SPEC Cloud IaaS 2018 Benchmark

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

Cloud Vendor: Inspur
Cloud Type / SUT Type: private/whitebox
Hardware Platform: Inspur
Hypervisor: KVM
Cloud Infrastructure: InCloudOS V6

Replicated Application Instances: 39 copies
        Performance Score: 48.7
        Relative Scalability: 91.2%
        Mean Instance Provisioning Time: 31s

Tested by: Inspur

SPEC Licence Number : 3358

Test Date : Nov 10, 2022

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: 2022-11-10_05:37:23_UTC
Scale-out End Time: 2022-11-10_08:28:47_UTC
Test Region: CN Central Standard Time

Cloud Informational Metrics
AI Provisioning Success: 89.13%
AI Run Success: 100.00
Total Instances: 251

Reference ID: test21

Performance Summary

Baseline Summary Results for YCSB
	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	AI Provisioning Time (s)
Average	29380.1	3.680	4.871	133.6

Baseline Summary Results for KMeans

Completion Time (s) AI Provisioning Time (s)

Average 128.88 112.0

Baseline Summary Results for KMeans
	Completion Time (s)	AI Provisioning Time (s)
Average	128.88	112.0

Scale-out Summary Results for YCSB for 17 Valid AIs
Av. Throughput (ops/s)	Av. Insert Latency 99% (ms)	Av. Read Latency 99% (ms)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
35531.1	5.074	6.160	182.2	18.06	84.25

Scale-out Summary Results for KMeans for 22 Valid AIs

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

106.7 121.2 30.65 98.10

Scale-out Summary Results for KMeans for 22 Valid AIs
Av. Completion Time (s)	Av. Provisioning Time (s)	Performance Score	Relative Scalability (%)
106.7	121.2	30.65	98.10

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	49	0	38000.7	6.264	6.145	116.0	3.0
ai_4	83	0	69490.9	1.281	1.731	109.0	383.0
ai_6	29	0	27055.1	6.249	6.927	123.0	902.0
ai_8	69	0	65215.5	1.394	1.871	106.0	1366.0
ai_11	0	5	0.0	0.000	0.000	0.0	1933.0
ai_13	0	5	0.0	0.000	0.000	0.0	2480.0
ai_14	26	0	29209.6	2.888	4.768	123.0	2918.0
ai_16	17	0	20823.4	7.733	8.884	134.0	3289.0
ai_18	17	0	21675.4	7.634	8.522	140.0	3730.0
ai_20	12	0	17422.7	8.348	9.721	358.0	4233.0
ai_22	40	0	58381.1	1.695	2.401	112.0	4574.0
ai_24	9	0	14509.8	10.166	11.581	148.0	5138.0
ai_27	12	0	21365.8	5.051	7.094	148.0	5674.0
ai_29	0	5	0.0	0.000	0.000	0.0	6131.0
ai_31	0	5	0.0	0.000	0.000	0.0	6483.0
ai_32	9	0	20778.7	4.037	5.843	364.0	6795.0
ai_35	20	0	57123.5	1.905	2.625	119.0	7334.0
ai_37	4	0	14838.2	10.267	11.131	372.0	7682.0
ai_39	3	0	15903.8	7.847	10.063	373.0	8209.0
ai_41	13	0	64598.5	1.270	2.087	120.0	8513.0
ai_43	6	0	47636.6	2.232	3.319	133.0	9096.0
ai_44	0	2	0.0	0.000	0.000	395.0	9507.0
ai_46	0	4	0.0	0.000	0.000	0.0	10069.0

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	93	0	80.47	86.0	9.0
ai_3	53	0	133.62	105.0	360.0
ai_5	38	0	186.92	109.0	707.0
ai_7	37	0	179.95	114.0	1200.0
ai_9	76	0	84.78	80.0	1508.0
ai_10	57	0	109.00	100.0	1882.0
ai_12	50	0	118.46	99.0	2471.0
ai_15	60	0	88.37	87.0	2998.0
ai_17	55	0	91.40	89.0	3365.0
ai_19	49	0	94.96	87.0	3851.0
ai_21	48	0	90.69	135.0	4309.0
ai_23	34	0	108.94	175.0	4665.0
ai_25	44	0	84.27	94.0	5152.0
ai_26	35	0	100.40	95.0	5605.0
ai_28	0	3	0	0.0	5983.0
ai_30	5	0	304.60	276.0	6374.0
ai_33	20	0	124.80	131.0	6798.0
ai_34	22	0	99.73	100.0	7127.0
ai_36	21	0	94.43	152.0	7451.0
ai_38	16	0	95.50	107.0	7992.0
ai_40	16	0	80.00	91.0	8469.0
ai_42	3	0	275.33	257.0	8968.0
ai_45	6	0	76.33	98.0	9567.0
ai_47	0	2	0	105.0	10073.0

