SPEC Cloud IaaS 2018 Benchmark

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

Cloud Vendor: IEIT Systems Co.,Ltd
Cloud Type / SUT Type: private/whitebox
Hardware Platform: NF5280-M7-A0-R0-00
Hypervisor: KVM
Cloud Infrastructure: InCloudOS V6

Replicated Application Instances: 53 copies
        Performance Score: 74.7
        Relative Scalability: 99.2%
        Mean Instance Provisioning Time: 26s

Tested by: IEIT Systems Co.,Ltd.

SPEC Licence Number : 3358

Test Date : Jul 10, 2024

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: 2024-07-13_07:06:11_UTC
Scale-out End Time: 2024-07-13_10:18:40_UTC
Test Region: CN Central Standard Time

Cloud Informational Metrics
AI Provisioning Success: 100.00%
AI Run Success: 100.00
Total Instances: 345

Reference ID: all0713-01

Performance Summary

Baseline Summary Results for YCSB
	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	AI Provisioning Time (s)
Average	44928.4	1.570	2.195	111.6

Baseline Summary Results for KMeans

Completion Time (s) AI Provisioning Time (s)

Average 92.76 139.0

Baseline Summary Results for KMeans
	Completion Time (s)	AI Provisioning Time (s)
Average	92.76	139.0

Scale-out Summary Results for YCSB for 27 Valid AIs
Av. Throughput (ops/s)	Av. Insert Latency 99% (ms)	Av. Read Latency 99% (ms)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
43655.4	1.329	2.001	107.2	35.24	98.94

Scale-out Summary Results for KMeans for 26 Valid AIs

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

91.6 131.7 39.45 99.49

Scale-out Summary Results for KMeans for 26 Valid AIs
Av. Completion Time (s)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
91.6	131.7	39.45	99.49

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	66	0	44063.3	1.266	1.942	102.0	1.0
ai_3	66	0	45423.6	1.273	1.885	106.0	378.0
ai_5	62	0	44611.2	1.241	1.712	105.0	854.0
ai_7	59	0	45411.2	1.261	1.910	105.0	1193.0
ai_9	55	0	43216.1	1.336	1.784	105.0	1670.0
ai_11	56	0	46190.9	1.249	1.629	107.0	2041.0
ai_13	54	0	46792.9	1.172	1.682	105.0	2535.0
ai_15	49	0	44897.6	1.315	1.941	107.0	3014.0
ai_17	46	0	45289.0	1.218	1.711	104.0	3515.0
ai_19	41	0	42545.8	1.290	1.851	107.0	4059.0
ai_22	40	0	42808.0	1.415	2.088	108.0	4495.0
ai_23	37	0	45375.4	1.192	1.770	108.0	4927.0
ai_25	35	0	44344.2	1.274	1.917	108.0	5307.0
ai_27	33	0	45023.4	1.212	1.839	108.0	5639.0
ai_30	30	0	44808.5	1.330	2.060	109.0	6173.0
ai_31	27	0	43550.9	1.353	1.948	108.0	6616.0
ai_33	25	0	43745.3	1.381	2.134	108.0	6986.0
ai_35	22	0	42557.0	1.335	1.903	107.0	7414.0
ai_37	20	0	42908.7	1.325	1.833	106.0	7839.0
ai_38	17	0	41108.4	1.517	2.548	109.0	8190.0
ai_41	15	0	41978.7	1.396	2.114	107.0	8633.0
ai_42	13	0	40161.2	1.503	2.267	109.0	9021.0
ai_44	10	0	41967.6	1.316	1.896	109.0	9451.0
ai_46	8	0	42224.2	1.435	2.367	110.0	9899.0
ai_48	6	0	42673.9	1.406	2.203	107.0	10206.0
ai_50	4	0	42272.1	1.375	2.129	111.0	10608.0
ai_52	1	0	42747.4	1.492	2.971	110.0	11065.0

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	92	0	89.09	118.0	7.0
ai_4	84	0	89.95	121.0	593.0
ai_6	78	0	94.59	120.0	985.0
ai_8	80	0	89.58	120.0	1287.0
ai_10	73	0	92.42	123.0	1849.0
ai_12	71	0	89.31	121.0	2342.0
ai_14	65	0	92.43	176.0	2836.0
ai_16	61	0	92.92	123.0	3329.0
ai_18	61	0	87.39	120.0	3717.0
ai_20	58	0	86.83	121.0	4086.0
ai_21	54	0	90.93	119.0	4468.0
ai_24	51	0	87.24	121.0	5035.0
ai_26	46	0	92.72	123.0	5398.0
ai_28	43	0	92.14	123.0	5782.0
ai_29	38	0	100.16	125.0	6143.0
ai_32	37	0	87.97	190.0	6681.0
ai_34	28	0	103.64	126.0	7277.0
ai_36	28	0	91.04	123.0	7716.0
ai_39	24	0	95.62	123.0	8235.0
ai_40	20	0	99.95	125.0	8599.0
ai_43	16	0	103.00	124.0	9049.0
ai_45	14	0	85.36	181.0	9529.0
ai_47	10	0	93.40	123.0	10063.0
ai_49	7	0	90.14	183.0	10397.0
ai_51	3	0	122.33	125.0	10911.0
ai_53	1	0	96.00	126.0	11280.0

Validation, Errors, and Issues

Stopping condition reason: Benchmark stopped because number of AIs reporting results reached the configured value. Result received from AIs:53, _rules_reported_ais:53, _ais_issued:53: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 medium

cpu 4

memory 8GB

disk_size 40GB

disk_backed block storage

image_name hadoop_kmeans

Notes some text

Instance Configuration Hadoop Slave

Parameter Value

instance_type_name medium

cpu 4

memory 8GB

disk_size 40GB

disk_backed block storage

image_name hadoop_kmeans

Notes some text

Instance Configuration YCSB

Parameter Value

instance_type_name medium

cpu 4

memory 8GB

disk_size 40GB

disk_backed block storage

image_name cassandra_ycsb

Notes some text

Instance Configuration Cassandra

Parameter Value

instance_type_name medium

cpu 4

memory 8GB

disk_size 40GB

disk_backed block storage

image_name cassandra_ycsb

Notes some text

Cloud High Level Information and Availability

Parameter Value

Name IncloudOS

Type private

Sut_Type whitebox

Virtualized KVM

Manager_Protocol InCloudOS

Manager_Version V6

Hardware_Availability Jul-2023

Software/Service_Availability Oct-2023

Geographic_Distribution 1

Notes Cloud management deputy nodes reside at all data centers SUT exists in 3 different buildings within same campus Campus network backbone is infinet10000.

Cloud Under Test Software Levels

Parameter Value

Python_version 2.7.9

JVM_version 1.8.0_45

Hadoop_version 2.5.7

Cassandra_version 2.1.20

Notes All software compiled locally from git source archives Compiler options - debug, 128bits, optimized Internal database set to emulate Cassandra API.

Benchmark Harness Node

Parameter Value

Vendor IEIT Systems Co.,Ltd.

Platform NF5280-M7-A0-R0-00

CPU_Description Intel Xeon Platinum 8480+

CPU_Frequency_MHz 2000

RAM_Memory 192 GB, ECC, DDR5, 4800MHz

Local_Storage 2 x 1.6TB NVMe SSD

Quantity 1

Availability_Date Jul-2023

OS_Version KOS 5.8

OS_Availability_Date Oct-2023

Network_Adapter_1 Intel Corporation I350 Gigabit Network Connection

Network_Adapter_2 Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection

Network_port_type_1 1000BASE-T

Network_port_type_2 10GBASE-SR

Network_speed_port_1 1 Gb/s

Network_speed_port_2 10 Gb/s

Notes None

Cloud Manager Node

Parameter Value

Hw_Vendor IEIT Systems Co.,Ltd.

Hw_Platform NF5280-M7-A0-R0-00

CPU_Type Intel Xeon Platinum 8480+

CPU_Count 2

CPU_Cores_Per 56

CPU_Frequency_MHz 200

RAM_Memory_GB 512

Primary_Cache_KB 32 KB I + 48 KB D on chip per core

Secondary_Cache_KB 2MB I+D on chip per core

RAM_Memory_Type 32GB ECC DDR5 4800 MHz

Hw_Availability_Date Jul-2023

Local_Storage 2 x 1.6TB NVMe SSD

Quantity 3

Virtualized KVM

Network_Adapter_1 1 x Intel Corporation I350 Gigabit Network Connection

Network_Adapter_2 1 x Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection

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 KOS 5.8

OS_Availability_Date Oct-2023

Notes None

Cloud Computes Nodes

Parameter Value

type 1_Compute_nodes 9

type 1_Hw_Vendor IEIT Systems Co.,Ltd.

type 1_Hw_Platform NF5280-M7-A0-R0-00

type 1_Quantity 9

type 1_CPU_Type Intel Xeon Platinum 8480+

type 1_CPU_Count 2

type 1_CPU_Cores_Per 56

type 1_CPU_Frequency_MHz 2000

type 1_RAM_Memory_GB 512

type 1_Primary_Cache_KB 32 KB I + 48 KB D on chip per core

type 1_Secondary_Cache_KB 2 MB I+D on chip per core

type 1_RAM_Memory_Type 32GB ECC DDR5 4800 MHz

type 1_Hw_Availability_Date Jul-2023

type 1_Local_Storage 2 x 1.6TB NVMe SSD

type 1_Virtualized KVM

type 1_Network_Adapter_1 1 x Intel Corporation I350 Gigabit Network Connection

type 1_Network_Adapter_2 1 x Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection

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 KOS 5.8

type 1_OS_Availability_Date Oct-2023

type 1_Notes None

Cloud Network Information

Cloud Network Information
Parameter	Value
network 1_Technology	ethernet
network 1_Protocol	TCP/IP
network 1_Protocol_version	IPV4
network 1_Speed_Mbps	1000
network 1_Function	management
network 1_Notes	None
network 2_Technology	ethernet
network 2_Protocol	TCP/IP
network 2_Protocol_version	IPV4
network 2_Speed_Mbps	10000
network 2_Function	data
network 2_Notes	None

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter	Value
Storage 1_Attach_Type	local
Storage 1_Capacity	9 x 3.2TB
Storage 1_Technology	SSD
Storage 1_Notes	None

