2.261	4.723	61.00	0	0
	5	35888.0	2.231	4.787	70.00	0	0
	6	37367.8	2.459	4.699	68.00	0	0
	7	37214.8	2.109	4.431	70.00	0	0
	8	37592.9	2.245	4.943	59.00	0	0
	9	38628.3	2.319	4.495	69.00	0	0
	10	37310.3	2.147	4.235	62.00	0	0
	11	37954.6	2.335	4.523	64.00	0	0
	12	37255.4	2.453	4.767	67.00	0	0
	13	38224.1	2.833	5.171	70.00	0	0
	14	38294.0	2.729	5.591	73.00	0	0
	15	39779.6	2.461	4.715	67.00	0	0
	16	38842.1	2.291	4.687	65.00	0	0
	17	37781.1	2.313	4.863	62.00	0	0
	18	39640.5	2.667	5.071	65.00	0	0
	19	39286.2	2.411	4.891	68.00	0	0
	20	38751.1	2.819	5.567	64.00	0	0
	21	39537.8	2.633	4.867	62.00	0	0
	22	37437.1	2.375	4.807	69.00	0	0
	23	35908.9	2.581	4.675	74.00	0	0
	24	38070.9	2.417	4.439	71.00	0	0
	25	38444.9	2.423	4.823	70.00	0	0
	26	36941.3	2.365	4.863	69.00	0	0
	27	37785.4	2.169	4.451	65.00	0	0
	28	37251.9	2.237	4.655	65.00	0	0
	29	36748.5	2.061	4.507	64.00	0	0
	30	36855.5	2.011	4.299	72.00	0	0
	31	35643.0	2.105	4.383	68.00	0	0
	32	36788.7	2.109	4.827	66.00	0	0
	33	36839.9	2.189	4.499	66.00	0	0
	34	36899.7	2.439	4.927	63.00	0	0
	35	38041.3	2.323	4.795	64.00	0	0
	36	35154.0	2.563	4.471	65.00	0	0
	37	38768.3	2.621	5.127	72.00	0	0
	38	38048.5	2.555	5.135	74.00	0	0
	39	35785.5	2.327	4.275	67.00	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	38274.9	2.309	8.807	67.00	0	0
	2	38890.5	2.185	6.775	65.00	0	0
	3	41286.1	1.853	4.927	61.00	0	0
	4	39231.1	1.934	4.659	68.00	0	0
	5	38559.4	2.193	5.267	63.00	0	0
	6	38965.5	2.115	4.423	60.00	0	0
	7	40648.8	1.893	4.579	60.00	0	0
	8	38919.2	1.899	5.043	63.00	0	0
	9	39593.8	2.103	4.383	60.00	0	0
	10	40002.0	1.989	4.463	67.00	0	0
	11	39478.5	1.928	5.279	65.00	0	0
	12	39513.6	2.021	4.215	60.00	0	0
	13	40120.0	1.990	4.663	63.00	0	0
	14	39697.9	1.965	4.439	63.00	0	0
	15	40060.1	2.067	4.455	69.00	0	0
	16	39478.9	1.931	4.523	63.00	0	0
	17	39498.4	1.875	4.807	62.00	0	0
	18	41258.8	1.883	4.355	63.00	0	0
	19	40835.5	2.035	4.387	64.00	0	0
	20	39985.6	2.051	4.787	63.00	0	0
	21	39805.4	2.028	4.491	63.00	0	0
	22	37957.5	2.197	4.575	62.00	0	0
	23	39482.0	2.075	5.415	68.00	0	0
	24	38320.0	2.425	5.483	63.00	0	0
	25	36405.3	2.721	7.071	66.00	0	0
	26	37646.4	2.515	6.695	70.00	0	0
	27	37941.7	2.427	5.879	78.00	0	0
	28	37214.8	2.333	5.719	73.00	0	0
	29	36254.2	2.471	6.043	77.00	0	0
	30	36697.9	2.405	6.091	75.00	0	0
	31	36598.2	2.467	6.183	74.00	0	0
	32	35523.0	2.943	7.963	75.00	0	0
	33	36042.9	2.513	6.023	69.00	0	0
	34	36672.0	2.619	6.239	72.00	0	0
	35	35930.8	2.353	6.087	70.00	0	0
	36	35074.5	3.045	7.815	73.00	0	0
	37	35475.8	2.787	7.199	70.00	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_25	1	33118.6	2.287	8.511	76.00	0	0
	2	35549.6	2.027	5.351	69.00	0	0
	3	33134.0	2.173	4.343	67.00	0	0
	4	34762.1	2.287	4.463	73.00	0	0
	5	33027.8	2.179	4.483	73.00	0	0
	6	34201.5	2.012	4.251	68.00	0	0
	7	34584.4	2.311	4.403	73.00	0	0
	8	32120.5	2.153	4.343	71.00	0	0
	9	32895.8	2.036	4.093	77.00	0	0
	10	34731.0	2.101	4.135	73.00	0	0
	11	36022.1	2.115	4.427	85.00	0	0
	12	32884.5	2.201	4.011	75.00	0	0
	13	35926.6	2.163	4.399	72.00	0	0
	14	33378.7	2.149	4.583	66.00	0	0
	15	32317.7	2.281	4.135	68.00	0	0
	16	34020.5	2.151	4.167	77.00	0	0
	17	37715.9	3.087	5.955	78.00	0	0
	18	38224.1	2.717	5.279	66.00	0	0
	19	38983.7	2.239	4.515	71.00	0	0
	20	38194.9	2.943	6.187	63.00	0	0
	21	35466.7	2.133	4.287	65.00	0	0
	22	37369.9	2.201	4.671	71.00	0	0
	23	35339.7	2.213	4.767	65.00	0	0
	24	35625.2	2.297	4.471	76.00	0	0
	25	36201.1	2.673	5.155	73.00	0	0
	26	37359.4	2.305	5.151	72.00	0	0
	27	36665.0	2.257	4.595	73.00	0	0
	28	37227.0	2.365	4.835	78.00	0	0
	29	37808.3	2.505	5.223	74.00	0	0
	30	37450.4	2.471	4.707	80.00	0	0
	31	37368.9	2.443	4.743	68.00	0	0
	32	37246.0	2.527	5.107	66.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_27	1	36360.7	2.769	8.887	65.00	0	0
	2	36200.7	2.179	5.971	66.00	0	0
	3	37719.8	2.407	4.555	64.00	0	0
	4	38721.4	2.075	4.331	63.00	0	0
	5	37468.3	2.573	5.155	59.00	0	0
	6	38054.6	2.367	4.715	67.00	0	0
	7	39613.8	2.257	4.463	65.00	0	0
	8	37752.2	2.243	4.903	63.00	0	0
	9	38023.5	1.994	4.215	67.00	0	0
	10	38314.5	2.071	4.511	61.00	0	0
	11	36527.7	2.277	4.595	65.00	0	0
	12	36999.0	2.037	4.395	69.00	0	0
	13	40416.7	2.051	4.227	64.00	0	0
	14	38850.0	2.539	4.999	64.00	0	0
	15	37887.4	2.121	4.539	64.00	0	0
	16	38355.0	2.265	4.551	68.00	0	0
	17	38057.5	2.701	5.311	63.00	0	0
	18	37883.5	2.027	4.089	68.00	0	0
	19	37329.1	1.915	4.183	64.00	0	0
	20	37230.8	2.573	4.931	64.00	0	0
	21	38472.6	2.521	4.715	65.00	0	0
	22	35852.3	2.497	4.539	68.00	0	0
	23	35719.4	2.387	5.067	66.00	0	0
	24	37737.6	2.171	4.419	71.00	0	0
	25	36704.3	2.359	4.895	66.00	0	0
	26	36698.6	2.311	4.951	60.00	0	0
	27	38386.6	2.323	4.667	66.00	0	0
	28	38190.2	2.401	5.007	64.00	0	0
	29	38360.8	2.461	5.043	66.00	0	0