Validation, Errors, and Issues

Stopping condition reason: Benchmark stopped because number of AIs reporting results reached the configured value. Result received from AIs:40, _rules_reported_ais:40, _ais_issued:47:NOK
0 YCSB AIs removed due to 60/40 rule
0 KMeans AIs removed due to 60/40 rule
1 YCSB AIs with zero runs
1 KMeans AIs with zero runs
0 YCSB AIs that failed to provision
1 KMeans AIs that failed to provision
4 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 4GB

disk_size 40GB

disk_backed block storage

image_name hadoop_kmeans

Notes None

Instance Configuration Hadoop Slave

Parameter Value

instance_type_name medium

cpu 4

memory 4GB

disk_size 40GB

disk_backed block storage

image_name hadoop_kmeans

Notes None

Instance Configuration YCSB

Parameter Value

instance_type_name medium

cpu 4

memory 4GB

disk_size 40GB

disk_backed block storage

image_name cassandra_ycsb

Notes None

Instance Configuration Cassandra

Parameter Value

instance_type_name medium

cpu 4

memory 4GB

disk_size 40GB

disk_backed block storage

image_name cassandra_ycsb

Notes None

Cloud High Level Information and Availability

Parameter Value

Name IncloudOpenStack

Type private

Sut_Type whitebox

Virtualized KVM

Manager_Protocol InCloudOS

Manager_Version V6

Hardware_Availability May-2022

Software/Service_Availability May-2022

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 Inspur

Platform CS5280H

CPU_Description Hygon C86 7285 32-core Processor

CPU_Frequency_MHz 2000

RAM_Memory 256 GB, ECC, DDR4, 2933MHz RDIMM

Local_Storage 2 x 900GB SATA SSD, RAID 1

Quantity 1

Availability_Date May-2022

OS_Version Ubuntu 16.04.2 LTS

OS_Availability_Date Nov-2019

Network_Adapter_1 Intel Corporation I350 Gigabit Network Connection

Network_Adapter_2 Intel Corporation 82599ES 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 the control machine is KVM virtual machine

Cloud Manager Node

Parameter Value

Hw_Vendor Inspur

Hw_Platform CS5280H

CPU_Type Hygon C86 7285 32-core Processor

CPU_Count 2

CPU_Cores_Per 32

CPU_Frequency_MHz 2000

RAM_Memory_GB 256

RAM_Memory_Type 32GB ECC DDR4 2933 MHz

Hw_Availability_Date May-2022

Local_Storage 2 x 900GB SATA SSD RAID1,10 x 1.636TB SAS HDD RAID5

Quantity 1

Virtualized KVM

Network_Adapter_1 Intel Corporation I350 Gigabit Network Connection

Network_Adapter_2 Intel Corporation 82599ES 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 Inspur KOS

OS_Availability_Date May-2022

Notes None

Cloud Computes Nodes

Parameter Value

type 1_Compute_nodes 7

type 1_Hw_Vendor Inspur(NF5280M6)

type 1_Hw_Platform Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz

type 1_Quantity 7

type 1_CPU_Type x86

type 1_CPU_Count 2

type 1_CPU_Cores_Per 32

type 1_CPU_Frequency_MHz 2600

type 1_RAM_Memory_GB 512GB

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

type 1_Secondary_Cache_KB 1.25 MB I+D per core, on chip

type 1_RAM_Memory_Type 32GB ECC DDR4 3200 MHz

type 1_Hw_Availability_Date May-2021

type 1_Local_Storage 2 x 480GB SATA SSD RAID1,1 x 3TB Nvme

type 1_Virtualized KVM

type 1_Network_Adapter_1 Intel Corporation I350 Gigabit Network Connection

type 1_Network_Adapter_2 Intel Corporation 82599ES 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 Inspur KOS

type 1_OS_Availability_Date May-2022

type 1_Notes None

type 2_Compute_nodes 1

type 2_Hw_Vendor Inspur(CS5280H)