Performance Details

YCSB Detailed Results for Application Instance Runs
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_1	1	44557.8	1.268	1.856	67.00	0	0
	2	47027.8	1.186	1.772	62.00	0	0
	3	46265.8	1.018	1.369	58.00	0	0
	4	41750.6	0.998	1.301	60.00	0	0
	5	45861.0	0.977	1.312	60.00	0	0
	6	51767.9	1.032	1.428	60.00	0	0
	7	46666.3	0.972	1.413	59.00	0	0
	8	44553.4	0.957	1.340	62.00	0	0
	9	44551.4	1.009	1.273	62.00	0	0
	10	44163.8	1.066	1.425	64.00	0	0
	11	50780.1	1.015	1.448	61.00	0	0
	12	45389.0	1.075	1.469	57.00	0	0
	13	44920.1	1.005	1.429	61.00	0	0
	14	51000.2	1.074	1.437	60.00	0	0
	15	44566.8	1.071	1.328	59.00	0	0
	16	45649.6	1.049	1.352	60.00	0	0
	17	48538.4	1.090	1.430	63.00	0	0
	18	50249.4	1.112	1.459	59.00	0	0
	19	46836.8	1.051	1.410	60.00	0	0
	20	43691.5	1.076	1.370	59.00	0	0
	21	50822.0	1.072	1.569	60.00	0	0
	22	46622.8	1.187	1.581	61.00	0	0
	23	46817.6	1.100	1.605	59.00	0	0
	24	46568.5	1.177	1.537	57.00	0	0
	25	43071.9	1.041	1.430	62.00	0	0
	26	44213.1	1.169	1.533	63.00	0	0
	27	43136.5	1.152	1.592	58.00	0	0
	28	46814.3	1.233	1.496	63.00	0	0
	29	45642.3	1.201	1.657	60.00	0	0
	30	43036.2	1.324	1.654	60.00	0	0
	31	49376.6	1.281	1.669	61.00	0	0
	32	44270.8	1.119	1.576	63.00	0	0
	33	46213.4	1.252	1.892	59.00	0	0
	34	44846.1	1.276	1.698	63.00	0	0
	35	43344.0	1.263	1.712	60.00	0	0
	36	42332.1	1.277	1.841	58.00	0	0
	37	43999.6	1.341	1.776	61.00	0	0
	38	45346.8	1.348	1.909	61.00	0	0
	39	43304.1	1.308	1.811	61.00	0	0
	40	43739.7	1.311	1.844	62.00	0	0
	41	46699.5	1.328	1.870	61.00	0	0
	42	41419.0	1.314	1.970	60.00	0	0
	43	43308.8	1.386	2.045	63.00	0	0
	44	39029.0	1.479	2.139	63.00	0	0
	45	43020.5	1.516	2.163	61.00	0	0
	46	40681.4	1.480	2.389	61.00	0	0
	47	39821.6	1.336	2.491	61.00	0	0
	48	39917.0	1.486	2.403	63.00	0	0
	49	39624.4	1.328	2.507	60.00	0	0
	50	40897.3	1.514	2.703	60.00	0	0
	51	40222.4	1.515	2.937	59.00	0	0
	52	40183.6	1.515	2.429	65.00	0	0
	53	38818.4	1.413	2.295	63.00	0	0
	54	39544.1	1.500	2.427	63.00	0	0
	55	44077.1	1.418	2.527	79.00	0	0
	56	43252.1	1.446	2.467	67.00	0	0
	57	44127.2	1.498	2.753	80.00	0	0
	58	42327.1	1.431	2.499	65.00	0	0
	59	39017.2	1.651	2.791	66.00	0	0
	60	43884.7	1.353	2.627	77.00	0	0
	61	40671.5	1.601	2.891	67.00	0	0
	62	41780.7	1.509	2.507	66.00	0	0
	63	43213.8	1.400	2.833	76.00	0	0
	64	38998.9	1.653	3.295	69.00	0	0
65	40344.1	1.575	3.283	67.00	0	0
66	40989.1	1.398	2.913	65.00	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	45298.1	1.141	1.668	63.00	0	0
	2	46602.7	1.018	1.512	58.00	0	0
	3	47621.9	0.976	1.289	58.00	0	0
	4	54893.8	1.013	1.380	60.00	0	0
	5	48903.3	1.061	1.472	60.00	0	0
	6	47628.7	1.135	1.424	53.00	0	0
	7	45531.1	0.983	1.304	59.00	0	0
	8	49155.1	1.041	1.460	56.00	0	0
	9	49478.0	0.909	1.279	56.00	0	0
	10	48065.4	1.002	1.297	57.00	0	0
	11	47335.0	0.936	1.239	61.00	0	0
	12	45996.0	1.042	1.416	60.00	0	0
	13	48218.9	1.120	1.411	58.00	0	0
	14	51194.8	1.036	1.364	59.00	0	0
	15	46246.0	0.975	1.236	60.00	0	0
	16	49202.9	1.127	1.395	59.00	0	0
	17	47737.3	1.067	1.398	59.00	0	0
	18	49532.5	1.133	1.520	60.00	0	0
	19	47404.6	1.094	1.396	56.00	0	0
	20	47263.4	1.149	1.472	58.00	0	0
	21	50794.3	1.040	1.429	60.00	0	0
	22	52630.2	1.111	1.540	57.00	0	0
	23	53383.2	1.141	1.592	58.00	0	0
	24	45437.5	1.028	1.414	61.00	0	0
	25	53049.0	1.195	1.647	61.00	0	0
	26	45917.9	1.162	1.596	57.00	0	0
	27	45187.5	1.264	1.656	62.00	0	0
	28	45052.1	1.250	1.733	62.00	0	0
	29	45504.2	1.069	1.558	59.00	0	0
	30	45327.8	1.232	1.522	59.00	0	0
	31	46373.6	1.313	1.612	63.00	0	0
	32	42539.6	1.355	1.678	62.00	0	0
	33	49841.1	1.336	1.771	60.00	0	0
	34	47430.5	1.503	1.771	60.00	0	0
	35	45298.1	1.143	1.631	63.00	0	0
	36	46835.1	1.409	2.127	55.00	0	0
	37	47416.4	1.551	2.365	58.00	0	0
	38	43891.9	1.201	1.787	60.00	0	0
	39	42222.6	1.394	1.939	60.00	0	0
	40	45371.5	1.352	1.910	63.00	0	0
	41	43912.1	1.406	1.891	62.00	0	0
	42	44108.7	1.434	2.047	58.00	0	0
	43	43422.6	1.292	1.844	56.00	0	0
	44	40562.2	1.437	2.113	63.00	0	0
	45	45843.2	1.486	1.927	60.00	0	0
	46	43463.1	1.701	2.373	62.00	0	0
	47	40414.7	1.525	2.415	63.00	0	0
	48	41022.7	1.644	3.199	62.00	0	0
	49	43129.0	1.448	2.415	61.00	0	0
	50	41651.5	1.470	2.569	62.00	0	0
	51	41477.0	1.635	2.569	60.00	0	0
	52	42348.2	1.491	2.321	59.00	0	0
	53	40628.5	1.431	2.203	63.00	0	0
	54	40907.3	1.393	2.313	60.00	0	0
	55	41096.5	1.632	2.517	63.00	0	0
	56	41045.0	1.428	2.489	65.00	0	0
	57	43607.7	1.414	2.479	76.00	0	0
	58	43508.5	1.516	2.879	61.00	0	0
	59	44365.6	1.500	2.773	79.00	0	0
	60	42509.3	1.430	2.619	67.00	0	0
	61	41972.7	1.359	2.117	67.00	0	0
	62	41187.4	1.374	2.679	64.00	0	0
	63	40090.2	1.376	2.357	68.00	0	0
	64	40706.3	1.413	2.593	66.00	0	0
65	40750.6	1.397	2.335	62.00	0	0
66	41413.0	1.349	2.187	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_5	1	45656.9	1.166	1.650	62.00	0	0
	2	47226.1	0.985	1.511	63.00	0	0
	3	46562.5	1.038	1.502	61.00	0	0
	4	48646.4	0.984	1.289	59.00	0	0
	5	49312.7	1.005	1.303	57.00	0	0
	6	48868.7	1.000	1.379	59.00	0	0
	7	49770.4	0.990	1.472	62.00	0	0
	8	47794.9	1.025	1.310	60.00	0	0
	9	47907.1	1.059	1.366	57.00	0	0
	10	48599.7	1.095	1.408	58.00	0	0
	11	45990.8	1.036	1.382	55.00	0	0
	12	44693.2	1.134	1.367	59.00	0	0
	13	47692.3	1.057	1.364	59.00	0	0
	14	43037.6	1.043	1.337	58.00	0	0
	15	46099.4	1.156	1.427	60.00	0	0
	16	45874.2	1.094	1.408	61.00	0	0
	17	47428.8	1.062	1.342	59.00	0	0
	18	47994.4	1.128	1.466	65.00	0	0
	19	45692.4	1.097	1.509	58.00	0	0
	20	46994.1	1.122	1.418	59.00	0	0
	21	48953.0	1.073	1.452	60.00	0	0
	22	47227.2	1.055	1.440	59.00	0	0
	23	46256.7	1.065	1.429	62.00	0	0
	24	46272.7	1.158	1.563	58.00	0	0
	25	44995.4	1.181	1.537	58.00	0	0
	26	48764.4	1.217	1.622	59.00	0	0
	27	47436.1	1.217	1.484	69.00	0	0
	28	43118.8	1.067	1.428	58.00	0	0
	29	42117.2	1.197	1.610	60.00	0	0
	30	43478.3	1.116	1.493	58.00	0	0
	31	43891.4	1.224	1.583	61.00	0	0
	32	48781.7	1.288	1.723	59.00	0	0
	33	46276.5	1.252	1.577	63.00	0	0
	34	43809.7	1.227	1.670	61.00	0	0
	35	44292.4	1.270	1.696	62.00	0	0
	36	46427.9	1.224	1.845	60.00	0	0
	37	45082.1	1.203	1.588	65.00	0	0
	38	43241.4	1.405	1.765	60.00	0	0
	39	40572.5	1.164	1.642	60.00	0	0
	40	47646.3	1.402	1.812	63.00	0	0
	41	42608.0	1.434	1.884	66.00	0	0
	42	47616.2	1.397	1.910	61.00	0	0
	43	42986.7	1.309	1.969	65.00	0	0
	44	41230.3	1.504	1.921	59.00	0	0
	45	44709.2	1.464	2.177	62.00	0	0
	46	41985.5	1.364	1.872	64.00	0	0
	47	40557.7	1.447	2.049	67.00	0	0
	48	43558.3	1.380	2.006	64.00	0	0
	49	39864.5	1.525	2.127	64.00	0	0
	50	41225.6	1.342	1.925	61.00	0	0
	51	40179.2	1.485	2.165	63.00	0	0
	52	40352.7	1.430	2.069	63.00	0	0
	53	39780.0	1.501	2.243	66.00	0	0
	54	40050.1	1.468	2.237	61.00	0	0
	55	40366.5	1.523	2.131	65.00	0	0
	56	37411.5	1.441	2.323	61.00	0	0
	57	44027.2	1.424	2.119	59.00	0	0
	58	45137.6	1.411	2.181	62.00	0	0
	59	41190.8	1.480	2.335	67.00	0	0
	60	40337.6	1.546	2.115	67.00	0	0
	61	41149.7	1.393	2.105	62.00	0	0
	62	39082.3	1.370	2.101	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_7	1	41790.3	1.161	1.829	63.00	0	0
	2	45593.4	1.119	1.506	59.00	0	0
	3	46482.4	1.069	1.456	64.00	0	0
	4	48068.3	1.012	1.572	62.00	0	0
	5	47072.7	1.020	1.355	60.00	0	0
	6	44803.9	1.065	1.411	57.00	0	0
	7	45925.8	1.024	1.359	60.00	0	0
	8	47499.7	1.035	1.295	64.00	0	0
	9	50080.8	1.017	1.417	61.00	0	0
	10	46609.7	1.084	1.486	57.00	0	0
	11	49922.0	0.992	1.346	56.00	0	0
	12	44152.5	1.062	1.315	58.00	0	0
	13	51224.9	0.996	1.423	61.00	0	0
	14	47038.9	1.302	1.718	59.00	0	0
	15	46382.2	1.072	1.448	60.00	0	0
	16	47415.8	1.057	1.383	63.00	0	0
	17	47489.0	1.134	1.484	64.00	0	0
	18	48564.9	1.192	1.601	57.00	0	0
	19	51700.3	1.218	1.775	58.00	0	0
	20	51556.4	1.141	1.543	60.00	0	0
	21	48816.2	1.060	1.508	58.00	0	0
	22	49228.3	1.292	1.794	60.00	0	0
	23	46334.4	1.208	1.489	59.00	0	0
	24	45067.9	1.171	1.591	59.00	0	0
	25	47276.9	1.132	1.542	60.00	0	0
	26	46033.1	1.212	1.760	60.00	0	0
	27	44973.6	1.215	1.585	64.00	0	0
	28	46062.8	1.241	1.640	61.00	0	0
	29	46412.3	1.321	1.825	62.00	0	0
	30	45613.2	1.180	1.882	61.00	0	0
	31	48365.3	1.342	2.153	57.00	0	0
	32	44966.6	1.248	1.767	58.00	0	0
	33	44361.1	1.334	1.850	63.00	0	0
	34	43465.0	1.585	2.231	62.00	0	0
	35	41678.0	1.291	1.873	58.00	0	0
	36	42621.7	1.317	2.053	62.00	0	0
	37	44569.2	1.592	2.199	64.00	0	0
	38	43713.5	1.297	2.141	58.00	0	0
	39	42876.6	1.392	2.119	64.00	0	0
	40	44280.6	1.302	2.235	63.00	0	0
	41	44075.7	1.455	2.093	66.00	0	0
	42	41862.9	1.382	2.317	61.00	0	0
	43	40068.1	1.455	2.405	64.00	0	0
	44	42415.6	1.464	2.409	64.00	0	0
	45	49196.9	1.399	2.337	83.00	0	0
	46	43276.0	1.489	2.657	64.00	0	0
	47	42528.8	1.553	2.629	64.00	0	0
	48	46742.6	1.302	2.233	83.00	0	0
	49	42438.1	1.429	2.435	60.00	0	0
	50	40070.9	1.574	2.645	64.00	0	0
	51	40750.2	1.378	2.377	65.00	0	0
	52	41848.4	1.390	2.599	63.00	0	0
	53	42677.1	1.342	2.211	65.00	0	0
	54	41628.9	1.375	2.429	65.00	0	0
	55	42150.5	1.349	2.345	67.00	0	0
	56	46077.6	1.430	2.261	61.00	0	0
	57	46578.8	1.357	2.421	79.00	0	0
	58	47895.6	1.335	2.327	77.00	0	0
	59	40887.7	1.425	2.585	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_9	1	45833.7	1.094	1.694	60.00	0	0
	2	47355.2	1.033	1.381	62.00	0	0
	3	47917.4	1.056	1.328	59.00	0	0
	4	46278.6	1.100	1.359	59.00	0	0
	5	45691.8	1.074	1.361	58.00	0	0
	6	43073.3	1.114	1.396	61.00	0	0
	7	47870.9	1.097	1.338	60.00	0	0
	8	48386.9	1.112	1.422	59.00	0	0