	30	36576.4	2.391	4.531	67.00	0	0
	31	37571.7	2.431	4.623	70.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_29	1	36368.6	2.305	9.807	66.00	0	0
	2	37971.6	2.207	6.991	67.00	0	0
	3	39939.7	1.891	4.707	72.00	0	0
	4	37360.5	2.145	5.243	69.00	0	0
	5	38666.8	2.159	4.811	67.00	0	0
	6	37011.7	2.611	5.155	68.00	0	0
	7	41019.3	1.818	4.683	59.00	0	0
	8	39178.0	2.367	5.079	69.00	0	0
	9	39194.6	2.089	5.011	62.00	0	0
	10	38693.0	2.719	5.295	65.00	0	0
	11	38020.6	2.163	5.207	66.00	0	0
	12	39072.4	2.107	4.867	72.00	0	0
	13	39447.0	2.657	5.263	70.00	0	0
	14	38288.9	2.349	4.767	63.00	0	0
	15	38046.7	2.275	4.903	60.00	0	0
	16	36855.5	2.117	4.579	60.00	0	0
	17	38161.7	2.269	4.159	59.00	0	0
	18	39554.6	2.181	4.935	65.00	0	0
	19	39071.7	1.987	5.739	69.00	0	0
	20	35994.5	2.269	5.075	65.00	0	0
	21	38291.1	2.411	5.367	64.00	0	0
	22	37403.1	2.359	4.827	63.00	0	0
	23	37978.0	2.113	4.963	63.00	0	0
	24	37735.1	2.171	5.291	68.00	0	0
	25	36578.5	2.357	4.539	65.00	0	0
	26	37627.6	2.199	4.703	68.00	0	0
	27	36296.7	2.333	4.931	65.00	0	0
	28	38496.0	2.229	4.759	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_31	1	36357.0	2.131	9.543	69.00	0	0
	2	36185.7	2.125	5.907	68.00	0	0
	3	36770.5	2.187	4.963	66.00	0	0
	4	37610.6	2.185	5.159	75.00	0	0
	5	36248.6	2.173	4.739	66.00	0	0
	6	36529.7	2.209	5.043	63.00	0	0
	7	37033.6	2.297	5.063	69.00	0	0
	8	36793.8	2.441	4.735	74.00	0	0
	9	37520.3	1.767	4.523	65.00	0	0
	10	36545.4	2.369	4.915	62.00	0	0
	11	38290.0	2.249	4.899	64.00	0	0
	12	37651.3	1.930	5.011	64.00	0	0
	13	37370.3	2.187	4.531	68.00	0	0
	14	36469.1	2.141	4.635	65.00	0	0
	15	35250.7	2.037	4.619	64.00	0	0
	16	38073.5	2.265	4.699	66.00	0	0
	17	37247.1	2.449	5.287	68.00	0	0
	18	37744.0	2.527	4.967	67.00	0	0
	19	37275.9	1.983	4.419	66.00	0	0
	20	37038.8	2.409	5.275	65.00	0	0
	21	37664.4	2.677	5.615	67.00	0	0
	22	37107.5	2.453	5.751	72.00	0	0
	23	38440.5	2.475	5.315	75.00	0	0
	24	37827.6	2.443	5.203	79.00	0	0
	25	37859.4	2.713	5.523	74.00	0	0
	26	36856.2	2.649	6.063	69.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_33	1	37914.7	2.989	9.607	66.00	0	0
	2	38368.6	2.281	6.599	66.00	0	0
	3	36660.3	2.579	5.387	66.00	0	0
	4	40294.1	2.020	4.627	63.00	0	0
	5	39961.6	2.725	5.723	72.00	0	0
	6	38861.0	2.503	5.379	62.00	0	0
	7	38959.4	2.703	5.471	63.00	0	0
	8	40100.7	2.689	5.383	67.00	0	0
	9	38995.9	2.323	4.711	72.00	0	0
	10	38960.9	2.627	5.251	63.00	0	0
	11	38280.8	2.669	5.323	68.00	0	0
	12	40017.6	2.281	4.927	65.00	0	0
	13	38795.4	2.643	5.071	70.00	0	0
	14	39905.4	3.001	5.935	62.00	0	0
	15	37893.1	2.789	5.243	62.00	0	0
	16	37067.9	2.469	5.123	63.00	0	0
	17	39443.5	2.771	5.599	60.00	0	0
	18	39217.2	2.305	4.803	65.00	0	0
	19	37285.6	2.841	5.635	64.00	0	0
	20	39038.5	2.437	5.263	63.00	0	0
	21	40062.5	2.109	4.563	66.00	0	0
	22	34134.4	2.507	5.279	68.00	0	0
	23	34602.4	2.883	6.187	71.00	0	0
	24	34992.0	3.137	6.587	67.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_35	1	38172.7	2.387	10.335	68.00	0	0
	2	40020.0	1.915	6.795	63.00	0	0
	3	40144.1	1.965	4.967	67.00	0	0
	4	40843.0	1.911	5.007	61.00	0	0
	5	40238.2	2.147	5.403	64.00	0	0
	6	39567.1	2.030	4.475	68.00	0	0
	7	41347.9	1.924	4.631	63.00	0	0
	8	40475.6	1.964	5.143	67.00	0	0
	9	38604.8	1.970	5.019	59.00	0	0
	10	40419.6	1.965	4.943	62.00	0	0
	11	41150.1	2.319	5.203	58.00	0	0
	12	37248.8	2.209	4.807	69.00	0	0
	13	40067.7	2.091	4.635	66.00	0	0
	14	38476.7	2.113	4.611	69.00	0	0
	15	39559.7	2.139	4.691	65.00	0	0
	16	39578.1	2.030	4.351	66.00	0	0
	17	37941.3	2.229	4.779	69.00	0	0
	18	39013.7	2.069	4.691	62.00	0	0
	19	39622.8	2.087	4.667	64.00	0	0
	20	39005.0	2.004	4.783	61.00	0	0
	21	39344.5	2.157	4.715	61.00	0	0
	22	40331.9	1.975	4.863	73.00	0	0
	23	38353.1	1.927	5.363	68.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_37	1	37117.8	2.517	9.383	73.00	0	0
	2	37024.0	2.303	5.883	67.00	0	0
	3	36619.3	2.311	4.571	73.00	0	0
	4	36912.6	2.739	5.007	69.00	0	0
	5	37602.8	2.153	5.187	71.00	0	0
	6	38813.8	2.403	4.767	63.00	0	0
	7	38771.3	2.513	5.031	65.00	0	0
	8	37734.4	2.233	5.255	74.00	0	0
	9	36641.1	2.613	4.907	66.00	0	0
	10	37762.9	2.287	4.763	63.00	0	0
	11	38978.4	2.191	4.671	68.00	0	0
	12	38980.3	2.207	4.539	66.00	0	0
	13	39116.4	2.269	4.447	64.00	0	0
	14	36672.4	2.247	4.679	67.00	0	0
	15	37534.0	2.119	4.463	64.00	0	0
	16	39047.6	2.099	4.227	69.00	0	0
	17	37859.1	2.155	4.507	67.00	0	0
	18	36797.5	2.223	4.199	67.00	0	0
	19	36632.4	2.455	4.647	70.00	0	0
	20	35319.5	2.305	4.835	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_39	1	33462.7	2.121	9.647	78.00	0	0
	2	33968.3	1.862	5.571	76.00	0	0
	3	34466.7	1.865	4.583	75.00	0	0
	4	34349.2	1.866	4.455	73.00	0	0
	5	33886.2	1.819	4.603	70.00	0	0
	6	33127.1	1.829	4.371	68.00	0	0
	7	33173.0	1.839	4.359	69.00	0	0