type 2_Hw_Platform Hygon C86 7285 32-core Processor

type 2_Quantity 1

type 2_CPU_Type x86

type 2_CPU_Count 2

type 2_CPU_Cores_Per 32

type 2_CPU_Frequency_MHz 2000

type 2_RAM_Memory_GB 256GB

type 2_RAM_Memory_Type 32GB ECC DDR4 2933 MHz

type 2_Hw_Availability_Date May-2022

type 2_Local_Storage 2 x 900GB SATA SSD RAID1,10 x 1.636TB SAS HDD RAID5

type 2_Virtualized KVM

type 2_Network_Adapter_1 Intel Corporation I350 Gigabit Network Connection

type 2_Network_Adapter_2 Intel Corporation 82599ES 10-Gigabit SFI/SFP+ Network Connection

type 2_Network_port_type_1 1000BASE-T

type 2_Network_port_type_2 10GBASE-SR

type 2_Network_speed_port_1 1 Gb/s

type 2_Network_speed_port_2 10 Gb/s

type 2_OS_Version Inspur KOS

type 2_OS_Availability_Date May-2022

type 2_Notes None

type 3_Compute_nodes 1

type 3_Hw_Vendor Inspur(CS5260F)

type 3_Hw_Platform PHYTIUM FT S2500

type 3_Quantity 1

type 3_CPU_Type Arm

type 3_CPU_Count 1

type 3_CPU_Cores_Per 64

type 3_CPU_Frequency_MHz 2000

type 3_RAM_Memory_GB 256GB

type 3_RAM_Memory_Type 16GB ECC DDR4 3200 MHz

type 3_Hw_Availability_Date Jul-2020

type 3_Local_Storage 1 x 480GB SATA SSD,4 x 2TB SATA HDD RAID0

type 3_Virtualized KVM

type 3_Network_Adapter_1 WangXun(R) WX1860-LC Gigabit Ethernet Controller

type 3_Network_Adapter_2 Intel Corporation 82599ES 10-Gigabit SFI/SFP+ Network Connection