	9	43887.1	1.014	1.320	58.00	0	0
	10	43647.6	1.053	1.349	58.00	0	0
	11	47028.4	1.077	1.370	56.00	0	0
	12	45745.1	1.127	1.448	59.00	0	0
	13	45116.2	1.115	1.352	60.00	0	0
	14	43340.7	1.146	1.394	58.00	0	0
	15	45987.1	1.228	1.476	60.00	0	0
	16	44035.9	1.146	1.347	61.00	0	0
	17	43081.2	1.176	1.458	59.00	0	0
	18	46264.7	1.208	1.467	59.00	0	0
	19	46212.3	1.170	1.463	58.00	0	0
	20	42671.7	1.309	1.531	60.00	0	0
	21	44605.5	1.233	1.522	59.00	0	0
	22	43658.6	1.254	1.484	60.00	0	0
	23	44225.8	1.240	1.614	60.00	0	0
	24	46766.1	1.233	1.568	59.00	0	0
	25	42502.1	1.249	1.522	60.00	0	0
	26	43519.9	1.325	1.669	59.00	0	0
	27	42187.4	1.299	1.601	61.00	0	0
	28	42921.7	1.335	1.698	61.00	0	0
	29	41699.7	1.333	1.651	61.00	0	0
	30	42652.1	1.284	1.573	60.00	0	0
	31	40301.0	1.346	1.669	63.00	0	0
	32	42542.3	1.379	1.702	66.00	0	0
	33	42218.1	1.467	1.742	64.00	0	0
	34	42625.7	1.363	1.740	65.00	0	0
	35	44217.5	1.311	1.787	64.00	0	0
	36	42194.5	1.505	1.746	64.00	0	0
	37	41123.9	1.381	1.800	66.00	0	0
	38	44850.1	1.390	1.834	78.00	0	0
	39	39657.8	1.742	2.073	68.00	0	0
	40	43277.9	1.454	2.041	78.00	0	0
	41	39227.6	1.641	2.221	63.00	0	0
	42	39457.1	1.495	2.113	60.00	0	0
	43	39459.0	1.609	2.213	62.00	0	0
	44	40278.3	1.647	2.335	66.00	0	0
	45	39451.6	1.583	2.249	65.00	0	0
	46	41267.3	1.530	2.147	61.00	0	0
	47	45893.1	1.516	2.169	80.00	0	0
	48	44243.9	1.624	2.443	81.00	0	0
	49	43902.0	1.482	2.239	81.00	0	0
	50	40899.8	1.543	2.409	62.00	0	0
	51	39514.8	1.511	2.237	66.00	0	0
	52	40521.1	1.545	2.525	85.00	0	0
	53	40535.1	1.576	2.433	66.00	0	0
	54	37224.5	1.908	2.785	66.00	0	0
	55	37835.4	1.708	3.301	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_11	1	41833.6	1.159	1.729	63.00	0	0
	2	42999.7	1.043	1.474	58.00	0	0
	3	44751.2	1.125	1.504	62.00	0	0
	4	46068.1	1.036	1.383	64.00	0	0
	5	44435.1	1.105	1.474	55.00	0	0
	6	52117.9	1.064	1.413	57.00	0	0
	7	48044.6	1.023	1.328	59.00	0	0
	8	50243.1	1.072	1.401	59.00	0	0
	9	48276.5	1.065	1.387	60.00	0	0
	10	47000.2	1.173	1.449	58.00	0	0
	11	45024.3	1.055	1.365	56.00	0	0
	12	49922.0	1.254	1.572	57.00	0	0
	13	51826.2	1.067	1.376	57.00	0	0
	14	47147.6	1.127	1.387	62.00	0	0
	15	46522.4	1.135	1.458	58.00	0	0
	16	46963.2	1.175	1.405	59.00	0	0
	17	48299.8	1.102	1.348	61.00	0	0
	18	46295.2	1.128	1.518	59.00	0	0
	19	44960.0	1.214	1.493	58.00	0	0
	20	50845.9	1.112	1.393	62.00	0	0
	21	46111.1	1.214	1.493	58.00	0	0
	22	49613.6	1.178	1.443	59.00	0	0
	23	45201.8	1.115	1.501	60.00	0	0
	24	43984.1	1.212	1.486	61.00	0	0
	25	46163.8	1.215	1.473	65.00	0	0
	26	51249.2	1.336	1.717	59.00	0	0
	27	43959.4	1.181	1.594	62.00	0	0
	28	48171.9	1.159	1.511	61.00	0	0
	29	46400.5	1.221	1.556	58.00	0	0
	30	44223.3	1.137	1.554	60.00	0	0
	31	44388.7	1.148	1.560	58.00	0	0
	32	44884.8	1.250	1.608	60.00	0	0
	33	46704.4	1.317	1.671	61.00	0	0
	34	45076.0	1.236	1.527	58.00	0	0
	35	45951.7	1.259	1.638	69.00	0	0
	36	48001.9	1.341	1.643	61.00	0	0
	37	52552.1	1.277	1.675	67.00	0	0
	38	45493.8	1.324	1.704	61.00	0	0
	39	43496.7	1.218	1.723	57.00	0	0
	40	44707.7	1.280	1.675	59.00	0	0
	41	45523.9	1.519	1.870	61.00	0	0
	42	44823.5	1.440	2.029	62.00	0	0
	43	43571.1	1.380	1.761	61.00	0	0
	44	47573.2	1.629	1.918	58.00	0	0
	45	43344.9	1.611	1.930	60.00	0	0
	46	48422.0	1.423	1.833	60.00	0	0
	47	43678.1	1.358	1.864	61.00	0	0
	48	43114.6	1.458	1.893	65.00	0	0
	49	48163.8	1.338	1.765	64.00	0	0
	50	44752.2	1.516	1.929	65.00	0	0
	51	43233.0	1.326	1.880	61.00	0	0
	52	43593.9	1.244	2.063	63.00	0	0
	53	43175.1	1.404	1.907	61.00	0	0
	54	43164.4	1.464	1.944	65.00	0	0
	55	45767.6	1.521	2.017	62.00	0	0
	56	44877.8	1.468	2.021	64.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_13	1	44251.2	1.145	1.599	64.00	0	0
	2	47819.4	1.024	1.431	60.00	0	0
	3	46747.5	0.966	1.317	59.00	0	0
	4	50873.1	0.994	1.379	58.00	0	0
	5	51042.5	1.086	1.420	56.00	0	0
	6	47736.7	0.988	1.338	61.00	0	0
	7	48624.5	1.146	1.422	58.00	0	0
	8	44522.1	1.121	1.417	57.00	0	0
	9	51147.6	1.076	1.510	60.00	0	0
	10	49209.0	1.042	1.380	60.00	0	0
	11	43083.0	1.023	1.383	59.00	0	0
	12	48369.3	0.989	1.402	62.00	0	0
	13	49320.0	1.114	1.472	60.00	0	0
	14	47716.2	1.009	1.402	60.00	0	0
	15	45524.4	1.001	1.407	62.00	0	0
	16	49784.7	1.008	1.326	60.00	0	0
	17	49279.3	1.157	1.500	60.00	0	0
	18	49519.0	1.039	1.465	60.00	0	0
	19	54354.5	1.109	1.469	59.00	0	0
	20	50098.3	1.222	1.610	63.00	0	0
	21	48979.4	1.119	1.670	60.00	0	0
	22	48995.0	1.084	1.415	61.00	0	0
	23	48256.7	1.127	1.599	61.00	0	0
	24	48343.0	1.144	1.492	63.00	0	0
	25	42929.0	1.149	1.560	60.00	0	0
	26	45622.0	1.087	1.495	57.00	0	0
	27	45018.7	1.103	1.438	58.00	0	0
	28	49474.3	1.182	1.603	58.00	0	0
	29	47071.0	1.158	1.598	60.00	0	0
	30	45991.3	1.343	1.721	57.00	0	0
	31	44565.8	1.254	1.714	62.00	0	0
	32	51491.3	1.172	1.659	61.00	0	0
	33	47595.8	1.180	1.610	59.00	0	0
	34	46640.2	1.160	1.702	63.00	0	0
	35	45997.1	1.121	1.699	63.00	0	0
	36	46231.0	1.175	1.762	63.00	0	0
	37	44517.2	1.252	1.833	65.00	0	0
	38	46968.8	1.262	1.907	68.00	0	0
	39	44776.3	1.262	1.793	62.00	0	0
	40	50180.7	1.235	1.690	63.00	0	0
	41	44384.3	1.309	1.930	62.00	0	0
	42	45268.8	1.322	1.883	67.00	0	0
	43	46024.1	1.281	2.071	63.00	0	0
	44	44859.6	1.294	2.085	61.00	0	0
	45	45378.7	1.221	1.909	61.00	0	0
	46	45076.0	1.318	2.013	66.00	0	0
	47	43349.2	1.383	2.305	64.00	0	0
	48	45225.3	1.299	1.978	66.00	0	0
	49	43868.3	1.292	1.998	61.00	0	0
	50	40555.6	1.405	2.319	66.00	0	0
	51	44953.4	1.392	2.046	63.00	0	0
	52	42872.5	1.397	2.129	64.00	0	0
	53	43380.7	1.274	2.283	64.00	0	0
	54	42951.6	1.287	2.251	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_15	1	45226.4	1.324	1.957	62.00	0	0
	2	48696.2	1.185	1.685	63.00	0	0
	3	52737.1	1.254	1.682	61.00	0	0
	4	41797.7	1.056	1.454	60.00	0	0
	5	49940.1	1.172	1.529	58.00	0	0
	6	46936.8	1.114	1.547	65.00	0	0
	7	45100.4	1.185	1.569	58.00	0	0
	8	43738.8	1.143	1.495	60.00	0	0
	9	49068.3	1.199	1.552	63.00	0	0
	10	46822.0	1.080	1.506	67.00	0	0
	11	45494.9	1.092	1.647	59.00	0	0
	12	47179.8	1.301	1.615	60.00	0	0
	13	45109.1	1.112	1.535	60.00	0	0
	14	46874.1	1.191	1.585	63.00	0	0
	15	44650.8	1.188	1.722	56.00	0	0
	16	45330.9	1.191	1.627	64.00	0	0
	17	49232.6	1.369	1.787	61.00	0	0
	18	48101.8	1.378	1.877	59.00	0	0
	19	46297.4	1.216	1.771	59.00	0	0
	20	47808.0	1.204	1.890	61.00	0	0
	21	47506.5	1.274	1.733	59.00	0	0
	22	42857.8	1.271	1.852	60.00	0	0
	23	43758.9	1.210	1.763	60.00	0	0
	24	45533.7	1.486	2.017	64.00	0	0
	25	41909.8	1.358	2.151	62.00	0	0
	26	43679.1	1.283	1.895	60.00	0	0
	27	42625.3	1.280	1.815	64.00	0	0
	28	47086.5	1.398	2.015	62.00	0	0
	29	44305.1	1.405	2.099	58.00	0	0
	30	41991.7	1.429	2.179	61.00	0	0
	31	44424.7	1.436	1.983	64.00	0	0
	32	43682.9	1.400	2.143	60.00	0	0
	33	43595.8	1.456	2.275	59.00	0	0
	34	40861.4	1.465	2.123	61.00	0	0
	35	44718.7	1.437	2.255	64.00	0	0
	36	42633.5	1.525	2.209	62.00	0	0
	37	44445.9	1.360	2.245	62.00	0	0
	38	41310.4	1.420	2.315	60.00	0	0
	39	44413.8	1.505	2.261	67.00	0	0
	40	44382.3	1.392	2.267	62.00	0	0
	41	42852.7	1.196	2.295	61.00	0	0
	42	42835.7	1.520	2.211	66.00	0	0
	43	43436.2	1.513	2.187	63.00	0	0
	44	44377.9	1.387	2.173	62.00	0	0
	45	44835.5	1.423	2.137	79.00	0	0
	46	41811.7	1.480	2.425	64.00	0	0
	47	42590.8	1.341	2.125	63.00	0	0
	48	43570.6	1.379	2.641	63.00	0	0
	49	41802.1	1.451	2.277	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_17	1	44459.8	1.240	1.925	66.00	0	0
	2	44450.9	1.081	1.666	61.00	0	0
	3	43529.8	1.132	1.441	62.00	0	0
	4	46671.2	1.055	1.495	60.00	0	0
	5	45673.6	1.045	1.400	57.00	0	0
	6	44294.8	1.058	1.451	57.00	0	0
	7	44758.8	1.143	1.495	63.00	0	0
	8	46788.6	1.178	1.463	63.00	0	0
	9	47079.3	1.016	1.362	60.00	0	0
	10	46535.4	1.112	1.438	64.00	0	0
	11	47723.6	1.139	1.507	59.00	0	0
	12	48033.6	1.164	1.611	58.00	0	0
	13	47524.6	1.125	1.449	58.00	0	0
	14	45157.9	1.098	1.448	57.00	0	0
	15	46837.3	1.110	1.507	58.00	0	0
	16	45995.5	1.106	1.502	59.00	0	0
	17	47895.0	1.077	1.510	60.00	0	0
	18	46441.4	1.125	1.458	59.00	0	0
	19	46744.3	1.074	1.498	59.00	0	0
	20	47468.2	1.192	1.552	60.00	0	0
	21	44728.2	1.095	1.503	66.00	0	0
	22	47426.5	1.146	1.656	60.00	0	0
	23	45994.5	1.182	1.596	60.00	0	0
	24	46659.2	1.133	1.593	60.00	0	0
	25	42301.6	1.194	1.632	62.00	0	0
	26	47064.4	1.221	1.832	62.00	0	0
	27	46199.0	1.188	1.653	62.00	0	0
	28	41702.7	1.207	1.702	62.00	0	0
	29	43355.3	1.294	1.783	68.00	0	0
	30	43268.0	1.324	1.851	63.00	0	0
	31	45936.4	1.214	1.693	63.00	0	0
	32	45547.2	1.264	1.650	64.00	0	0
	33	43833.2	1.304	1.758	63.00	0	0
	34	46283.4	1.311	1.776	63.00	0	0
	35	43787.2	1.315	1.835	67.00	0	0
	36	49597.0	1.299	1.785	84.00	0	0
	37	44356.7	1.348	1.821	66.00	0	0
	38	43384.4	1.406	2.079	70.00	0	0
	39	47505.4	1.347	2.006	80.00	0	0
	40	41942.8	1.627	2.285	66.00	0	0
	41	43929.5	1.297	2.085	65.00	0	0
	42	41800.8	1.361	2.099	66.00	0	0
	43	42541.0	1.487	2.115	63.00	0	0
	44	42178.5	1.445	2.225	61.00	0	0
	45	41328.7	1.380	2.189	65.00	0	0
	46	46579.9	1.371	2.331	65.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_19	1	37537.5	1.171	1.724	66.00	0	0
	2	45386.5	1.203	1.597	63.00	0	0
	3	43410.3	1.088	1.458	64.00	0	0
	4	44809.4	1.163	1.482	65.00	0	0
	5	43808.7	1.222	1.541	63.00	0	0
	6	41922.6	1.118	1.457	62.00	0	0
	7	47098.7	1.119	1.459	76.00	0	0
	8	40329.5	1.268	1.620	60.00	0	0
	9	46508.4	1.166	1.483	59.00	0	0
	10	49161.2	1.124	1.573	60.00	0	0
	11	43332.7	1.230	1.539	63.00	0	0
	12	43004.7	1.236	1.532	64.00	0	0