	8	33185.7	2.016	4.519	72.00	0	0
	9	33054.0	1.919	4.339	70.00	0	0
	10	34562.0	1.883	4.323	73.00	0	0
	11	33843.8	1.921	4.479	69.00	0	0
	12	34456.3	2.016	4.335	74.00	0	0
	13	33657.0	2.115	4.451	78.00	0	0
	14	35187.4	1.813	4.599	77.00	0	0
	15	34486.0	1.757	4.167	81.00	0	0
	16	33622.2	1.846	4.195	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_41	1	32595.1	3.105	10.143	74.00	0	0
	2	34082.9	3.005	8.623	70.00	0	0
	3	34608.7	2.711	6.843	76.00	0	0
	4	35445.6	2.615	6.515	68.00	0	0
	5	35746.8	2.305	5.659	70.00	0	0
	6	35280.5	2.383	5.723	76.00	0	0
	7	37061.4	2.219	5.759	77.00	0	0
	8	36036.4	2.433	5.955	69.00	0	0
	9	36133.0	2.765	7.383	76.00	0	0
	10	36912.6	2.703	6.331	75.00	0	0
	11	36345.8	2.621	6.707	72.00	0	0
	12	35606.5	2.871	6.675	71.00	0	0
	13	36409.3	2.507	6.603	72.00	0	0
	14	36050.3	2.399	6.231	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_43	1	33328.9	2.155	9.423	81.00	0	0
	2	35657.6	2.039	5.679	79.00	0	0
	3	36334.2	2.040	4.639	81.00	0	0
	4	35781.4	1.925	4.659	77.00	0	0
	5	36185.3	1.940	4.783	78.00	0	0
	6	35177.8	1.984	4.535	75.00	0	0
	7	34842.3	1.961	4.483	76.00	0	0
	8	34860.8	2.021	4.923	77.00	0	0
	9	34964.1	1.963	4.619	72.00	0	0
	10	37475.3	2.367	4.855	72.00	0	0
	11	37635.7	2.361	5.067	68.00	0	0
	12	36833.1	2.201	4.659	68.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_45	1	35187.4	2.279	9.575	70.00	0	0
	2	37012.7	1.999	6.123	69.00	0	0
	3	36968.9	2.046	4.903	65.00	0	0
	4	37223.5	2.113	5.179	65.00	0	0
	5	35881.2	2.099	5.419	68.00	0	0
	6	37951.7	2.008	4.739	70.00	0	0
	7	37069.0	2.123	5.211	66.00	0	0
	8	37411.5	1.972	4.599	66.00	0	0
	9	36980.9	2.006	4.547	70.00	0	0
	10	37873.0	1.872	4.419	67.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_47	1	33732.8	2.171	9.567	71.00	0	0
	2	36635.7	2.010	5.843	67.00	0	0
	3	34723.1	2.071	4.639	69.00	0	0
	4	33055.1	2.363	5.155	70.00	0	0
	5	35120.7	2.023	4.631	68.00	0	0
	6	36556.1	2.000	4.911	73.00	0	0
	7	36477.7	2.007	5.103	68.00	0	0
	8	36101.4	2.075	4.987	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_49	1	36194.8	2.063	10.079	72.00	0	0
	2	36826.3	2.151	6.663	69.00	0	0
	3	37419.5	2.101	6.023	68.00	0	0
	4	38161.7	1.948	5.471	78.00	0	0
	5	36805.6	2.028	5.631	70.00	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_51	1	33277.0	3.127	10.207	74.00	0	0
ai_51	2	32570.9	2.835	7.039	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_53	1	34423.4	2.199	8.887	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	99	3	36.00	0	0
	2	139	5	29.00	0	0
	3	140	5	28.00	0	0
	4	120	4	28.00	0	0
	5	83	2	36.00	0	0
	6	141	5	32.00	0	0
	7	100	3	36.00	0	0
	8	144	5	29.00	0	0
	9	106	3	29.00	0	0
	10	73	2	28.00	0	0
	11	138	5	30.00	0	0
	12	73	2	30.00	0	0
	13	88	2	29.00	0	0
	14	119	4	28.00	0	0
	15	73	2	29.00	0	0
	16	135	4	29.00	0	0
	17	147	5	29.00	0	0
	18	151	5	36.00	0	0
	19	129	4	36.00	0	0
	20	142	5	28.00	0	0
	21	106	3	30.00	0	0
	22	74	2	28.00	0	0
	23	117	4	31.00	0	0
	24	131	4	28.00	0	0
	25	96	3	28.00	0	0
	26	115	4	32.00	0	0
	27	139	5	27.00	0	0
	28	131	4	35.00	0	0
	29	73	2	33.00	0	0
	30	89	2	31.00	0	0
	31	73	2	30.00	0	0
	32	144	5	31.00	0	0
	33	102	3	29.00	0	0
	34	143	5	29.00	0	0
	35	77	2	31.00	0	0
	36	52	1	30.00	0	0
	37	123	4	29.00	0	0
	38	124	4	29.00	0	0
	39	146	5	31.00	0	0
	40	141	5	29.00	0	0
	41	122	4	28.00	0	0
	42	171	5	33.00	0	0
	43	100	3	28.00	0	0
	44	84	2	29.00	0	0
	45	98	3	29.00	0	0
	46	95	3	29.00	0	0
	47	149	5	29.00	0	0
	48	147	5	30.00	0	0
	49	76	2	28.00	0	0
	50	148	5	29.00	0	0
	51	130	4	32.00	0	0
	52	75	2	36.00	0	0
	53	118	4	31.00	0	0
	54	78	2	30.00	0	0
	55	103	3	29.00	0	0
	56	75	2	29.00	0	0
	57	78	2	30.00	0	0
	58	147	5	30.00	0	0
	59	101	3	30.00	0	0
	60	76	2	30.00	0	0
	61	112	3	31.00	0	0
	62	109	3	31.00	0	0
	63	104	3	31.00	0	0
	64	164	5	30.00	0	0
65	83	2	31.00	0	0
66	163	5	39.00	0	0
67	81	2	28.00	0	0
68	79	2	38.00	0	0
69	165	5	32.00	0	0
70	154	5	31.00	0	0
71	157	5	33.00	0	0
72	150	5	31.00	0	0
73	82	2	30.00	0	0
74	78	2	34.00	0	0
75	111	3	35.00	0	0
76	85	2	30.00	0	0
77	83	2	31.00	0	0
78	91	2	32.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_3	1	98	3	32.00	0	0
	2	120	4	28.00	0	0
	3	142	5	27.00	0	0
	4	154	5	31.00	0	0
	5	94	3	29.00	0	0
	6	97	3	28.00	0	0
	7	139	5	30.00	0	0
	8	99	3	29.00	0	0
	9	147	5	36.00	0	0
	10	73	2	31.00	0	0
	11	148	5	29.00	0	0
	12	80	2	31.00	0	0
	13	150	5	29.00	0	0
	14	73	2	27.00	0	0
	15	118	4	29.00	0	0
	16	140	5	31.00	0	0
	17	141	5	31.00	0	0
	18	78	2	32.00	0	0
	19	119	4	29.00	0	0
	20	75	2	28.00	0	0
	21	101	3	28.00	0	0
	22	95	3	29.00	0	0
	23	75	2	28.00	0	0
	24	142	5	28.00	0	0
	25	102	3	29.00	0	0
	26	142	5	29.00	0	0
	27	95	3	29.00	0	0
	28	140	5	29.00	0	0
	29	73	2	29.00	0	0
	30	97	3	31.00	0	0
	31	116	3	30.00	0	0
	32	75	2	29.00	0	0
	33	83	2	28.00	0	0
	34	143	5	31.00	0	0
	35	100	3	29.00	0	0
	36	126	4	38.00	0	0
	37	149	5	29.00	0	0