type 3_Network_port_type_1 1000BASE-T

type 3_Network_port_type_2 1000BASE-T

type 3_Network_speed_port_1 1 Gb/s

type 3_Network_speed_port_2 1 Gb/s

type 3_OS_Version Inspur KOS

type 3_OS_Availability_Date May-2022

type 3_Notes None

Cloud Network Information

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

Cloud Schematic

Storage Configuration

Cloud Storage
Parameter	Value
Storage 1_Attach_Type	local
Storage 1_Capacity	25.9 TB + 22.7 TB
Storage 1_Technology	SSD,HDD
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	44618.0	4.779	4.743	48.00	0	0
	2	44777.3	4.867	4.767	47.00	0	0
	3	44489.4	4.387	3.999	46.00	0	0
	4	46338.7	4.311	3.901	47.00	0	0
	5	45420.5	4.751	3.903	47.00	0	0
	6	44018.0	4.691	4.227	49.00	0	0
	7	43482.5	5.243	4.719	49.00	0	0
	8	44115.5	5.011	4.487	47.00	0	0
	9	45923.7	4.851	4.279	49.00	0	0
	10	45037.4	4.595	4.135	46.00	0	0
	11	46139.3	4.671	4.055	45.00	0	0
	12	44800.4	4.883	4.299	48.00	0	0
	13	45551.3	4.763	4.081	50.00	0	0
	14	46725.7	4.611	4.003	47.00	0	0
	15	49682.0	3.787	3.547	48.00	0	0
	16	46041.0	4.991	4.211	49.00	0	0
	17	44990.3	4.547	4.135	48.00	0	0
	18	45365.4	4.795	4.061	54.00	0	0
	19	44035.4	5.535	4.351	48.00	0	0
	20	44348.8	4.803	4.427	50.00	0	0
	21	44397.1	4.471	4.049	51.00	0	0
	22	40243.9	5.051	4.839	49.00	0	0
	23	41821.8	5.139	4.883	48.00	0	0
	24	41502.8	5.379	4.815	54.00	0	0
	25	40211.9	5.859	5.239	55.00	0	0
	26	38332.5	5.595	5.299	55.00	0	0
	27	40105.9	5.567	4.819	53.00	0	0
	28	37402.8	6.443	5.883	54.00	0	0
	29	36784.3	6.635	6.291	57.00	0	0
	30	36482.0	6.635	6.091	61.00	0	0
	31	36098.8	6.699	6.615	60.00	0	0
	32	33540.2	7.711	7.647	62.00	0	0
	33	33527.5	7.347	7.735	63.00	0	0
	34	32372.2	7.539	8.031	57.00	0	0
	35	33308.9	7.255	8.015	71.00	0	0
	36	31183.5	8.223	8.743	58.00	0	0
	37	33894.9	6.819	7.199	68.00	0	0
	38	28373.8	8.719	9.343	72.00	0	0
	39	32455.4	7.999	8.071	77.00	0	0
	40	29226.1	8.223	9.007	79.00	0	0
	41	32982.9	6.495	7.179	72.00	0	0
	42	26724.9	9.327	9.511	77.00	0	0
	43	30084.2	8.359	8.415	84.00	0	0
	44	25627.9	9.079	9.711	93.00	0	0
	45	24780.2	8.815	9.487	88.00	0	0
	46	28709.6	7.815	8.423	108.00	0	0
	47	22522.4	9.079	9.943	92.00	0	0
	48	23642.9	9.055	9.919	83.00	0	0
	49	19792.6	10.751	11.567	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_4	1	75099.0	1.040	1.736	37.00	0	0
	2	79810.1	0.954	1.388	35.00	0	0
	3	76410.2	0.938	1.390	36.00	0	0
	4	78948.4	0.992	1.392	37.00	0	0
	5	80229.5	0.918	1.283	36.00	0	0
	6	76905.3	1.051	1.364	36.00	0	0
	7	77965.1	0.976	1.340	36.00	0	0
	8	78218.2	0.959	1.259	37.00	0	0
	9	74384.0	1.076	1.388	37.00	0	0
	10	78574.7	0.964	1.306	37.00	0	0
	11	76522.8	0.987	1.360	35.00	0	0
	12	76070.2	1.019	1.385	35.00	0	0
	13	81098.1	0.893	1.279	37.00	0	0
	14	80677.7	0.979	1.274	36.00	0	0
	15	78132.6	1.025	1.360	36.00	0	0
	16	85186.1	0.923	1.111	33.00	0	0
	17	79236.2	1.062	1.316	37.00	0	0
	18	80166.7	0.905	1.240	36.00	0	0
	19	78190.7	0.964	1.298	35.00	0	0
	20	78696.8	0.942	1.259	36.00	0	0
	21	77824.0	1.057	1.470	36.00	0	0
	22	77864.9	0.930	1.302	36.00	0	0
	23	74433.8	1.038	1.407	36.00	0	0
	24	75275.7	1.072	1.423	36.00	0	0
	25	77653.3	1.012	1.370	36.00	0	0
	26	79139.0	1.032	1.409	37.00	0	0
	27	75535.8	1.027	1.373	37.00	0	0
	28	72562.4	1.109	1.514	36.00	0	0
	29	78968.7	1.040	1.348	37.00	0	0
	30	75284.2	1.106	1.505	37.00	0	0
	31	76109.3	1.012	1.356	37.00	0	0
	32	76312.6	1.099	1.415	37.00	0	0
	33	71803.0	1.155	1.546	36.00	0	0
	34	74819.5	1.042	1.390	36.00	0	0
	35	75744.7	1.031	1.346	37.00	0	0
	36	73018.0	1.138	1.470	37.00	0	0