	13	44307.1	1.193	1.672	61.00	0	0
	14	42291.8	1.195	1.626	60.00	0	0
	15	44650.3	1.253	1.611	61.00	0	0
	16	43263.8	1.184	1.672	61.00	0	0
	17	41317.2	1.111	1.544	60.00	0	0
	18	41859.0	1.203	1.654	64.00	0	0
	19	42859.1	1.256	1.684	64.00	0	0
	20	43568.7	1.269	1.733	62.00	0	0
	21	41229.5	1.246	1.762	62.00	0	0
	22	41283.1	1.321	1.779	62.00	0	0
	23	44625.4	1.361	1.870	61.00	0	0
	24	41372.3	1.277	1.827	61.00	0	0
	25	40645.9	1.419	1.841	62.00	0	0
	26	41084.6	1.307	1.858	64.00	0	0
	27	41781.1	1.422	1.967	64.00	0	0
	28	40083.4	1.303	1.951	63.00	0	0
	29	38813.8	1.476	2.071	62.00	0	0
	30	42223.5	1.382	2.273	66.00	0	0
	31	39544.8	1.363	2.014	61.00	0	0
	32	47346.2	1.341	2.053	78.00	0	0
	33	41486.9	1.286	1.950	65.00	0	0
	34	40380.4	1.505	2.405	63.00	0	0
	35	39214.9	1.328	2.287	63.00	0	0
	36	40152.2	1.404	2.281	66.00	0	0
	37	40245.5	1.498	2.115	64.00	0	0
	38	48908.1	1.332	2.435	79.00	0	0
	39	38224.8	1.597	2.575	66.00	0	0
	40	41574.4	1.490	2.265	65.00	0	0
	41	43727.8	1.452	2.633	86.00	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	41496.4	1.396	2.201	66.00	0	0
	2	46061.2	1.199	1.648	64.00	0	0
	3	45027.3	1.308	1.716	60.00	0	0
	4	44010.2	1.183	1.621	59.00	0	0
	5	46888.9	1.257	1.649	58.00	0	0
	6	48167.2	1.252	1.655	59.00	0	0
	7	46560.9	1.244	1.784	63.00	0	0
	8	45409.1	1.289	1.688	62.00	0	0
	9	46552.2	1.268	1.760	60.00	0	0
	10	44661.3	1.300	1.690	57.00	0	0
	11	45881.0	1.358	1.842	58.00	0	0
	12	45149.3	1.266	1.659	60.00	0	0
	13	47642.9	1.226	1.630	59.00	0	0
	14	45776.5	1.290	1.709	57.00	0	0
	15	40922.4	1.310	1.751	59.00	0	0
	16	42997.3	1.324	1.880	60.00	0	0
	17	39965.6	1.394	1.902	64.00	0	0
	18	43131.8	1.471	1.850	58.00	0	0
	19	44306.6	1.423	1.846	58.00	0	0
	20	39855.7	1.474	2.215	62.00	0	0
	21	41568.8	1.513	2.081	57.00	0	0
	22	43794.3	1.579	2.083	60.00	0	0
	23	40745.2	1.335	2.413	59.00	0	0
	24	42487.2	1.400	2.207	58.00	0	0
	25	41231.6	1.599	2.225	63.00	0	0
	26	41790.3	1.443	2.177	61.00	0	0
	27	39070.5	1.563	2.429	60.00	0	0
	28	39894.3	1.590	2.487	61.00	0	0
	29	40410.6	1.505	2.251	62.00	0	0
	30	39552.7	1.673	2.547	62.00	0	0
	31	43120.6	1.457	2.193	61.00	0	0
	32	39578.5	1.653	2.985	63.00	0	0
	33	40754.8	1.404	2.427	62.00	0	0
	34	40700.0	1.719	2.457	68.00	0	0
	35	40802.2	1.392	2.289	67.00	0	0
	36	42070.3	1.592	2.755	62.00	0	0
	37	39421.3	1.510	2.333	61.00	0	0
	38	41428.0	1.586	2.231	68.00	0	0
	39	42391.7	1.427	2.677	74.00	0	0
	40	41043.3	1.439	2.583	65.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_23	1	48690.2	1.090	1.930	83.00	0	0
	2	47043.3	1.109	1.617	61.00	0	0
	3	45171.2	1.160	1.711	63.00	0	0
	4	47561.9	1.062	1.447	59.00	0	0
	5	46765.6	1.056	1.461	63.00	0	0
	6	48708.6	1.134	1.541	59.00	0	0
	7	47339.0	0.989	1.412	58.00	0	0
	8	46910.4	1.083	1.559	60.00	0	0
	9	44263.9	1.066	1.427	63.00	0	0
	10	45996.6	1.067	1.500	60.00	0	0
	11	45881.0	1.174	1.532	64.00	0	0
	12	52680.1	1.034	1.583	78.00	0	0
	13	45890.0	1.134	1.581	65.00	0	0
	14	44002.5	1.194	1.660	64.00	0	0
	15	42412.4	1.114	1.495	58.00	0	0
	16	42270.8	1.177	1.524	63.00	0	0
	17	44549.4	1.126	1.664	64.00	0	0
	18	46323.1	1.202	1.660	64.00	0	0
	19	46753.0	1.164	1.703	63.00	0	0
	20	42520.6	1.211	1.738	63.00	0	0
	21	45875.8	1.132	1.781	64.00	0	0
	22	47307.6	1.338	1.937	65.00	0	0
	23	50073.9	1.141	1.763	75.00	0	0
	24	42675.8	1.184	1.726	60.00	0	0
	25	50038.8	1.114	1.640	81.00	0	0
	26	43895.7	1.206	1.685	64.00	0	0
	27	46595.6	1.300	2.249	60.00	0	0
	28	42380.1	1.135	1.820	63.00	0	0
	29	48814.4	1.141	1.879	84.00	0	0
	30	44845.6	1.354	2.032	63.00	0	0
	31	39470.3	1.330	1.965	69.00	0	0
	32	45888.4	1.305	2.051	80.00	0	0
	33	41877.4	1.400	2.047	63.00	0	0
	34	38993.6	1.471	2.263	69.00	0	0
	35	43025.1	1.367	2.257	75.00	0	0
	36	44827.0	1.255	2.247	84.00	0	0
	37	40570.4	1.582	2.413	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_25	1	43542.2	1.308	1.947	64.00	0	0
	2	47228.3	1.182	1.632	65.00	0	0
	3	41168.4	1.239	1.720	62.00	0	0
	4	46731.2	1.107	1.637	60.00	0	0
	5	47960.5	1.255	1.736	61.00	0	0
	6	43994.7	1.173	1.702	63.00	0	0
	7	44710.7	1.130	1.596	62.00	0	0
	8	47279.1	1.194	1.546	63.00	0	0
	9	43631.0	1.183	1.748	59.00	0	0
	10	43491.0	1.197	1.673	57.00	0	0
	11	45063.3	1.249	1.822	62.00	0	0
	12	43591.0	1.132	1.574	63.00	0	0
	13	44623.4	1.325	1.786	60.00	0	0
	14	44544.4	1.105	1.545	77.00	0	0
	15	45002.0	1.217	1.676	59.00	0	0
	16	47191.5	1.272	1.680	65.00	0	0
	17	43656.7	1.323	1.813	62.00	0	0
	18	44779.8	1.223	1.836	61.00	0	0
	19	43598.6	1.357	1.810	63.00	0	0
	20	41076.2	1.417	2.151	64.00	0	0
	21	43861.6	1.232	1.910	62.00	0	0
	22	41469.7	1.420	2.255	60.00	0	0
	23	41816.1	1.281	2.159	66.00	0	0
	24	42491.3	1.269	1.941	63.00	0	0
	25	41523.1	1.306	2.016	64.00	0	0
	26	44085.4	1.326	2.034	60.00	0	0
	27	47805.7	1.243	2.157	77.00	0	0
	28	43191.4	1.208	2.085	65.00	0	0
	29	48443.2	1.317	2.163	79.00	0	0
	30	47342.9	1.234	1.931	78.00	0	0
	31	42673.0	1.505	2.377	64.00	0	0
	32	40586.1	1.447	2.461	63.00	0	0
	33	41916.4	1.242	2.157	62.00	0	0
	34	48651.1	1.303	2.241	79.00	0	0
	35	43324.7	1.657	2.579	64.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_27	1	43318.2	1.269	2.251	65.00	0	0
	2	43192.8	1.277	1.646	66.00	0	0
	3	44283.1	1.330	1.851	64.00	0	0
	4	42968.2	1.133	1.740	62.00	0	0
	5	41110.4	1.213	1.904	58.00	0	0
	6	41552.4	1.128	1.637	61.00	0	0
	7	45939.5	1.156	1.691	66.00	0	0
	8	48044.6	1.108	1.541	72.00	0	0
	9	50796.2	1.103	1.569	75.00	0	0
	10	43184.0	1.070	1.623	59.00	0	0
	11	45404.5	1.138	1.566	63.00	0	0
	12	50540.1	1.084	1.643	78.00	0	0
	13	49691.9	1.134	1.586	78.00	0	0
	14	46614.6	1.146	1.550	79.00	0	0
	15	46823.1	1.197	1.777	81.00	0	0
	16	42031.4	1.099	1.594	65.00	0	0
	17	47719.6	1.182	1.704	80.00	0	0
	18	42710.9	1.201	1.720	65.00	0	0
	19	44951.9	1.171	1.757	65.00	0	0
	20	45718.5	1.060	1.736	61.00	0	0
	21	47467.0	1.225	1.776	64.00	0	0
	22	45469.0	1.411	2.229	67.00	0	0
	23	45006.5	1.154	1.839	79.00	0	0
	24	45432.3	1.245	1.856	60.00	0	0
	25	46590.7	1.303	1.985	67.00	0	0
	26	44923.6	1.348	1.880	62.00	0	0
	27	41852.8	1.300	2.071	63.00	0	0
	28	47348.5	1.162	1.762	81.00	0	0
	29	44538.5	1.347	2.379	64.00	0	0
	30	41695.8	1.269	1.937	62.00	0	0
	31	44152.1	1.269	1.994	66.00	0	0
	32	41149.3	1.426	2.559	68.00	0	0
	33	43551.6	1.340	2.331	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_30	1	42637.6	1.526	2.477	67.00	0	0
	2	46487.8	1.345	2.012	66.00	0	0
	3	45798.6	1.278	1.937	61.00	0	0
	4	46977.6	1.139	1.693	63.00	0	0
	5	47329.4	1.362	1.763	63.00	0	0
	6	42398.5	1.302	1.985	63.00	0	0
	7	45469.0	1.123	1.762	63.00	0	0
	8	49258.7	1.222	1.770	70.00	0	0
	9	46680.4	1.245	1.909	65.00	0	0
	10	49995.0	1.217	1.879	81.00	0	0
	11	52306.7	1.070	1.752	77.00	0	0
	12	47616.2	1.419	2.171	66.00	0	0
	13	46763.4	1.325	2.025	64.00	0	0
	14	44580.2	1.344	1.943	62.00	0	0
	15	43134.1	1.395	2.131	64.00	0	0
	16	43641.9	1.290	1.915	63.00	0	0
	17	50289.2	1.205	2.037	57.00	0	0
	18	46204.3	1.219	1.894	69.00	0	0
	19	42179.4	1.320	1.823	62.00	0	0
	20	45673.6	1.362	1.946	68.00	0	0
	21	43847.1	1.236	1.950	64.00	0	0
	22	42344.2	1.387	2.203	65.00	0	0
	23	42405.7	1.302	2.187	61.00	0	0
	24	41519.6	1.356	2.085	68.00	0	0
	25	40130.4	1.464	2.389	59.00	0	0
	26	39728.7	1.521	2.413	62.00	0	0
	27	43703.4	1.469	2.325	65.00	0	0
	28	42127.9	1.440	2.345	65.00	0	0
	29	40700.9	1.646	2.621	66.00	0	0
	30	42325.8	1.369	2.471	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_31	1	42288.2	1.319	1.911	67.00	0	0
	2	43864.5	1.181	1.634	63.00	0	0
	3	44983.7	1.310	1.854	61.00	0	0
	4	48797.7	1.252	1.675	62.00	0	0
	5	44611.0	1.289	1.754	63.00	0	0
	6	45033.9	1.293	1.743	62.00	0	0
	7	43057.1	1.151	1.756	57.00	0	0
	8	41913.8	1.213	1.874	59.00	0	0
	9	40799.7	1.282	1.744	65.00	0	0
	10	41050.1	1.296	1.734	62.00	0	0
	11	43789.5	1.379	1.824	66.00	0	0
	12	41491.6	1.442	1.954	63.00	0	0
	13	48683.7	1.277	1.852	68.00	0	0
	14	40247.5	1.296	2.000	68.00	0	0
	15	48246.8	1.468	2.007	83.00	0	0
	16	45824.8	1.329	1.949	63.00	0	0
	17	43774.7	1.425	1.988	61.00	0	0
	18	42060.1	1.248	1.816	67.00	0	0
	19	39918.2	1.408	2.239	64.00	0	0
	20	40775.6	1.504	2.099	65.00	0	0
	21	43170.9	1.418	2.117	63.00	0	0
	22	48788.2	1.357	1.978	81.00	0	0
	23	41958.2	1.453	2.207	63.00	0	0
	24	43605.3	1.446	2.125	69.00	0	0
	25	41742.3	1.572	2.189	64.00	0	0
	26	43662.9	1.444	2.293	63.00	0	0
	27	41733.2	1.475	2.285	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_33	1	46341.4	1.363	2.523	79.00	0	0
	2	43914.5	1.420	2.049	67.00	0	0
	3	43441.0	1.288	1.886	66.00	0	0
	4	42181.6	1.313	1.812	66.00	0	0
	5	45854.2	1.320	2.063	64.00	0	0
	6	50862.1	1.211	1.979	79.00	0	0
	7	44111.2	1.341	2.169	69.00	0	0
	8	46577.2	1.271	1.872	67.00	0	0
	9	44931.7	1.239	1.931	69.00	0	0
	10	41446.5	1.393	2.295	71.00	0	0
	11	43096.9	1.406	2.145	66.00	0	0
	12	44701.2	1.350	2.211	63.00	0	0
	13	45323.2	1.325	2.067	62.00	0	0
	14	45916.8	1.447	2.047	61.00	0	0
	15	42061.4	1.447	2.149	62.00	0	0
	16	46091.4	1.289	1.919	64.00	0	0
	17	41492.5	1.423	2.337	62.00	0	0
	18	40068.9	1.468	2.235	64.00	0	0
	19	42836.2	1.437	2.133	63.00	0	0
	20	40901.1	1.367	2.034	64.00	0	0
	21	40544.5	1.437	2.030	67.00	0	0
	22	42467.8	1.583	2.437	63.00	0	0
	23	49108.7	1.412	2.115	82.00	0	0
	24	38458.6	1.551	2.491	67.00	0	0
	25	40902.7	1.426	2.411	64.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_35	1	49169.0	1.239	2.036	75.00	0	0
	2	38716.9	1.236	1.716	68.00	0	0
	3	44240.4	1.296	1.688	68.00	0	0