	38	76	2	28.00	0	0
	39	103	3	30.00	0	0
	40	76	2	29.00	0	0
	41	144	5	30.00	0	0
	42	93	2	29.00	0	0
	43	78	2	29.00	0	0
	44	147	5	33.00	0	0
	45	162	5	30.00	0	0
	46	100	3	31.00	0	0
	47	97	3	29.00	0	0
	48	146	5	31.00	0	0
	49	98	3	29.00	0	0
	50	77	2	30.00	0	0
	51	140	5	31.00	0	0
	52	104	3	31.00	0	0
	53	147	5	29.00	0	0
	54	122	4	32.00	0	0
	55	90	2	32.00	0	0
	56	147	5	37.00	0	0
	57	141	5	29.00	0	0
	58	153	5	28.00	0	0
	59	114	3	31.00	0	0
	60	147	5	29.00	0	0
	61	149	5	33.00	0	0
	62	125	4	31.00	0	0
	63	113	3	31.00	0	0
	64	133	4	30.00	0	0
65	109	3	32.00	0	0
66	81	2	30.00	0	0
67	124	4	32.00	0	0
68	102	3	30.00	0	0
69	158	5	37.00	0	0
70	126	4	30.00	0	0
71	77	2	30.00	0	0
72	124	4	33.00	0	0
73	150	5	30.00	0	0
74	105	3	33.00	0	0
75	77	2	29.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_6	1	142	5	36.00	0	0
	2	119	4	29.00	0	0
	3	142	5	31.00	0	0
	4	121	4	30.00	0	0
	5	97	3	32.00	0	0
	6	141	5	31.00	0	0
	7	118	4	28.00	0	0
	8	142	5	34.00	0	0
	9	84	2	29.00	0	0
	10	79	2	31.00	0	0
	11	94	3	29.00	0	0
	12	72	2	28.00	0	0
	13	141	5	28.00	0	0
	14	117	4	29.00	0	0
	15	121	4	28.00	0	0
	16	121	4	29.00	0	0
	17	152	5	36.00	0	0
	18	51	1	31.00	0	0
	19	101	3	29.00	0	0
	20	78	2	31.00	0	0
	21	141	5	35.00	0	0
	22	88	2	29.00	0	0
	23	101	3	29.00	0	0
	24	75	2	31.00	0	0
	25	72	2	29.00	0	0
	26	140	5	31.00	0	0
	27	74	2	29.00	0	0
	28	142	5	30.00	0	0
	29	120	4	32.00	0	0
	30	131	4	35.00	0	0
	31	74	2	28.00	0	0
	32	143	5	29.00	0	0
	33	145	5	29.00	0	0
	34	144	5	29.00	0	0
	35	128	4	30.00	0	0
	36	128	4	28.00	0	0
	37	89	2	30.00	0	0
	38	75	2	31.00	0	0
	39	96	3	30.00	0	0
	40	144	5	33.00	0	0
	41	131	4	37.00	0	0
	42	125	4	32.00	0	0
	43	101	3	29.00	0	0
	44	142	5	30.00	0	0
	45	130	4	34.00	0	0
	46	120	4	29.00	0	0
	47	141	5	29.00	0	0
	48	144	4	32.00	0	0
	49	76	2	29.00	0	0
	50	74	2	31.00	0	0
	51	101	3	32.00	0	0
	52	74	2	36.00	0	0
	53	143	5	31.00	0	0
	54	75	2	31.00	0	0
	55	101	3	30.00	0	0
	56	101	3	30.00	0	0
	57	75	2	30.00	0	0
	58	97	3	31.00	0	0
	59	90	2	31.00	0	0
	60	76	2	31.00	0	0
	61	110	3	33.00	0	0
	62	103	3	30.00	0	0
	63	80	2	34.00	0	0
	64	154	5	34.00	0	0
65	107	3	33.00	0	0
66	80	2	32.00	0	0
67	146	5	30.00	0	0
68	76	2	31.00	0	0
69	127	4	30.00	0	0
70	146	4	35.00	0	0
71	103	3	33.00	0	0
72	87	2	33.00	0	0
73	152	5	32.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_8	1	123	4	33.00	0	0
	2	141	5	29.00	0	0
	3	139	5	29.00	0	0
	4	118	4	30.00	0	0
	5	96	3	28.00	0	0
	6	100	3	31.00	0	0
	7	95	3	28.00	0	0
	8	81	2	29.00	0	0
	9	153	5	28.00	0	0
	10	127	4	30.00	0	0
	11	142	5	28.00	0	0
	12	117	4	28.00	0	0
	13	101	3	31.00	0	0
	14	77	2	28.00	0	0
	15	74	2	28.00	0	0
	16	148	5	36.00	0	0
	17	158	5	30.00	0	0
	18	95	3	29.00	0	0
	19	75	2	29.00	0	0
	20	100	3	31.00	0	0
	21	140	5	28.00	0	0
	22	119	4	31.00	0	0
	23	118	4	32.00	0	0
	24	121	4	33.00	0	0
	25	72	2	29.00	0	0
	26	114	3	29.00	0	0
	27	140	5	28.00	0	0
	28	140	5	28.00	0	0
	29	75	2	30.00	0	0
	30	74	2	29.00	0	0
	31	160	5	31.00	0	0
	32	57	1	29.00	0	0
	33	99	3	29.00	0	0
	34	121	4	28.00	0	0
	35	78	2	29.00	0	0
	36	139	5	30.00	0	0
	37	144	5	29.00	0	0
	38	96	3	32.00	0	0
	39	119	4	31.00	0	0
	40	74	2	32.00	0	0
	41	121	4	32.00	0	0
	42	124	4	29.00	0	0
	43	140	5	31.00	0	0
	44	142	5	29.00	0	0
	45	131	4	29.00	0	0
	46	152	5	31.00	0	0
	47	120	4	28.00	0	0
	48	104	3	30.00	0	0
	49	96	3	31.00	0	0
	50	81	2	35.00	0	0
	51	97	3	28.00	0	0
	52	72	2	35.00	0	0
	53	77	2	31.00	0	0
	54	123	4	28.00	0	0
	55	53	1	33.00	0	0
	56	100	3	29.00	0	0
	57	156	5	37.00	0	0
	58	101	3	37.00	0	0
	59	148	5	32.00	0	0
	60	148	5	37.00	0	0
	61	134	4	31.00	0	0
	62	115	3	33.00	0	0
	63	77	2	29.00	0	0
	64	83	2	30.00	0	0
65	143	4	30.00	0	0
66	124	4	30.00	0	0
67	130	4	33.00	0	0
68	78	2	33.00	0	0
69	80	2	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	109	3	33.00	0	0
	2	79	2	31.00	0	0
	3	74	2	29.00	0	0
	4	87	2	34.00	0	0
	5	74	2	31.00	0	0
	6	101	3	31.00	0	0
	7	98	3	29.00	0	0
	8	95	3	29.00	0	0
	9	139	5	28.00	0	0
	10	75	2	29.00	0	0
	11	51	1	31.00	0	0
	12	118	4	28.00	0	0
	13	75	2	30.00	0	0
	14	137	4	29.00	0	0
	15	127	4	29.00	0	0
	16	161	5	30.00	0	0
	17	74	2	29.00	0	0
	18	144	5	32.00	0	0
	19	146	5	33.00	0	0
	20	76	2	28.00	0	0
	21	97	3	29.00	0	0
	22	158	5	31.00	0	0
	23	139	5	32.00	0	0
	24	101	3	29.00	0	0
	25	138	5	28.00	0	0
	26	54	1	31.00	0	0
	27	97	3	28.00	0	0
	28	106	3	29.00	0	0
	29	120	4	29.00	0	0
	30	73	2	28.00	0	0
	31	141	5	30.00	0	0
	32	139	5	28.00	0	0
	33	96	3	29.00	0	0
	34	139	5	29.00	0	0
	35	129	4	32.00	0	0
	36	151	5	33.00	0	0
	37	140	5	28.00	0	0
	38	140	5	33.00	0	0
	39	96	3	32.00	0	0
	40	73	2	29.00	0	0
	41	96	3	36.00	0	0
	42	102	3	29.00	0	0
	43	75	2	28.00	0	0
	44	73	2	29.00	0	0
	45	158	5	29.00	0	0
	46	98	3	32.00	0	0
	47	100	3	29.00	0	0
	48	142	5	29.00	0	0
	49	143	5	30.00	0	0
	50	119	4	32.00	0	0
	51	120	4	29.00	0	0
	52	119	4	29.00	0	0
	53	120	4	29.00	0	0