	4	44722.2	1.113	1.535	57.00	0	0
	5	41257.1	1.230	1.713	63.00	0	0
	6	44640.9	1.277	1.629	63.00	0	0
	7	40873.5	1.264	1.759	65.00	0	0
	8	42334.3	1.182	1.683	68.00	0	0
	9	41932.2	1.176	1.678	62.00	0	0
	10	43172.3	1.225	1.877	65.00	0	0
	11	42790.8	1.282	1.839	68.00	0	0
	12	45935.3	1.272	1.947	60.00	0	0
	13	41415.6	1.332	1.895	65.00	0	0
	14	42753.8	1.472	1.901	65.00	0	0
	15	41694.9	1.306	1.884	71.00	0	0
	16	40770.1	1.419	1.938	64.00	0	0
	17	41544.6	1.469	2.022	65.00	0	0
	18	45253.5	1.416	2.089	60.00	0	0
	19	38973.4	1.526	2.121	66.00	0	0
	20	43551.2	1.458	2.063	67.00	0	0
	21	40130.8	1.488	2.425	63.00	0	0
	22	40381.2	1.682	2.437	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	42916.2	1.265	1.986	66.00	0	0
	2	38838.0	1.270	1.798	64.00	0	0
	3	42945.6	1.287	1.674	67.00	0	0
	4	43956.5	1.293	1.720	63.00	0	0
	5	43522.7	1.257	1.617	68.00	0	0
	6	41550.2	1.261	1.702	63.00	0	0
	7	41717.9	1.249	1.619	63.00	0	0
	8	41262.6	1.227	1.663	66.00	0	0
	9	42785.8	1.298	1.718	64.00	0	0
	10	43396.2	1.256	1.627	65.00	0	0
	11	45261.7	1.413	1.715	64.00	0	0
	12	41883.5	1.389	1.702	66.00	0	0
	13	42627.6	1.464	2.149	60.00	0	0
	14	43907.3	1.221	2.024	66.00	0	0
	15	44633.9	1.343	1.859	65.00	0	0
	16	43870.7	1.440	2.135	63.00	0	0
	17	38968.9	1.500	1.947	66.00	0	0
	18	41925.6	1.377	1.987	67.00	0	0
	19	45783.9	1.355	2.024	80.00	0	0
	20	46418.3	1.345	1.991	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_38	1	39396.8	1.878	3.497	64.00	0	0
	2	40644.2	1.604	2.839	65.00	0	0
	3	39932.9	1.423	2.239	64.00	0	0
	4	44728.2	1.566	2.469	84.00	0	0
	5	41709.7	1.465	2.605	80.00	0	0
	6	37063.5	1.368	2.209	64.00	0	0
	7	41288.6	1.639	2.873	67.00	0	0
	8	41360.8	1.471	2.297	67.00	0	0
	9	38414.3	1.622	2.613	68.00	0	0
	10	41935.3	1.351	2.447	65.00	0	0
	11	41634.6	1.465	2.281	68.00	0	0
	12	39877.2	1.417	2.155	65.00	0	0
	13	40712.1	1.584	2.271	63.00	0	0
	14	42672.6	1.437	2.267	66.00	0	0
	15	42206.1	1.382	2.463	67.00	0	0
	16	40973.5	1.589	3.081	63.00	0	0
	17	44292.9	1.527	2.715	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_41	1	38154.1	1.467	2.353	63.00	0	0
	2	43558.7	1.236	1.927	62.00	0	0
	3	43621.9	1.277	1.964	65.00	0	0
	4	41167.9	1.266	1.751	66.00	0	0
	5	42523.3	1.345	1.964	64.00	0	0
	6	42761.5	1.465	1.876	65.00	0	0
	7	42049.9	1.361	1.938	63.00	0	0
	8	40581.1	1.483	2.135	64.00	0	0
	9	41829.2	1.400	1.987	67.00	0	0
	10	42011.5	1.408	2.099	68.00	0	0
	11	40768.9	1.487	2.099	65.00	0	0
	12	41272.9	1.414	2.259	65.00	0	0
	13	43513.7	1.469	2.307	66.00	0	0
	14	45276.5	1.292	2.541	79.00	0	0
	15	40588.9	1.568	2.505	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_42	1	40411.0	1.587	2.629	70.00	0	0
	2	39363.9	1.478	2.289	62.00	0	0
	3	38919.6	1.448	2.149	66.00	0	0
	4	39396.1	1.460	2.165	66.00	0	0
	5	43412.7	1.420	2.019	62.00	0	0
	6	41424.6	1.553	2.083	64.00	0	0
	7	38183.6	1.337	2.042	63.00	0	0
	8	39591.8	1.578	2.093	64.00	0	0
	9	39627.1	1.520	2.399	65.00	0	0
	10	40132.8	1.552	2.183	67.00	0	0
	11	37894.2	1.489	2.305	66.00	0	0
	12	40641.3	1.564	2.425	65.00	0	0
	13	43096.5	1.555	2.693	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_44	1	38313.1	1.527	2.313	67.00	0	0
	2	40188.5	1.282	1.923	62.00	0	0
	3	41889.6	1.357	1.914	69.00	0	0
	4	42064.5	1.378	1.840	63.00	0	0
	5	45914.7	1.250	1.824	80.00	0	0
	6	47240.0	1.194	1.681	77.00	0	0
	7	41233.7	1.218	1.734	66.00	0	0
	8	42609.9	1.324	1.776	65.00	0	0
	9	40714.5	1.338	1.926	65.00	0	0
	10	39507.3	1.295	2.028	65.00	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_46	1	43406.1	1.519	2.887	74.00	0	0
	2	42737.3	1.401	2.343	63.00	0	0
	3	43113.2	1.372	1.992	68.00	0	0
	4	42314.6	1.485	2.375	65.00	0	0
	5	41183.2	1.356	2.119	69.00	0	0
	6	41944.1	1.374	2.337	61.00	0	0
	7	40739.4	1.489	2.391	66.00	0	0
	8	42355.4	1.486	2.489	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_48	1	43976.3	1.423	2.551	86.00	0	0
	2	40800.5	1.432	2.213	71.00	0	0
	3	40373.5	1.494	2.221	67.00	0	0
	4	40853.4	1.495	2.123	66.00	0	0
	5	45667.3	1.353	2.117	81.00	0	0
	6	44372.5	1.240	1.990	84.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_50	1	40948.4	1.454	2.451	73.00	0	0
	2	41548.9	1.399	2.079	67.00	0	0
	3	46458.7	1.359	2.053	68.00	0	0
	4	40132.4	1.289	1.934	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_52	1	42747.4	1.492	2.971	89.00	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	106	5	22.00	0	0
	2	90	4	35.00	0	0
	3	61	2	31.00	0	0
	4	88	4	34.00	0	0
	5	59	2	34.00	0	0
	6	105	5	26.00	0	0
	7	76	3	23.00	0	0
	8	88	3	18.00	0	0
	9	98	4	18.00	0	0
	10	76	3	19.00	0	0
	11	111	5	21.00	0	0
	12	100	5	29.00	0	0
	13	74	3	33.00	0	0
	14	76	3	18.00	0	0
	15	97	5	35.00	0	0
	16	77	3	31.00	0	0
	17	98	4	23.00	0	0
	18	91	4	27.00	0	0
	19	117	5	19.00	0	0
	20	100	5	32.00	0	0
	21	81	3	33.00	0	0
	22	62	2	34.00	0	0
	23	90	4	29.00	0	0
	24	82	3	22.00	0	0
	25	106	5	19.00	0	0
	26	68	2	18.00	0	0
	27	65	2	24.00	0	0
	28	106	5	34.00	0	0
	29	107	5	18.00	0	0
	30	71	3	39.00	0	0
	31	64	2	19.00	0	0
	32	55	2	35.00	0	0
	33	60	2	29.00	0	0
	34	104	5	35.00	0	0
	35	80	3	23.00	0	0
	36	81	3	23.00	0	0
	37	92	4	32.00	0	0
	38	103	5	30.00	0	0
	39	114	5	36.00	0	0
	40	74	3	22.00	0	0
	41	99	4	18.00	0	0
	42	80	3	21.00	0	0
	43	121	5	39.00	0	0
	44	116	5	36.00	0	0
	45	96	4	23.00	0	0
	46	74	3	41.00	0	0
	47	75	3	34.00	0	0
	48	61	2	25.00	0	0
	49	94	4	36.00	0	0
	50	80	3	38.00	0	0
	51	84	3	29.00	0	0
	52	111	5	27.00	0	0
	53	72	2	23.00	0	0
	54	78	3	30.00	0	0
	55	115	5	32.00	0	0
	56	78	3	32.00	0	0
	57	56	2	34.00	0	0
	58	108	5	30.00	0	0
	59	62	2	33.00	0	0
	60	98	4	23.00	0	0
	61	120	5	30.00	0	0
	62	93	4	30.00	0	0
	63	116	5	31.00	0	0
	64	94	4	31.00	0	0
65	64	2	32.00	0	0
66	99	4	27.00	0	0
67	77	3	33.00	0	0
68	113	5	34.00	0	0
69	82	3	32.00	0	0
70	66	2	41.00	0	0
71	120	5	34.00	0	0
72	103	4	35.00	0	0
73	84	3	34.00	0	0
74	123	5	36.00	0	0
75	75	2	25.00	0	0
76	60	2	32.00	0	0
77	88	3	34.00	0	0
78	67	2	34.00	0	0
79	90	3	31.00	0	0
80	64	2	31.00	0	0
81	117	5	27.00	0	0
82	122	5	28.00	0	0
83	112	5	35.00	0	0
84	139	5	29.00	0	0
85	108	4	38.00	0	0
86	64	2	36.00	0	0
87	122	5	35.00	0	0
88	61	2	35.00	0	0
89	82	3	34.00	0	0
90	60	2	33.00	0	0
91	118	5	29.00	0	0
92	82	3	39.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_4	1	120	5	21.00	0	0
	2	111	5	38.00	0	0
	3	58	2	34.00	0	0
	4	88	3	18.00	0	0
	5	102	5	33.00	0	0
	6	106	5	26.00	0	0
	7	94	4	21.00	0	0
	8	63	2	28.00	0	0
	9	74	3	30.00	0	0
	10	106	5	24.00	0	0
	11	72	2	19.00	0	0
	12	75	3	30.00	0	0
	13	43	1	30.00	0	0
	14	75	3	19.00	0	0
	15	58	2	29.00	0	0
	16	90	4	33.00	0	0
	17	75	3	29.00	0	0
	18	61	2	31.00	0	0
	19	103	5	25.00	0	0
	20	80	2	19.00	0	0
	21	74	3	44.00	0	0
	22	91	4	30.00	0	0
	23	100	5	37.00	0	0
	24	44	1	32.00	0	0
	25	115	5	37.00	0	0
	26	60	2	34.00	0	0
	27	106	5	37.00	0	0
	28	102	5	35.00	0	0
	29	97	4	33.00	0	0
	30	76	3	33.00	0	0
	31	92	4	34.00	0	0
	32	107	5	34.00	0	0
	33	92	4	30.00	0	0
	34	78	3	35.00	0	0
	35	116	5	34.00	0	0
	36	107	5	34.00	0	0
	37	111	5	23.00	0	0
	38	91	4	32.00	0	0
	39	129	5	32.00	0	0
	40	76	3	35.00	0	0
	41	63	2	37.00	0	0
	42	84	3	36.00	0	0
	43	79	3	31.00	0	0
	44	112	5	30.00	0	0
	45	72	2	32.00	0	0
	46	110	5	34.00	0	0
	47	78	3	39.00	0	0
	48	91	3	33.00	0	0
	49	65	2	31.00	0	0
	50	123	5	31.00	0	0
	51	83	3	33.00	0	0
	52	89	3	32.00	0	0
	53	104	4	31.00	0	0
	54	73	2	34.00	0	0
	55	108	4	37.00	0	0
	56	83	3	35.00	0	0
	57	102	4	39.00	0	0
	58	107	4	41.00	0	0
	59	70	2	33.00	0	0
	60	95	3	35.00	0	0
	61	68	2	34.00	0	0
	62	73	2	42.00	0	0
	63	122	5	29.00	0	0
	64	94	3	31.00	0	0
65	85	3	32.00	0	0
66	69	2	27.00	0	0
67	73	2	34.00	0	0
68	107	4	31.00	0	0
69	76	2	38.00	0	0
70	70	2	31.00	0	0
71	106	4	32.00	0	0
72	129	5	44.00	0	0
73	136	5	33.00	0	0
74	110	4	36.00	0	0
75	67	2	33.00	0	0
76	81	2	31.00	0	0
77	112	4	32.00	0	0
78	110	4	30.00	0	0
79	101	3	30.00	0	0
80	75	2	34.00	0	0
81	101	4	36.00	0	0
82	123	5	33.00	0	0
83	83	3	34.00	0	0
84	76	2	28.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_6	1	121	5	22.00	0	0
	2	58	2	32.00	0	0
	3	102	4	24.00	0	0
	4	59	2	33.00	0	0
	5	69	2	32.00	0	0
	6	107	5	33.00	0	0
	7	82	3	22.00	0	0
	8	92	4	33.00	0	0
	9	74	3	39.00	0	0
	10	119	5	31.00	0	0
	11	76	3	28.00	0	0
	12	113	5	35.00	0	0
	13	60	2	32.00	0	0
	14	66	2	27.00	0	0
	15	110	5	32.00	0	0
	16	77	3	26.00	0	0
	17	78	3	28.00	0	0
	18	61	2	39.00	0	0
	19	86	4	33.00	0	0
	20	110	5	35.00	0	0
	21	91	4	33.00	0	0
	22	107	5	31.00	0	0
	23	90	4	34.00	0	0
	24	116	5	29.00	0	0
	25	66	2	32.00	0	0
	26	59	2	31.00	0	0
	27	75	3	31.00	0	0
	28	102	4	32.00	0	0
	29	87	3	22.00	0	0
	30	86	3	22.00	0	0
	31	79	3	33.00	0	0
	32	111	5	36.00	0	0
	33	113	5	31.00	0	0
	34	85	3	26.00	0	0
	35	106	5	33.00	0	0
	36	63	2	42.00	0	0
	37	120	5	32.00	0	0
	38	116	5	33.00	0	0
	39	66	2	32.00	0	0
	40	115	5	29.00	0	0
	41	116	5	38.00	0	0
	42	70	2	28.00	0	0
	43	92	3	29.00	0	0
	44	118	5	31.00	0	0
	45	117	5	32.00	0	0
	46	60	2	31.00	0	0
	47	79	3	34.00	0	0
	48	94	3	35.00	0	0
	49	65	2	28.00	0	0
	50	82	3	30.00	0	0
	51	106	4	40.00	0	0
	52	44	1	32.00	0	0
	53	114	5	35.00	0	0
	54	126	5	35.00	0	0
	55	83	3	31.00	0	0
	56	67	2	29.00	0	0
	57	116	5	34.00	0	0
	58	127	5	39.00	0	0
	59	67	2	36.00	0	0
	60	132	5	34.00	0	0
	61	122	5	39.00	0	0
	62	110	4	39.00	0	0
	63	117	5	32.00	0	0
	64	140	5	33.00	0	0
65	119	5	27.00	0	0
66	120	5	32.00	0	0
67	111	4	34.00	0	0
68	103	4	36.00	0	0
69	71	2	36.00	0	0
70	110	4	34.00	0	0
71	140	5	27.00	0	0
72	102	4	35.00	0	0
73	75	2	34.00	0	0
74	138	5	41.00	0	0
75	68	2	27.00	0	0
76	64	2	33.00	0	0
77	116	5	33.00	0	0
78	104	4	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_8	1	123	5	22.00	0	0
	2	97	4	31.00	0	0
	3	85	3	35.00	0	0
	4	93	4	25.00	0	0
	5	79	3	20.00	0	0
	6	104	5	24.00	0	0
	7	75	3	29.00	0	0
	8	110	5	30.00	0	0
	9	83	3	20.00	0	0
	10	104	5	27.00	0	0
	11	95	4	20.00	0	0
	12	70	3	31.00	0	0
	13	82	3	42.00	0	0
	14	109	5	27.00	0	0
	15	60	2	31.00	0	0
	16	55	2	31.00	0	0
	17	81	3	33.00	0	0
	18	86	3	23.00	0	0
	19	105	5	28.00	0	0
	20	62	2	24.00	0	0
	21	75	3	39.00	0	0
	22	76	3	29.00	0	0
	23	102	5	27.00	0	0
	24	109	5	28.00	0	0
	25	101	5	32.00	0	0
	26	78	3	40.00	0	0
	27	119	5	28.00	0	0
	28	96	4	35.00	0	0
	29	74	3	33.00	0	0
	30	82	3	27.00	0	0
	31	103	5	35.00	0	0
	32	58	2	27.00	0	0
	33	110	5	30.00	0	0
	34	72	2	19.00	0	0
	35	50	1	24.00	0	0
	36	50	1	33.00	0	0
	37	112	5	28.00	0	0
	38	78	3	36.00	0	0
	39	100	4	31.00	0	0
	40	94	4	29.00	0	0
	41	65	2	22.00	0	0
	42	77	3	34.00	0	0
	43	107	5	34.00	0	0
	44	139	5	32.00	0	0
	45	81	3	33.00	0	0
	46	115	5	25.00	0	0
	47	73	3	34.00	0	0
	48	95	4	32.00	0	0
	49	115	5	31.00	0	0
	50	63	2	29.00	0	0
	51	79	3	32.00	0	0
	52	47	1	38.00	0	0
	53	62	2	31.00	0	0
	54	118	5	35.00	0	0
	55	69	2	33.00	0	0
	56	59	2	31.00	0	0
	57	107	4	36.00	0	0
	58	80	3	33.00	0	0
	59	120	5	28.00	0	0
	60	126	5	33.00	0	0
	61	117	5	33.00	0	0
	62	66	2	30.00	0	0
	63	85	3	35.00	0	0
	64	96	4	31.00	0	0
65	67	2	29.00	0	0
66	83	3	31.00	0	0
67	63	2	30.00	0	0
68	82	3	33.00	0	0
69	118	5	30.00	0	0
70	102	4	30.00	0	0
71	82	3	34.00	0	0
72	114	5	30.00	0	0
73	110	4	32.00	0	0
74	60	2	39.00	0	0
75	103	4	31.00	0	0
76	101	4	36.00	0	0
77	134	5	37.00	0	0
78	119	5	33.00	0	0
79	83	3	43.00	0	0
80	87	3	40.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_10	1	83	3	22.00	0	0
	2	89	4	34.00	0	0
	3	56	2	35.00	0	0
	4	104	5	33.00	0	0
	5	58	2	33.00	0	0
	6	100	5	37.00	0	0
	7	80	3	32.00	0	0
	8	109	5	29.00	0	0
	9	104	5	33.00	0	0
	10	59	2	32.00	0	0
	11	107	5	37.00	0	0
	12	73	3	31.00	0	0
	13	63	2	31.00	0	0
	14	105	5	33.00	0	0
	15	106	5	29.00	0	0
	16	101	5	34.00	0	0
	17	64	2	31.00	0	0
	18	104	5	31.00	0	0
	19	75	3	26.00	0	0
	20	94	3	28.00	0	0
	21	74	3	34.00	0	0
	22	66	2	32.00	0	0
	23	108	4	19.00	0	0
	24	72	3	33.00	0	0
	25	75	3	34.00	0	0
	26	107	5	39.00	0	0
	27	77	3	31.00	0	0
	28	76	3	30.00	0	0
	29	107	5	30.00	0	0
	30	110	5	35.00	0	0
	31	98	4	32.00	0	0
	32	77	3	33.00	0	0
	33	107	5	32.00	0	0
	34	75	3	33.00	0	0
	35	93	4	27.00	0	0
	36	76	3	32.00	0	0
	37	62	2	30.00	0	0
	38	89	4	29.00	0	0
	39	78	3	28.00	0	0
	40	110	5	28.00	0	0
	41	114	5	36.00	0	0
	42	80	3	34.00	0	0
	43	60	2	36.00	0	0
	44	111	5	30.00	0	0
	45	91	3	35.00	0	0
	46	117	5	32.00	0	0
	47	86	3	30.00	0	0
	48	64	2	27.00	0	0
	49	77	3	33.00	0	0
	50	110	5	23.00	0	0
	51	111	4	38.00	0	0
	52	113	5	29.00	0	0
	53	82	3	32.00	0	0
	54	113	5	26.00	0	0
	55	117	5	38.00	0	0
	56	66	2	37.00	0	0
	57	119	5	21.00	0	0
	58	119	5	31.00	0	0
	59	103	4	39.00	0	0
	60	62	2	32.00	0	0
	61	84	3	33.00	0	0
	62	103	4	39.00	0	0
	63	100	4	32.00	0	0
	64	126	5	31.00	0	0
65	115	5	30.00	0	0
66	121	5	34.00	0	0
67	101	4	35.00	0	0
68	75	2	36.00	0	0
69	113	5	33.00	0	0
70	81	3	32.00	0	0
71	122	5	36.00	0	0
72	122	5	34.00	0	0
73	98	4	47.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_12	1	102	4	21.00	0	0
	2	71	2	21.00	0	0
	3	88	4	37.00	0	0
	4	98	4	20.00	0	0
	5	68	2	33.00	0	0
	6	77	3	31.00	0	0
	7	105	5	29.00	0	0
	8	66	3	26.00	0	0
	9	74	3	33.00	0	0
	10	73	3	30.00	0	0
	11	79	3	22.00	0	0
	12	107	4	21.00	0	0
	13	108	5	25.00	0	0
	14	130	5	25.00	0	0
	15	76	3	28.00	0	0
	16	120	5	22.00	0	0
	17	96	4	24.00	0	0
	18	109	5	34.00	0	0
	19	83	3	29.00	0	0
	20	86	4	33.00	0	0
	21	67	2	32.00	0	0
	22	64	2	26.00	0	0
	23	112	5	34.00	0	0
	24	88	4	28.00	0	0
	25	65	2	26.00	0	0
	26	60	2	40.00	0	0
	27	109	5	36.00	0	0
	28	80	3	28.00	0	0
	29	66	2	42.00	0	0
	30	74	2	20.00	0	0
	31	64	2	27.00	0	0
	32	63	2	27.00	0	0
	33	109	5	32.00	0	0
	34	86	3	32.00	0	0
	35	95	4	31.00	0	0
	36	63	2	36.00	0	0
	37	81	3	32.00	0	0
	38	58	2	33.00	0	0
	39	84	3	33.00	0	0
	40	101	4	40.00	0	0
	41	137	5	30.00	0	0
	42	65	2	28.00	0	0
	43	75	3	33.00	0	0
	44	78	2	34.00	0	0
	45	118	5	32.00	0	0
	46	113	5	33.00	0	0
	47	78	3	32.00	0	0
	48	68	2	33.00	0	0
	49	66	2	28.00	0	0
	50	96	4	29.00	0	0
	51	71	2	28.00	0	0
	52	93	3	30.00	0	0
	53	127	5	46.00	0	0
	54	123	5	36.00	0	0
	55	62	2	29.00	0	0
	56	71	2	37.00	0	0
	57	115	5	33.00	0	0
	58	80	3	32.00	0	0
	59	113	4	34.00	0	0
	60	122	5	30.00	0	0
	61	67	2	35.00	0	0
	62	112	4	37.00	0	0
	63	118	5	32.00	0	0
	64	94	3	37.00	0	0
65	99	4	39.00	0	0
66	97	3	35.00	0	0
67	51	1	35.00	0	0
68	121	5	31.00	0	0
69	117	5	37.00	0	0
70	92	3	34.00	0	0
71	97	4	34.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_14	1	126	5	20.00	0	0
	2	89	4	37.00	0	0
	3	61	2	27.00	0	0
	4	86	4	33.00	0	0
	5	58	2	31.00	0	0
	6	96	4	23.00	0	0
	7	73	3	29.00	0	0
	8	73	3	25.00	0	0
	9	66	2	30.00	0	0
	10	72	3	33.00	0	0
	11	95	4	28.00	0	0
	12	113	5	23.00	0	0
	13	111	5	28.00	0	0
	14	64	2	33.00	0	0
	15	115	5	19.00	0	0
	16	64	2	28.00	0	0
	17	78	3	19.00	0	0
	18	103	5	32.00	0	0
	19	108	5	34.00	0	0
	20	78	3	37.00	0	0
	21	93	4	32.00	0	0
	22	76	3	32.00	0	0
	23	123	5	27.00	0	0
	24	91	4	32.00	0	0
	25	97	4	38.00	0	0
	26	115	5	36.00	0	0
	27	115	5	31.00	0	0
	28	95	4	19.00	0	0
	29	82	3	35.00	0	0
	30	104	5	27.00	0	0
	31	72	2	28.00	0	0
	32	82	3	31.00	0	0
	33	93	4	39.00	0	0
	34	45	1	29.00	0	0
	35	67	2	33.00	0	0
	36	79	3	31.00	0	0
	37	63	2	32.00	0	0
	38	58	2	31.00	0	0
	39	65	2	29.00	0	0
	40	88	3	31.00	0	0
	41	82	3	39.00	0	0
	42	93	3	29.00	0	0
	43	99	4	29.00	0	0
	44	89	3	32.00	0	0
	45	116	5	29.00	0	0
	46	132	5	29.00	0	0
	47	80	3	33.00	0	0
	48	102	4	30.00	0	0
	49	123	5	30.00	0	0
	50	99	4	40.00	0	0
	51	98	4	33.00	0	0
	52	90	3	32.00	0	0
	53	97	4	32.00	0	0
	54	64	2	34.00	0	0
	55	76	2	41.00	0	0
	56	107	4	29.00	0	0
	57	87	3	45.00	0	0
	58	119	5	33.00	0	0
	59	106	4	31.00	0	0
	60	99	4	28.00	0	0
	61	139	5	34.00	0	0
	62	138	5	36.00	0	0
	63	104	4	33.00	0	0
	64	125	5	29.00	0	0
65	112	4	31.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_16	1	93	3	26.00	0	0
	2	59	2	35.00	0	0
	3	105	4	35.00	0	0
	4	93	4	31.00	0	0
	5	76	2	37.00	0	0
	6	116	5	26.00	0	0
	7	121	5	39.00	0	0
	8	61	2	35.00	0	0
	9	109	5	30.00	0	0
	10	70	2	33.00	0	0
	11	91	4	26.00	0	0
	12	110	5	28.00	0	0
	13	107	5	30.00	0	0
	14	78	3	36.00	0	0
	15	75	3	30.00	0	0
	16	85	3	20.00	0	0
	17	83	3	31.00	0	0
	18	77	3	36.00	0	0
	19	102	4	33.00	0	0
	20	114	5	34.00	0	0
	21	70	2	36.00	0	0
	22	60	2	36.00	0	0
	23	118	5	28.00	0	0
	24	114	5	31.00	0	0
	25	115	5	31.00	0	0
	26	107	4	25.00	0	0
	27	73	2	34.00	0	0
	28	86	3	28.00	0	0
	29	85	3	34.00	0	0
	30	103	4	29.00	0	0
	31	47	1	31.00	0	0
	32	68	2	31.00	0	0
	33	80	3	30.00	0	0
	34	106	4	34.00	0	0
	35	118	5	36.00	0	0
	36	68	2	32.00	0	0
	37	93	3	39.00	0	0
	38	86	3	43.00	0	0
	39	59	2	32.00	0	0
	40	115	5	36.00	0	0
	41	115	4	41.00	0	0
	42	107	4	22.00	0	0
	43	131	5	30.00	0	0
	44	125	5	28.00	0	0
	45	118	5	34.00	0	0
	46	62	2	35.00	0	0
	47	76	2	38.00	0	0
	48	85	3	29.00	0	0
	49	90	3	26.00	0	0
	50	75	2	34.00	0	0
	51	118	5	40.00	0	0
	52	122	5	34.00	0	0
	53	102	4	32.00	0	0
	54	86	3	34.00	0	0
	55	89	3	32.00	0	0
	56	85	3	30.00	0	0
	57	85	3	32.00	0	0
	58	88	3	34.00	0	0
	59	101	4	31.00	0	0
	60	87	3	33.00	0	0
	61	125	5	42.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_18	1	83	3	21.00	0	0
	2	95	4	26.00	0	0
	3	75	3	26.00	0	0
	4	68	2	31.00	0	0
	5	89	4	32.00	0	0
	6	93	4	34.00	0	0
	7	97	4	34.00	0	0
	8	97	5	25.00	0	0
	9	76	3	31.00	0	0
	10	62	2	23.00	0	0
	11	89	4	32.00	0	0
	12	111	5	29.00	0	0
	13	61	2	30.00	0	0
	14	73	3	30.00	0	0
	15	113	5	24.00	0	0
	16	94	4	34.00	0	0
	17	83	4	37.00	0	0
	18	60	2	34.00	0	0
	19	111	5	34.00	0	0
	20	61	2	29.00	0	0
	21	85	3	32.00	0	0
	22	82	3	32.00	0	0
	23	45	1	33.00	0	0
	24	96	4	33.00	0	0
	25	76	3	28.00	0	0
	26	67	2	34.00	0	0
	27	114	5	30.00	0	0
	28	85	4	34.00	0	0
	29	93	4	42.00	0	0
	30	70	2	24.00	0	0
	31	75	2	25.00	0	0
	32	108	5	33.00	0	0
	33	80	3	29.00	0	0
	34	61	2	33.00	0	0
	35	98	4	38.00	0	0
	36	94	4	32.00	0	0
	37	109	5	39.00	0	0
	38	64	2	27.00	0	0
	39	65	2	35.00	0	0
	40	90	4	33.00	0	0
	41	66	2	30.00	0	0
	42	111	5	35.00	0	0
	43	67	2	32.00	0	0
	44	78	3	31.00	0	0
	45	85	3	23.00	0	0
	46	130	5	31.00	0	0
	47	94	3	30.00	0	0
	48	87	3	22.00	0	0
	49	98	4	33.00	0	0
	50	67	2	30.00	0	0
	51	119	5	40.00	0	0
	52	95	4	40.00	0	0
	53	96	4	30.00	0	0
	54	116	5	34.00	0	0
	55	118	5	34.00	0	0
	56	119	5	38.00	0	0
	57	71	2	42.00	0	0
	58	105	4	34.00	0	0
	59	93	4	34.00	0	0
	60	97	4	33.00	0	0
	61	71	2	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_20	1	123	5	23.00	0	0
	2	94	4	30.00	0	0
	3	100	5	40.00	0	0
	4	111	5	38.00	0	0
	5	76	3	38.00	0	0
	6	79	3	33.00	0	0
	7	75	2	27.00	0	0
	8	111	5	26.00	0	0
	9	73	3	31.00	0	0
	10	60	2	30.00	0	0
	11	94	4	23.00	0	0
	12	83	3	32.00	0	0
	13	48	1	30.00	0	0
	14	59	2	29.00	0	0
	15	90	4	37.00	0	0
	16	117	5	33.00	0	0
	17	80	3	33.00	0	0
	18	108	5	31.00	0	0
	19	96	4	33.00	0	0
	20	66	2	37.00	0	0
	21	113	5	38.00	0	0
	22	93	4	28.00	0	0
	23	127	5	31.00	0	0
	24	74	2	33.00	0	0
	25	98	4	31.00	0	0
	26	86	3	23.00	0	0
	27	67	2	39.00	0	0
	28	82	3	35.00	0	0
	29	72	2	30.00	0	0
	30	76	3	37.00	0	0
	31	60	2	42.00	0	0
	32	113	5	27.00	0	0
	33	93	3	25.00	0	0
	34	79	2	31.00	0	0
	35	86	3	29.00	0	0
	36	84	3	30.00	0	0
	37	63	2	35.00	0	0
	38	64	2	32.00	0	0
	39	62	2	31.00	0	0
	40	84	3	32.00	0	0
	41	65	2	35.00	0	0
	42	73	2	33.00	0	0
	43	70	2	29.00	0	0
	44	90	3	38.00	0	0
	45	62	2	33.00	0	0
	46	84	3	52.00	0	0
	47	114	5	39.00	0	0
	48	83	3	32.00	0	0
	49	86	3	36.00	0	0