	54	169	5	31.00	0	0
	55	74	2	31.00	0	0
	56	99	3	28.00	0	0
	57	76	2	30.00	0	0
	58	75	2	28.00	0	0
	59	76	2	29.00	0	0
	60	95	3	28.00	0	0
	61	80	2	31.00	0	0
	62	149	5	36.00	0	0
	63	92	2	32.00	0	0
	64	104	3	32.00	0	0
65	148	5	29.00	0	0
66	124	4	31.00	0	0
67	76	2	30.00	0	0
68	146	5	29.00	0	0
69	77	2	31.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_11	1	158	5	32.00	0	0
	2	106	3	35.00	0	0
	3	137	5	28.00	0	0
	4	111	3	35.00	0	0
	5	138	5	28.00	0	0
	6	143	5	29.00	0	0
	7	96	3	29.00	0	0
	8	75	2	36.00	0	0
	9	111	3	30.00	0	0
	10	97	3	30.00	0	0
	11	119	4	30.00	0	0
	12	75	2	28.00	0	0
	13	101	3	31.00	0	0
	14	138	5	28.00	0	0
	15	157	5	37.00	0	0
	16	100	3	31.00	0	0
	17	121	4	31.00	0	0
	18	79	2	28.00	0	0
	19	120	4	29.00	0	0
	20	77	2	28.00	0	0
	21	77	2	34.00	0	0
	22	97	3	28.00	0	0
	23	119	4	31.00	0	0
	24	143	5	28.00	0	0
	25	121	4	29.00	0	0
	26	147	5	28.00	0	0
	27	121	4	31.00	0	0
	28	139	5	29.00	0	0
	29	139	5	29.00	0	0
	30	101	3	32.00	0	0
	31	74	2	32.00	0	0
	32	152	5	35.00	0	0
	33	157	5	30.00	0	0
	34	98	3	29.00	0	0
	35	96	3	29.00	0	0
	36	85	2	32.00	0	0
	37	75	2	29.00	0	0
	38	107	3	32.00	0	0
	39	134	4	31.00	0	0
	40	124	4	33.00	0	0
	41	100	3	31.00	0	0
	42	103	3	32.00	0	0
	43	77	2	28.00	0	0
	44	52	1	28.00	0	0
	45	121	4	30.00	0	0
	46	87	2	30.00	0	0
	47	149	5	31.00	0	0
	48	123	4	32.00	0	0
	49	100	3	29.00	0	0
	50	76	2	32.00	0	0
	51	123	4	30.00	0	0
	52	74	2	29.00	0	0
	53	144	5	32.00	0	0
	54	76	2	30.00	0	0
	55	101	3	32.00	0	0
	56	75	2	29.00	0	0
	57	75	2	33.00	0	0
	58	78	2	28.00	0	0
	59	104	3	29.00	0	0
	60	79	2	30.00	0	0
	61	126	4	31.00	0	0
	62	85	2	33.00	0	0
	63	78	2	30.00	0	0
	64	85	2	33.00	0	0
65	117	3	30.00	0	0
66	78	2	37.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_13	1	118	4	31.00	0	0
	2	141	5	28.00	0	0
	3	94	3	29.00	0	0
	4	140	5	28.00	0	0
	5	102	3	36.00	0	0
	6	51	1	31.00	0	0
	7	162	5	29.00	0	0
	8	76	2	31.00	0	0
	9	74	2	34.00	0	0
	10	161	5	32.00	0	0
	11	145	5	31.00	0	0
	12	141	5	29.00	0	0
	13	74	2	31.00	0	0
	14	118	4	32.00	0	0
	15	99	3	30.00	0	0
	16	140	5	29.00	0	0
	17	119	4	29.00	0	0
	18	98	3	28.00	0	0
	19	138	5	29.00	0	0
	20	118	4	28.00	0	0
	21	109	3	28.00	0	0
	22	75	2	29.00	0	0
	23	143	5	35.00	0	0
	24	144	5	31.00	0	0
	25	115	4	29.00	0	0
	26	77	2	29.00	0	0
	27	76	2	31.00	0	0
	28	97	3	31.00	0	0
	29	94	3	28.00	0	0
	30	139	5	31.00	0	0
	31	99	3	31.00	0	0
	32	100	3	31.00	0	0
	33	156	5	33.00	0	0
	34	101	3	30.00	0	0
	35	78	2	28.00	0	0
	36	165	5	33.00	0	0
	37	101	3	29.00	0	0
	38	99	3	29.00	0	0
	39	82	2	33.00	0	0
	40	122	4	29.00	0	0
	41	99	3	29.00	0	0
	42	122	4	29.00	0	0
	43	120	4	31.00	0	0
	44	100	3	30.00	0	0
	45	75	2	31.00	0	0
	46	97	3	31.00	0	0
	47	143	5	37.00	0	0
	48	77	2	29.00	0	0
	49	74	2	29.00	0	0
	50	107	3	36.00	0	0
	51	75	2	33.00	0	0
	52	143	5	29.00	0	0
	53	75	2	32.00	0	0
	54	144	5	31.00	0	0
	55	152	5	28.00	0	0
	56	96	3	28.00	0	0
	57	76	2	28.00	0	0
	58	102	3	28.00	0	0
	59	144	5	33.00	0	0
	60	76	2	30.00	0	0
	61	129	4	32.00	0	0
	62	107	3	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_15	1	110	3	33.00	0	0
	2	72	2	28.00	0	0
	3	95	3	31.00	0	0
	4	121	4	31.00	0	0
	5	122	4	28.00	0	0
	6	138	5	27.00	0	0
	7	157	5	29.00	0	0
	8	72	2	29.00	0	0
	9	141	5	29.00	0	0
	10	139	5	31.00	0	0
	11	93	3	29.00	0	0
	12	138	5	29.00	0	0
	13	118	4	31.00	0	0
	14	145	5	28.00	0	0
	15	153	5	28.00	0	0
	16	141	5	29.00	0	0
	17	98	3	29.00	0	0
	18	140	5	28.00	0	0
	19	73	2	35.00	0	0
	20	141	5	27.00	0	0
	21	146	5	31.00	0	0
	22	106	3	35.00	0	0
	23	97	3	29.00	0	0
	24	76	2	32.00	0	0
	25	79	2	29.00	0	0
	26	96	3	31.00	0	0
	27	75	2	31.00	0	0
	28	126	4	36.00	0	0
	29	145	5	29.00	0	0
	30	98	3	29.00	0	0
	31	95	3	31.00	0	0
	32	142	5	28.00	0	0
	33	146	5	30.00	0	0
	34	97	3	32.00	0	0
	35	97	3	31.00	0	0
	36	147	5	28.00	0	0
	37	151	5	29.00	0	0
	38	123	4	29.00	0	0
	39	76	2	30.00	0	0
	40	96	3	28.00	0	0
	41	152	5	32.00	0	0
	42	79	2	30.00	0	0
	43	153	5	31.00	0	0
	44	98	3	29.00	0	0
	45	154	5	32.00	0	0
	46	76	2	32.00	0	0
	47	96	3	33.00	0	0
	48	98	3	33.00	0	0
	49	143	5	32.00	0	0
	50	101	3	30.00	0	0
	51	76	2	32.00	0	0
	52	156	5	33.00	0	0
	53	97	3	29.00	0	0
	54	101	3	29.00	0	0
	55	82	2	31.00	0	0
	56	82	2	29.00	0	0
	57	143	5	36.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_17	1	101	3	33.00	0	0
	2	100	3	31.00	0	0
	3	119	4	28.00	0	0
	4	116	4	29.00	0	0
	5	119	4	28.00	0	0
	6	152	5	29.00	0	0
	7	122	4	35.00	0	0
	8	141	5	31.00	0	0
	9	100	3	29.00	0	0
	10	83	2	33.00	0	0
	11	96	3	29.00	0	0
	12	119	4	29.00	0	0
	13	141	5	32.00	0	0
	14	55	1	29.00	0	0
	15	75	2	29.00	0	0
	16	77	2	32.00	0	0
	17	169	5	31.00	0	0
	18	82	2	29.00	0	0
	19	119	4	29.00	0	0
	20	100	3	30.00	0	0
	21	80	2	28.00	0	0
	22	123	4	29.00	0	0
	23	81	2	32.00	0	0
	24	99	3	32.00	0	0
	25	73	2	28.00	0	0
	26	75	2	28.00	0	0
	27	118	4	31.00	0	0
	28	98	3	29.00	0	0
	29	144	5	28.00	0	0
	30	122	4	29.00	0	0