	50	102	4	33.00	0	0
	51	115	5	35.00	0	0
	52	101	4	32.00	0	0
	53	120	5	27.00	0	0
	54	83	3	30.00	0	0
	55	86	3	35.00	0	0
	56	125	5	36.00	0	0
	57	62	2	36.00	0	0
	58	96	3	27.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_21	1	82	3	30.00	0	0
	2	74	3	32.00	0	0
	3	104	5	32.00	0	0
	4	102	4	32.00	0	0
	5	92	4	31.00	0	0
	6	109	5	36.00	0	0
	7	77	3	27.00	0	0
	8	119	5	26.00	0	0
	9	58	2	35.00	0	0
	10	107	5	28.00	0	0
	11	91	4	27.00	0	0
	12	99	4	23.00	0	0
	13	57	1	34.00	0	0
	14	65	2	33.00	0	0
	15	74	3	36.00	0	0
	16	86	3	32.00	0	0
	17	83	3	34.00	0	0
	18	121	5	25.00	0	0
	19	68	2	32.00	0	0
	20	65	2	28.00	0	0
	21	117	5	32.00	0	0
	22	46	1	29.00	0	0
	23	132	5	29.00	0	0
	24	121	5	20.00	0	0
	25	85	3	33.00	0	0
	26	74	3	32.00	0	0
	27	110	4	37.00	0	0
	28	99	4	22.00	0	0
	29	100	4	36.00	0	0
	30	93	4	28.00	0	0
	31	92	4	36.00	0	0
	32	69	2	33.00	0	0
	33	71	2	33.00	0	0
	34	102	4	32.00	0	0
	35	96	4	30.00	0	0
	36	121	5	35.00	0	0
	37	84	3	30.00	0	0
	38	116	5	33.00	0	0
	39	64	2	36.00	0	0
	40	95	4	38.00	0	0
	41	124	5	31.00	0	0
	42	80	3	34.00	0	0
	43	95	4	38.00	0	0
	44	53	1	27.00	0	0
	45	63	2	42.00	0	0
	46	80	3	32.00	0	0
	47	82	3	30.00	0	0
	48	82	3	31.00	0	0
	49	88	3	21.00	0	0
	50	93	3	30.00	0	0
	51	119	5	31.00	0	0
	52	102	3	33.00	0	0
	53	107	4	25.00	0	0
	54	122	5	35.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_24	1	67	2	25.00	0	0
	2	65	2	33.00	0	0
	3	61	2	43.00	0	0
	4	64	2	34.00	0	0
	5	116	5	33.00	0	0
	6	114	5	32.00	0	0
	7	93	4	36.00	0	0
	8	58	2	32.00	0	0
	9	76	2	23.00	0	0
	10	91	3	34.00	0	0
	11	64	2	25.00	0	0
	12	100	4	32.00	0	0
	13	118	5	29.00	0	0
	14	49	1	30.00	0	0
	15	82	3	27.00	0	0
	16	122	5	21.00	0	0
	17	61	2	30.00	0	0
	18	130	5	21.00	0	0
	19	59	2	31.00	0	0
	20	110	4	29.00	0	0
	21	107	5	25.00	0	0
	22	48	1	38.00	0	0
	23	75	3	37.00	0	0
	24	75	3	36.00	0	0
	25	81	3	31.00	0	0
	26	96	3	34.00	0	0
	27	59	2	37.00	0	0
	28	117	5	31.00	0	0
	29	68	2	32.00	0	0
	30	61	2	36.00	0	0
	31	80	3	35.00	0	0
	32	113	5	38.00	0	0
	33	83	3	32.00	0	0
	34	106	4	21.00	0	0
	35	131	5	32.00	0	0
	36	111	5	37.00	0	0
	37	82	3	30.00	0	0
	38	100	4	33.00	0	0
	39	59	2	33.00	0	0
	40	79	3	34.00	0	0
	41	132	5	35.00	0	0
	42	64	2	30.00	0	0
	43	67	2	28.00	0	0
	44	98	3	34.00	0	0
	45	60	2	38.00	0	0
	46	86	3	31.00	0	0
	47	125	5	34.00	0	0
	48	64	2	30.00	0	0
	49	83	2	28.00	0	0
	50	118	5	32.00	0	0
	51	121	5	23.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_26	1	117	5	29.00	0	0
	2	93	4	35.00	0	0
	3	60	2	37.00	0	0
	4	114	5	36.00	0	0
	5	92	4	37.00	0	0
	6	83	3	28.00	0	0
	7	70	2	26.00	0	0
	8	62	2	32.00	0	0
	9	116	5	29.00	0	0
	10	80	3	34.00	0	0
	11	100	4	34.00	0	0
	12	119	5	29.00	0	0
	13	63	2	33.00	0	0
	14	115	5	30.00	0	0
	15	72	2	32.00	0	0
	16	119	5	30.00	0	0
	17	73	3	33.00	0	0
	18	46	1	30.00	0	0
	19	91	3	39.00	0	0
	20	121	5	31.00	0	0
	21	63	2	32.00	0	0
	22	67	2	37.00	0	0
	23	66	2	32.00	0	0
	24	77	2	34.00	0	0
	25	123	5	37.00	0	0
	26	84	3	39.00	0	0
	27	89	3	36.00	0	0
	28	89	3	29.00	0	0
	29	112	5	34.00	0	0
	30	70	2	31.00	0	0
	31	116	5	34.00	0	0
	32	52	1	34.00	0	0
	33	122	5	30.00	0	0
	34	104	4	30.00	0	0
	35	75	2	35.00	0	0
	36	120	5	29.00	0	0
	37	119	5	29.00	0	0
	38	83	3	26.00	0	0
	39	104	4	32.00	0	0
	40	128	5	36.00	0	0
	41	123	5	29.00	0	0
	42	87	3	33.00	0	0
	43	74	2	30.00	0	0
	44	103	4	34.00	0	0
	45	122	5	33.00	0	0
	46	87	3	35.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_28	1	82	3	23.00	0	0
	2	82	3	33.00	0	0
	3	58	2	33.00	0	0
	4	118	5	36.00	0	0
	5	101	4	34.00	0	0
	6	108	5	36.00	0	0
	7	94	3	34.00	0	0
	8	119	5	37.00	0	0
	9	64	2	37.00	0	0
	10	81	3	32.00	0	0
	11	91	4	30.00	0	0
	12	115	5	33.00	0	0
	13	78	3	32.00	0	0
	14	100	4	31.00	0	0
	15	78	3	39.00	0	0
	16	134	5	28.00	0	0
	17	73	2	23.00	0	0
	18	65	2	32.00	0	0
	19	77	3	35.00	0	0
	20	115	5	35.00	0	0
	21	79	3	39.00	0	0
	22	75	3	41.00	0	0
	23	122	5	32.00	0	0
	24	101	3	24.00	0	0
	25	120	4	33.00	0	0
	26	99	4	32.00	0	0
	27	82	3	34.00	0	0
	28	81	3	28.00	0	0
	29	114	5	32.00	0	0
	30	118	5	29.00	0	0
	31	120	5	30.00	0	0
	32	68	2	37.00	0	0
	33	106	4	25.00	0	0
	34	98	4	41.00	0	0
	35	90	3	33.00	0	0
	36	117	5	34.00	0	0
	37	68	2	32.00	0	0
	38	61	2	34.00	0	0
	39	80	3	34.00	0	0
	40	71	2	27.00	0	0
	41	122	5	33.00	0	0
	42	67	2	33.00	0	0
	43	70	2	32.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_29	1	124	5	25.00	0	0
	2	123	5	32.00	0	0
	3	129	5	32.00	0	0
	4	115	5	38.00	0	0
	5	94	4	28.00	0	0
	6	130	5	37.00	0	0
	7	79	2	25.00	0	0
	8	98	4	28.00	0	0
	9	102	4	32.00	0	0
	10	115	5	33.00	0	0
	11	93	3	30.00	0	0
	12	101	4	28.00	0	0
	13	71	2	33.00	0	0
	14	83	3	31.00	0	0
	15	102	4	37.00	0	0
	16	106	4	29.00	0	0
	17	62	2	34.00	0	0
	18	103	4	35.00	0	0
	19	108	4	36.00	0	0
	20	107	4	31.00	0	0
	21	105	4	29.00	0	0
	22	75	2	29.00	0	0
	23	53	1	26.00	0	0
	24	132	5	32.00	0	0
	25	123	5	34.00	0	0
	26	87	3	41.00	0	0
	27	127	5	33.00	0	0
	28	118	5	30.00	0	0
	29	84	3	32.00	0	0
	30	93	3	32.00	0	0
	31	105	4	30.00	0	0
	32	103	4	31.00	0	0
	33	119	5	34.00	0	0
	34	89	3	30.00	0	0
	35	90	3	40.00	0	0
	36	87	3	33.00	0	0
	37	65	2	30.00	0	0
	38	106	4	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_32	1	99	4	24.00	0	0
	2	78	3	35.00	0	0
	3	91	4	38.00	0	0
	4	81	3	25.00	0	0
	5	106	5	28.00	0	0
	6	63	2	31.00	0	0
	7	92	3	29.00	0	0
	8	62	2	29.00	0	0
	9	79	3	31.00	0	0
	10	94	4	36.00	0	0
	11	115	5	33.00	0	0
	12	92	4	35.00	0	0
	13	58	2	39.00	0	0
	14	113	5	33.00	0	0
	15	66	2	33.00	0	0
	16	102	4	30.00	0	0
	17	71	2	33.00	0	0
	18	99	4	29.00	0	0
	19	119	5	19.00	0	0
	20	81	3	37.00	0	0
	21	96	3	31.00	0	0
	22	78	3	34.00	0	0
	23	97	4	32.00	0	0
	24	88	3	21.00	0	0
	25	66	2	33.00	0	0
	26	70	2	42.00	0	0
	27	114	5	35.00	0	0
	28	115	5	35.00	0	0
	29	65	2	32.00	0	0
	30	83	3	30.00	0	0
	31	66	2	38.00	0	0
	32	95	4	34.00	0	0
	33	85	3	30.00	0	0
	34	119	5	34.00	0	0
	35	83	3	37.00	0	0
	36	100	4	36.00	0	0
	37	74	2	40.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_34	1	121	4	29.00	0	0
	2	94	3	47.00	0	0
	3	121	5	31.00	0	0
	4	107	3	40.00	0	0
	5	61	2	34.00	0	0
	6	131	5	40.00	0	0
	7	86	3	30.00	0	0
	8	117	5	30.00	0	0
	9	100	4	37.00	0	0
	10	128	5	36.00	0	0
	11	69	2	26.00	0	0
	12	97	4	28.00	0	0
	13	69	2	40.00	0	0
	14	76	2	36.00	0	0
	15	72	2	35.00	0	0
	16	101	4	35.00	0	0
	17	78	2	31.00	0	0
	18	127	5	26.00	0	0
	19	124	5	33.00	0	0
	20	128	5	27.00	0	0
	21	107	4	25.00	0	0
	22	118	5	28.00	0	0
	23	100	3	29.00	0	0
	24	102	4	34.00	0	0
	25	131	5	43.00	0	0
	26	88	3	30.00	0	0
	27	121	5	31.00	0	0
	28	128	5	31.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_36	1	121	5	25.00	0	0
	2	66	2	33.00	0	0
	3	116	5	35.00	0	0
	4	113	5	35.00	0	0
	5	73	3	33.00	0	0
	6	87	3	36.00	0	0
	7	81	3	30.00	0	0
	8	69	2	30.00	0	0
	9	96	3	33.00	0	0
	10	65	2	34.00	0	0
	11	80	3	34.00	0	0
	12	120	5	39.00	0	0
	13	76	3	37.00	0	0
	14	84	3	28.00	0	0
	15	102	4	38.00	0	0
	16	89	3	30.00	0	0
	17	63	2	33.00	0	0
	18	115	4	38.00	0	0
	19	70	2	31.00	0	0
	20	121	5	33.00	0	0
	21	70	2	30.00	0	0
	22	67	2	37.00	0	0
	23	123	5	32.00	0	0
	24	99	4	31.00	0	0
	25	71	2	36.00	0	0
	26	113	5	32.00	0	0
	27	118	5	31.00	0	0
	28	81	3	36.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_39	1	123	5	28.00	0	0
	2	82	3	37.00	0	0
	3	71	2	31.00	0	0
	4	101	4	33.00	0	0
	5	99	3	33.00	0	0
	6	79	3	38.00	0	0
	7	112	5	35.00	0	0
	8	125	5	32.00	0	0
	9	64	2	31.00	0	0
	10	118	5	28.00	0	0
	11	101	4	38.00	0	0
	12	76	3	33.00	0	0
	13	114	5	33.00	0	0
	14	78	3	34.00	0	0
	15	129	5	29.00	0	0
	16	84	3	28.00	0	0
	17	115	5	29.00	0	0
	18	120	5	32.00	0	0
	19	119	5	32.00	0	0
	20	79	3	29.00	0	0
	21	66	2	30.00	0	0
	22	83	3	30.00	0	0
	23	75	2	28.00	0	0
	24	82	3	34.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_40	1	125	5	27.00	0	0
	2	62	2	39.00	0	0
	3	134	5	42.00	0	0
	4	135	5	32.00	0	0
	5	114	4	34.00	0	0
	6	132	5	38.00	0	0
	7	86	3	33.00	0	0
	8	97	4	36.00	0	0
	9	117	5	36.00	0	0
	10	115	5	34.00	0	0
	11	85	3	34.00	0	0
	12	105	4	33.00	0	0
	13	72	2	28.00	0	0
	14	65	2	37.00	0	0
	15	113	5	35.00	0	0
	16	71	2	44.00	0	0
	17	119	5	28.00	0	0
	18	96	4	31.00	0	0
	19	85	3	35.00	0	0
	20	71	2	30.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_43	1	122	4	29.00	0	0
	2	123	5	26.00	0	0
	3	94	3	32.00	0	0
	4	66	2	34.00	0	0
	5	123	5	36.00	0	0
	6	119	5	35.00	0	0
	7	100	4	34.00	0	0
	8	129	5	32.00	0	0
	9	84	3	38.00	0	0
	10	102	4	38.00	0	0
	11	121	5	34.00	0	0
	12	88	3	33.00	0	0
	13	69	2	28.00	0	0
	14	90	3	31.00	0	0
	15	95	3	29.00	0	0
	16	123	5	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_45	1	70	2	27.00	0	0
	2	62	2	40.00	0	0
	3	82	3	25.00	0	0
	4	99	4	31.00	0	0
	5	73	2	42.00	0	0
	6	119	5	32.00	0	0
	7	89	3	37.00	0	0
	8	85	3	32.00	0	0
	9	116	5	29.00	0	0
	10	48	1	37.00	0	0
	11	112	5	32.00	0	0
	12	89	3	30.00	0	0
	13	83	3	30.00	0	0
	14	68	2	33.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_47	1	56	1	29.00	0	0
	2	89	3	36.00	0	0
	3	103	4	35.00	0	0
	4	125	5	37.00	0	0
	5	103	4	33.00	0	0
	6	119	5	35.00	0	0
	7	120	5	35.00	0	0
	8	58	2	45.00	0	0
	9	93	3	33.00	0	0
	10	68	2	28.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_49	1	124	5	31.00	0	0
	2	77	2	45.00	0	0
	3	68	2	32.00	0	0
	4	111	4	27.00	0	0
	5	108	4	30.00	0	0
	6	65	2	37.00	0	0
	7	78	2	28.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_51	1	149	5	29.00	0	0
	2	109	4	26.00	0	0
	3	109	4	34.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_53	1	96	3	32.00	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	medium
cpu	4
memory	8GB
disk_size	40GB
disk_backed	block storage
image_name	hadoop_kmeans
Notes	some text

Cloud High Level Information and Availability
Parameter	Value
Name	IncloudOS
Type	private
Sut_Type	whitebox
Virtualized	KVM
Manager_Protocol	InCloudOS
Manager_Version	V6
Hardware_Availability	Jul-2023
Software/Service_Availability	Oct-2023
Geographic_Distribution	1
Notes	Cloud management deputy nodes reside at all data centers SUT exists in 3 different buildings within same campus Campus network backbone is infinet10000.

Cloud Under Test Software Levels
Parameter	Value
Python_version	2.7.9
JVM_version	1.8.0_45
Hadoop_version	2.5.7
Cassandra_version	2.1.20
Notes	All software compiled locally from git source archives Compiler options - debug, 128bits, optimized Internal database set to emulate Cassandra API.

Benchmark Harness Node
Parameter	Value
Vendor	IEIT Systems Co.,Ltd.
Platform	NF5280-M7-A0-R0-00
CPU_Description	Intel Xeon Platinum 8480+
CPU_Frequency_MHz	2000
RAM_Memory	192 GB, ECC, DDR5, 4800MHz
Local_Storage	2 x 1.6TB NVMe SSD
Quantity	1
Availability_Date	Jul-2023
OS_Version	KOS 5.8
OS_Availability_Date	Oct-2023
Network_Adapter_1	Intel Corporation I350 Gigabit Network Connection
Network_Adapter_2	Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection
Network_port_type_1	1000BASE-T
Network_port_type_2	10GBASE-SR
Network_speed_port_1	1 Gb/s
Network_speed_port_2	10 Gb/s
Notes	None

Cloud Manager Node
Parameter	Value
Hw_Vendor	IEIT Systems Co.,Ltd.
Hw_Platform	NF5280-M7-A0-R0-00
CPU_Type	Intel Xeon Platinum 8480+
CPU_Count	2
CPU_Cores_Per	56
CPU_Frequency_MHz	200
RAM_Memory_GB	512
Primary_Cache_KB	32 KB I + 48 KB D on chip per core
Secondary_Cache_KB	2MB I+D on chip per core
RAM_Memory_Type	32GB ECC DDR5 4800 MHz
Hw_Availability_Date	Jul-2023
Local_Storage	2 x 1.6TB NVMe SSD
Quantity	3
Virtualized	KVM
Network_Adapter_1	1 x Intel Corporation I350 Gigabit Network Connection
Network_Adapter_2	1 x Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection
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	KOS 5.8
OS_Availability_Date	Oct-2023
Notes	None

Cloud Computes Nodes
Parameter	Value
type 1_Compute_nodes	9
type 1_Hw_Vendor	IEIT Systems Co.,Ltd.
type 1_Hw_Platform	NF5280-M7-A0-R0-00
type 1_Quantity	9
type 1_CPU_Type	Intel Xeon Platinum 8480+
type 1_CPU_Count	2
type 1_CPU_Cores_Per	56
type 1_CPU_Frequency_MHz	2000
type 1_RAM_Memory_GB	512
type 1_Primary_Cache_KB	32 KB I + 48 KB D on chip per core
type 1_Secondary_Cache_KB	2 MB I+D on chip per core
type 1_RAM_Memory_Type	32GB ECC DDR5 4800 MHz
type 1_Hw_Availability_Date	Jul-2023
type 1_Local_Storage	2 x 1.6TB NVMe SSD
type 1_Virtualized	KVM
type 1_Network_Adapter_1	1 x Intel Corporation I350 Gigabit Network Connection
type 1_Network_Adapter_2	1 x Intel Corporation X710 10-Gigabit SFI/SFP+ Network connection
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	KOS 5.8
type 1_OS_Availability_Date	Oct-2023
type 1_Notes	None