	31	149	5	30.00	0	0
	32	99	3	30.00	0	0
	33	74	2	30.00	0	0
	34	151	5	36.00	0	0
	35	76	2	32.00	0	0
	36	115	3	37.00	0	0
	37	101	3	30.00	0	0
	38	154	5	31.00	0	0
	39	80	2	30.00	0	0
	40	147	5	33.00	0	0
	41	148	5	30.00	0	0
	42	145	5	31.00	0	0
	43	102	3	30.00	0	0
	44	121	3	31.00	0	0
	45	145	4	31.00	0	0
	46	124	4	31.00	0	0
	47	84	2	29.00	0	0
	48	167	5	30.00	0	0
	49	160	5	37.00	0	0
	50	133	4	32.00	0	0
	51	147	5	30.00	0	0
	52	147	5	33.00	0	0
	53	79	2	32.00	0	0
	54	151	5	38.00	0	0
	55	111	3	37.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_19	1	141	5	33.00	0	0
	2	153	5	32.00	0	0
	3	80	2	37.00	0	0
	4	144	5	29.00	0	0
	5	165	5	28.00	0	0
	6	151	5	29.00	0	0
	7	124	4	29.00	0	0
	8	99	3	29.00	0	0
	9	145	5	30.00	0	0
	10	81	2	30.00	0	0
	11	142	5	29.00	0	0
	12	142	5	29.00	0	0
	13	73	2	30.00	0	0
	14	95	3	33.00	0	0
	15	163	5	37.00	0	0
	16	149	5	30.00	0	0
	17	81	2	31.00	0	0
	18	105	3	32.00	0	0
	19	142	5	28.00	0	0
	20	116	3	31.00	0	0
	21	86	2	37.00	0	0
	22	113	3	28.00	0	0
	23	98	3	29.00	0	0
	24	118	4	32.00	0	0
	25	94	3	37.00	0	0
	26	96	3	29.00	0	0
	27	140	5	31.00	0	0
	28	161	5	33.00	0	0
	29	148	5	29.00	0	0
	30	124	4	29.00	0	0
	31	133	4	33.00	0	0
	32	80	2	29.00	0	0
	33	100	3	30.00	0	0
	34	149	5	30.00	0	0
	35	148	5	29.00	0	0
	36	100	3	30.00	0	0
	37	151	5	37.00	0	0
	38	102	3	29.00	0	0
	39	151	5	31.00	0	0
	40	79	2	29.00	0	0
	41	151	5	36.00	0	0
	42	151	5	27.00	0	0
	43	121	4	30.00	0	0
	44	167	5	31.00	0	0
	45	156	5	37.00	0	0
	46	134	4	29.00	0	0
	47	116	3	39.00	0	0
	48	136	4	32.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_21	1	79	2	32.00	0	0
	2	96	3	29.00	0	0
	3	78	2	32.00	0	0
	4	58	1	32.00	0	0
	5	101	3	32.00	0	0
	6	98	3	30.00	0	0
	7	150	5	31.00	0	0
	8	123	4	30.00	0	0
	9	157	5	32.00	0	0
	10	75	2	31.00	0	0
	11	157	5	31.00	0	0
	12	151	5	28.00	0	0
	13	142	5	31.00	0	0
	14	94	3	32.00	0	0
	15	114	3	29.00	0	0
	16	53	1	31.00	0	0
	17	81	2	30.00	0	0
	18	100	3	30.00	0	0
	19	104	3	30.00	0	0
	20	128	4	33.00	0	0
	21	145	5	30.00	0	0
	22	74	2	29.00	0	0
	23	97	3	33.00	0	0
	24	102	3	35.00	0	0
	25	101	3	29.00	0	0
	26	76	2	30.00	0	0
	27	170	5	29.00	0	0
	28	151	5	30.00	0	0
	29	100	3	36.00	0	0
	30	146	5	30.00	0	0
	31	143	5	28.00	0	0
	32	156	5	33.00	0	0
	33	58	1	30.00	0	0
	34	81	2	34.00	0	0
	35	83	2	31.00	0	0
	36	160	5	38.00	0	0
	37	82	2	30.00	0	0
	38	79	2	37.00	0	0
	39	124	4	32.00	0	0
	40	149	5	31.00	0	0
	41	81	2	30.00	0	0
	42	126	3	33.00	0	0
	43	81	2	34.00	0	0
	44	159	5	32.00	0	0
	45	86	2	31.00	0	0
	46	84	2	31.00	0	0
	47	155	5	32.00	0	0
	48	131	4	30.00	0	0
	49	78	2	32.00	0	0
	50	84	2	31.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_23	1	80	2	31.00	0	0
	2	74	2	28.00	0	0
	3	141	5	32.00	0	0
	4	144	5	29.00	0	0
	5	79	2	33.00	0	0
	6	144	5	28.00	0	0
	7	77	2	30.00	0	0
	8	102	3	29.00	0	0
	9	144	5	28.00	0	0
	10	104	3	29.00	0	0
	11	110	3	29.00	0	0
	12	73	2	37.00	0	0
	13	129	4	29.00	0	0
	14	112	3	29.00	0	0
	15	120	4	29.00	0	0
	16	78	2	36.00	0	0
	17	126	4	31.00	0	0
	18	78	2	32.00	0	0
	19	147	5	29.00	0	0
	20	75	2	30.00	0	0
	21	75	2	29.00	0	0
	22	165	5	34.00	0	0
	23	98	3	32.00	0	0
	24	74	2	29.00	0	0
	25	75	2	29.00	0	0
	26	121	4	29.00	0	0
	27	123	4	30.00	0	0
	28	143	5	32.00	0	0
	29	97	3	29.00	0	0
	30	132	4	34.00	0	0
	31	124	4	29.00	0	0
	32	76	2	29.00	0	0
	33	111	3	31.00	0	0
	34	76	2	30.00	0	0
	35	109	3	32.00	0	0
	36	105	3	37.00	0	0
	37	78	2	32.00	0	0
	38	128	4	33.00	0	0
	39	101	3	29.00	0	0
	40	98	3	33.00	0	0
	41	101	3	32.00	0	0
	42	123	4	29.00	0	0
	43	104	3	38.00	0	0
	44	153	5	30.00	0	0
	45	98	3	30.00	0	0
	46	164	5	30.00	0	0
	47	85	2	30.00	0	0
	48	100	3	33.00	0	0
	49	79	2	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_24	1	123	4	33.00	0	0
	2	75	2	33.00	0	0
	3	118	4	28.00	0	0
	4	129	4	35.00	0	0
	5	99	3	28.00	0	0
	6	147	5	29.00	0	0
	7	75	2	36.00	0	0
	8	142	5	29.00	0	0
	9	75	2	28.00	0	0
	10	74	2	29.00	0	0
	11	123	4	29.00	0	0
	12	91	2	33.00	0	0
	13	124	4	29.00	0	0
	14	126	4	31.00	0	0
	15	78	2	28.00	0	0
	16	76	2	29.00	0	0
	17	100	3	30.00	0	0
	18	148	5	30.00	0	0
	19	123	4	29.00	0	0
	20	98	3	29.00	0	0
	21	75	2	30.00	0	0
	22	96	3	29.00	0	0
	23	148	5	37.00	0	0
	24	145	5	32.00	0	0
	25	97	3	33.00	0	0
	26	144	5	29.00	0	0
	27	104	3	31.00	0	0
	28	74	2	29.00	0	0
	29	143	5	32.00	0	0
	30	79	2	29.00	0	0
	31	144	5	27.00	0	0
	32	140	5	29.00	0	0
	33	76	2	30.00	0	0
	34	123	4	38.00	0	0
	35	126	4	37.00	0	0
	36	124	4	32.00	0	0
	37	160	5	32.00	0	0
	38	149	5	30.00	0	0
	39	86	2	30.00	0	0
	40	151	5	33.00	0	0
	41	158	5	30.00	0	0
	42	149	5	33.00	0	0
	43	147	5	33.00	0	0
	44	111	3	37.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_26	1	108	3	31.00	0	0
	2	117	4	29.00	0	0
	3	131	4	35.00	0	0
	4	149	5	29.00	0	0
	5	73	2	29.00	0	0
	6	98	3	33.00	0	0
	7	80	2	31.00	0	0
	8	76	2	32.00	0	0
	9	143	5	30.00	0	0
	10	100	3	29.00	0	0
	11	146	5	29.00	0	0
	12	151	5	28.00	0	0
	13	120	4	29.00	0	0
	14	144	4	33.00	0	0
	15	121	4	32.00	0	0
	16	139	5	29.00	0	0
	17	76	2	28.00	0	0
	18	76	2	29.00	0	0
	19	97	3	29.00	0	0
	20	118	4	32.00	0	0
	21	144	5	31.00	0	0
	22	73	2	28.00	0	0
	23	90	2	30.00	0	0
	24	145	5	36.00	0	0
	25	72	2	32.00	0	0
	26	73	2	30.00	0	0
	27	141	5	29.00	0	0
	28	75	2	28.00	0	0
	29	154	5	29.00	0	0
	30	73	2	32.00	0	0
	31	75	2	29.00	0	0
	32	154	5	31.00	0	0
	33	131	4	30.00	0	0
	34	79	2	31.00	0	0
	35	144	5	29.00	0	0
	36	159	5	31.00	0	0
	37	99	3	33.00	0	0
	38	123	4	31.00	0	0
	39	170	5	35.00	0	0
	40	105	3	28.00	0	0
	41	77	2	30.00	0	0
	42	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_28	1	142	5	36.00	0	0
	2	99	3	28.00	0	0
	3	76	2	32.00	0	0
	4	73	2	31.00	0	0
	5	73	2	31.00	0	0
	6	119	4	35.00	0	0
	7	98	3	29.00	0	0
	8	144	5	31.00	0	0
	9	148	5	29.00	0	0
	10	143	5	28.00	0	0
	11	106	3	29.00	0	0
	12	145	5	29.00	0	0
	13	97	3	28.00	0	0
	14	162	5	31.00	0	0
	15	75	2	32.00	0	0
	16	74	2	33.00	0	0
	17	96	3	33.00	0	0
	18	98	3	28.00	0	0
	19	172	5	31.00	0	0
	20	120	4	29.00	0	0
	21	75	2	30.00	0	0
	22	77	2	36.00	0	0
	23	98	3	33.00	0	0
	24	121	4	31.00	0	0
	25	79	2	29.00	0	0
	26	75	2	30.00	0	0
	27	106	3	33.00	0	0
	28	122	4	29.00	0	0
	29	143	5	36.00	0	0
	30	145	5	29.00	0	0
	31	77	2	32.00	0	0
	32	124	4	29.00	0	0
	33	75	2	30.00	0	0
	34	151	5	30.00	0	0
	35	108	3	33.00	0	0
	36	85	2	37.00	0	0
	37	155	5	30.00	0	0
	38	130	4	38.00	0	0
	39	151	5	30.00	0	0
	40	109	3	31.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_30	1	76	2	32.00	0	0
	2	80	2	28.00	0	0
	3	77	2	29.00	0	0
	4	142	5	30.00	0	0
	5	148	5	28.00	0	0
	6	78	2	27.00	0	0
	7	124	4	30.00	0	0
	8	98	3	28.00	0	0
	9	77	2	29.00	0	0
	10	122	4	31.00	0	0
	11	142	5	29.00	0	0
	12	144	5	29.00	0	0
	13	75	2	28.00	0	0
	14	99	3	28.00	0	0
	15	144	5	30.00	0	0
	16	134	4	31.00	0	0
	17	98	3	29.00	0	0
	18	95	3	31.00	0	0
	19	152	5	36.00	0	0
	20	154	5	32.00	0	0
	21	119	4	30.00	0	0
	22	82	2	33.00	0	0
	23	125	4	32.00	0	0
	24	158	5	31.00	0	0
	25	153	5	30.00	0	0
	26	157	5	31.00	0	0
	27	119	4	29.00	0	0
	28	78	2	31.00	0	0
	29	123	4	29.00	0	0
	30	77	2	30.00	0	0
	31	147	5	30.00	0	0
	32	120	4	32.00	0	0
	33	124	4	32.00	0	0
	34	154	5	30.00	0	0
	35	81	2	34.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_32	1	123	4	33.00	0	0
	2	132	4	29.00	0	0
	3	87	2	31.00	0	0
	4	74	2	29.00	0	0
	5	75	2	29.00	0	0
	6	98	3	28.00	0	0
	7	101	3	28.00	0	0
	8	144	5	29.00	0	0
	9	98	3	29.00	0	0
	10	98	3	32.00	0	0
	11	126	4	30.00	0	0
	12	145	5	29.00	0	0
	13	144	5	30.00	0	0
	14	85	2	36.00	0	0
	15	81	2	36.00	0	0
	16	100	3	35.00	0	0
	17	74	2	30.00	0	0
	18	98	3	29.00	0	0
	19	140	5	30.00	0	0
	20	143	5	29.00	0	0
	21	158	5	36.00	0	0
	22	148	5	32.00	0	0
	23	129	4	32.00	0	0
	24	150	5	29.00	0	0
	25	107	3	30.00	0	0
	26	78	2	30.00	0	0
	27	113	3	29.00	0	0
	28	102	3	30.00	0	0
	29	102	3	32.00	0	0
	30	109	3	31.00	0	0
	31	132	4	33.00	0	0
	32	76	2	29.00	0	0
	33	149	5	29.00	0	0
	34	125	4	29.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_34	1	77	2	31.00	0	0
	2	74	2	31.00	0	0
	3	77	2	29.00	0	0
	4	78	2	30.00	0	0
	5	77	2	32.00	0	0
	6	124	4	30.00	0	0
	7	149	5	29.00	0	0
	8	76	2	29.00	0	0
	9	100	3	33.00	0	0
	10	126	4	36.00	0	0
	11	76	2	30.00	0	0
	12	144	5	28.00	0	0
	13	121	4	31.00	0	0
	14	172	5	29.00	0	0
	15	123	4	33.00	0	0
	16	124	4	29.00	0	0
	17	52	1	30.00	0	0
	18	126	4	30.00	0	0
	19	102	3	30.00	0	0
	20	149	5	30.00	0	0
	21	124	4	36.00	0	0
	22	77	2	31.00	0	0
	23	79	2	29.00	0	0
	24	74	2	30.00	0	0
	25	100	3	29.00	0	0
	26	168	5	29.00	0	0
	27	79	2	30.00	0	0
	28	132	4	32.00	0	0
	29	121	4	30.00	0	0
	30	74	2	32.00	0	0
	31	81	2	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_36	1	101	3	37.00	0	0
	2	119	4	32.00	0	0
	3	99	3	29.00	0	0
	4	103	3	34.00	0	0
	5	96	3	28.00	0	0
	6	74	2	31.00	0	0
	7	98	3	29.00	0	0
	8	77	2	31.00	0	0
	9	75	2	29.00	0	0
	10	56	1	30.00	0	0
	11	120	4	29.00	0	0
	12	118	4	29.00	0	0
	13	97	3	31.00	0	0
	14	144	5	30.00	0	0
	15	73	2	29.00	0	0
	16	82	2	36.00	0	0
	17	98	3	31.00	0	0
	18	118	4	36.00	0	0
	19	141	5	31.00	0	0
	20	124	4	30.00	0	0
	21	119	4	30.00	0	0
	22	78	2	29.00	0	0
	23	143	5	29.00	0	0
	24	141	5	29.00	0	0
	25	158	5	29.00	0	0
	26	155	5	31.00	0	0
	27	150	5	38.00	0	0
	28	79	2	29.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_38	1	74	2	34.00	0	0
	2	78	2	33.00	0	0
	3	79	2	31.00	0	0
	4	151	5	30.00	0	0
	5	148	5	33.00	0	0
	6	111	3	30.00	0	0
	7	105	3	29.00	0	0
	8	127	4	30.00	0	0
	9	124	4	32.00	0	0
	10	80	2	28.00	0	0
	11	53	1	38.00	0	0
	12	157	5	30.00	0	0
	13	81	2	29.00	0	0
	14	162	5	34.00	0	0
	15	125	4	31.00	0	0
	16	121	4	30.00	0	0
	17	159	5	29.00	0	0
	18	151	5	37.00	0	0
	19	78	2	30.00	0	0
	20	126	4	30.00	0	0
	21	83	2	30.00	0	0
	22	101	3	32.00	0	0
	23	99	3	30.00	0	0
	24	146	5	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_40	1	127	4	34.00	0	0
	2	106	3	35.00	0	0
	3	108	3	30.00	0	0
	4	160	5	30.00	0	0
	5	81	2	33.00	0	0
	6	157	5	31.00	0	0
	7	96	2	33.00	0	0
	8	112	3	33.00	0	0
	9	139	4	31.00	0	0
	10	106	3	33.00	0	0
	11	81	2	31.00	0	0
	12	132	4	32.00	0	0
	13	83	2	33.00	0	0
	14	85	2	33.00	0	0
	15	107	3	37.00	0	0
	16	159	5	30.00	0	0
	17	164	5	34.00	0	0
	18	140	4	36.00	0	0
	19	88	2	39.00	0	0
	20	135	4	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_42	1	105	3	35.00	0	0
	2	111	3	32.00	0	0
	3	130	4	31.00	0	0
	4	148	5	31.00	0	0
	5	79	2	35.00	0	0
	6	150	5	30.00	0	0
	7	151	5	30.00	0	0
	8	77	2	31.00	0	0
	9	105	3	29.00	0	0
	10	86	2	30.00	0	0
	11	77	2	30.00	0	0
	12	76	2	33.00	0	0
	13	87	2	30.00	0	0
	14	135	4	30.00	0	0
	15	102	3	32.00	0	0
	16	126	4	30.00	0	0
	17	78	2	33.00	0	0
	18	81	2	31.00	0	0
	19	103	3	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_44	1	141	4	34.00	0	0
	2	82	2	29.00	0	0
	3	156	5	29.00	0	0
	4	98	3	32.00	0	0
	5	76	2	31.00	0	0
	6	77	2	30.00	0	0
	7	102	3	30.00	0	0
	8	147	5	33.00	0	0
	9	82	2	31.00	0	0
	10	82	2	29.00	0	0
	11	150	5	30.00	0	0
	12	76	2	31.00	0	0
	13	159	5	36.00	0	0
	14	103	3	29.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_46	1	77	2	36.00	0	0
	2	114	3	37.00	0	0
	3	98	3	30.00	0	0
	4	102	3	29.00	0	0
	5	165	5	32.00	0	0
	6	100	3	32.00	0	0
	7	79	2	29.00	0	0
	8	78	2	30.00	0	0
	9	129	4	33.00	0	0
	10	106	3	29.00	0	0
	11	80	2	30.00	0	0
	12	83	2	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_48	1	149	5	34.00	0	0
	2	128	4	32.00	0	0
	3	109	3	30.00	0	0
	4	154	5	32.00	0	0
	5	134	4	34.00	0	0
	6	103	3	31.00	0	0
	7	133	4	40.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_50	1	137	4	35.00	0	0
	2	146	5	30.00	0	0
	3	127	4	30.00	0	0
	4	164	5	31.00	0	0
	5	84	2	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_52	1	150	5	34.00	0	0
ai_52	2	101	3	30.00	0	0

Glossary

Glossary of Terms

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

Instance Configuration Hadoop Master
Parameter	Value
instance_type_name	spec.test.4c8g
cpu	4
memory	8 GB
disk_size	50 GB
disk_backed	local storage
image_name	spec-test-kmeans
Notes	pre-installed the required software inside the image

Cloud High Level Information and Availability
Parameter	Value
Name	TeleCloudOS
Type	private
Sut_Type	whitebox
Virtualized	KVM
Manager_Protocol	TeleCloudOS
Manager_Version	V4.0
Hardware_Availability	April-2023
Software/Service_Availability	April-2023
Geographic_Distribution	1
Notes	None

Cloud Under Test Software Levels
Parameter	Value
Python_version	2.7.5
JVM_version	1.8.0_362
Hadoop_version	2.7.5
Cassandra_version	2.1.20
Notes	None

Benchmark Harness Node
Parameter	Value
Vendor	ZTE
Platform	ZTE R5930 G2
CPU_Description	Hygon C86 7285
CPU_Frequency_MHz	2000 MHz
RAM_Memory	12 GB
Local_Storage	50 GB + 500 GB
Quantity	1
Availability_Date	April-2023
OS_Version	CentOS 7.9.2009
OS_Availability_Date	April-2023
Network_Adapter_1	1 x virtio network device
Network_Adapter_2	1 x virtio network device
Network_port_type_1	1 G BASE-T
Network_port_type_2	10 G BASE-KR
Network_speed_port_1	1 Gb/s
Network_speed_port_2	10 Gb/s
Notes	The Harness node is a KVM virtual machine.

Cloud Manager Node
Parameter	Value
Hw_Vendor	RCSIT
Hw_Platform	RCSIT TG225 B1
CPU_Type	Kunpeng 920-5250
CPU_Count	2
CPU_Cores_Per	48
CPU_Frequency_MHz	2600 MHz
RAM_Memory_GB	512 GB
Primary_Cache_KB	L1d 6 x 1024 KB + L1i 6 x 1024 KB
Secondary_Cache_KB	48 x 1024 KB
RAM_Memory_Type	DDR4 3200 MHz
Hw_Availability_Date	April-2023
Local_Storage	1 x 24 TB SAS + 500GB HDD
Quantity	3
Virtualized	KVM
Network_Adapter_1	2 x Huawei HNS GE/10GE/25GE RDMA Network Controller
Network_Adapter_2	2 x Mellanox Technologies MT27710 Family [ConnectX-4 Lx]
Network_port_type_1	1 G BASE-T
Network_port_type_2	10 G BASE-KR
Network_speed_port_1	1 Gb/s
Network_speed_port_2	10 Gb/s
OS_Version	CTYunKyOS-1.0
OS_Availability_Date	April-2023
Notes	None

Cloud Computes Nodes
Parameter	Value
type 1_Compute_nodes	9
type 1_Hw_Vendor	RCSIT
type 1_Hw_Platform	RCSIT TG225 B1
type 1_Quantity	9
type 1_CPU_Type	Kunpeng 920-7260
type 1_CPU_Count	2
type 1_CPU_Cores_Per	64
type 1_CPU_Frequency_MHz	2600 MHz
type 1_RAM_Memory_GB	768 GB
type 1_Primary_Cache_KB	8 x 1024 KB
type 1_Secondary_Cache_KB	64 x 1024 KB
type 1_RAM_Memory_Type	DDR4 3200 MHz
type 1_Hw_Availability_Date	April-2023
type 1_Local_Storage	1 x 3.2 TB SSD, 1 x 1.0 TB SSD
type 1_Virtualized	KVM
type 1_Network_Adapter_1	2 x Huawei HNS GE/10GE/25GE RDMA Network Controller
type 1_Network_Adapter_2	2 x Mellanox Technologies MT27710 Family [ConnectX-4 Lx]
type 1_Network_port_type_1	1 G BASE-T
type 1_Network_port_type_2	25 G BASE-SR
type 1_Network_speed_port_1	1 Gb/s
type 1_Network_speed_port_2	25 Gb/s
type 1_OS_Version	CTYunKyOS-1.0
type 1_OS_Availability_Date	April-2023
type 1_Notes	None