	37	72161.8	1.097	1.429	38.00	0	0
	38	71748.9	1.103	1.521	36.00	0	0
	39	71624.3	1.126	1.449	37.00	0	0
	40	75077.9	0.997	1.405	39.00	0	0
	41	68666.0	1.250	1.630	40.00	0	0
	42	65789.5	1.279	1.760	40.00	0	0
	43	67455.9	1.229	1.689	39.00	0	0
	44	63829.4	1.350	1.796	41.00	0	0
	45	69304.9	1.165	1.582	37.00	0	0
	46	66171.5	1.396	1.844	41.00	0	0
	47	64957.2	1.290	1.724	40.00	0	0
	48	68123.4	1.235	1.669	38.00	0	0
	49	68694.3	1.202	1.662	41.00	0	0
	50	71999.4	1.396	1.630	43.00	0	0
	51	70198.8	1.288	1.694	43.00	0	0
	52	63409.5	1.434	1.852	43.00	0	0
	53	67233.7	1.351	1.785	41.00	0	0
	54	66898.6	1.379	1.778	40.00	0	0
	55	66670.0	1.312	1.827	41.00	0	0
	56	69531.4	1.193	1.588	42.00	0	0
	57	71973.5	1.174	1.502	42.00	0	0
	58	67954.4	1.262	1.704	46.00	0	0
	59	65739.7	1.474	1.808	42.00	0	0
	60	67689.9	1.288	1.732	42.00	0	0
	61	68118.7	1.356	1.745	40.00	0	0
	62	61996.3	1.497	1.933	50.00	0	0
	63	64031.8	1.338	1.789	45.00	0	0
	64	56209.8	1.936	2.405	46.00	0	0
65	62649.8	1.582	2.099	45.00	0	0
66	58713.0	1.574	2.199	46.00	0	0
67	66949.0	1.347	1.788	43.00	0	0
68	55292.9	1.866	2.561	45.00	0	0
69	56175.0	1.855	2.451	50.00	0	0
70	60471.4	1.510	2.195	44.00	0	0
71	63879.4	1.540	1.978	48.00	0	0
72	62118.6	1.488	1.977	48.00	0	0
73	60239.1	1.504	2.041	47.00	0	0
74	67255.1	1.208	1.700	51.00	0	0
75	64015.4	1.457	1.905	41.00	0	0
76	56854.5	1.708	2.467	49.00	0	0
77	52917.8	1.877	2.689	47.00	0	0
78	50889.9	2.143	3.193	47.00	0	0
79	48606.2	2.457	3.263	48.00	0	0
80	51778.6	2.153	2.937	52.00	0	0
81	51368.3	1.938	2.859	55.00	0	0
82	51809.4	2.271	3.077	49.00	0	0
83	49627.2	2.019	3.005	55.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_6	1	33702.4	3.743	5.011	88.00	0	0
	2	34720.1	4.463	4.891	90.00	0	0
	3	31783.6	4.103	5.095	79.00	0	0
	4	35024.7	3.843	4.687	86.00	0	0
	5	34709.9	3.755	4.819	84.00	0	0
	6	41817.8	4.053	4.067	92.00	0	0
	7	38656.3	3.531	3.895	78.00	0	0
	8	40125.2	4.563	4.119	92.00	0	0
	9	39174.6	3.487	3.615	54.00	0	0
	10	35815.7	3.861	4.275	88.00	0	0
	11	30387.3	4.195	5.127	88.00	0	0
	12	32680.0	5.063	5.107	52.00	0	0
	13	31465.8	5.895	5.259	53.00	0	0
	14	27804.6	4.727	5.635	55.00	0	0
	15	27306.7	6.023	6.227	108.00	0	0
	16	25980.6	5.559	6.171	55.00	0	0
	17	25740.5	6.579	6.515	59.00	0	0
	18	24574.9	6.227	6.879	60.00	0	0
	19	22738.3	7.075	7.859	64.00	0	0
	20	21507.1	7.079	8.447	143.00	0	0
	21	19058.7	8.199	9.383	180.00	0	0
	22	20203.2	7.991	9.311	164.00	0	0
	23	19337.8	8.735	9.959	136.00	0	0
	24	16808.3	9.087	9.735	157.00	0	0
	25	17041.0	8.783	9.727	164.00	0	0
	26	15686.0	9.471	10.583	173.00	0	0
	27	13888.0	9.767	11.023	107.00	0	0
	28	12718.7	11.495	12.447	202.00	0	0
	29	14141.1	9.879	11.015	105.00	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_8	1	70128.7	1.126	1.925	40.00	0	0
	2	70427.5	1.105	1.607	36.00	0	0
	3	75495.9	0.965	1.542	36.00	0	0
	4	76107.8	1.016	1.435	37.00	0	0
	5	74944.3	1.055	1.454	38.00	0	0
	6	74909.2	1.082	1.462	36.00	0	0
	7	75372.1	1.013	1.439	38.00	0	0
	8	71398.0	1.162	1.521	36.00	0	0
	9	76524.3	0.987	1.336	37.00	0	0
	10	76350.4	1.060	1.397	36.00	0	0
	11	73956.3	0.995	1.416	38.00	0	0
	12	77053.5	0.914	1.353	38.00	0	0
	13	71007.6	1.086	1.574	37.00	0	0
	14	74443.5	1.069	1.461	38.00	0	0
	15	75647.3	0.985	1.374	36.00	0	0
	16	77969.7	1.000	1.323	37.00	0	0
	17	72254.3	1.037	1.478	36.00	0	0
	18	74578.2	1.099	1.444	36.00	0	0
	19	77393.4	1.041	1.367	37.00	0	0
	20	72599.2	1.078	1.455	38.00	0	0
	21	74993.4	1.061	1.402	38.00	0	0
	22	74393.7	1.352	1.538	38.00	0	0
	23	72624.3	1.196	1.534	38.00	0	0
	24	74175.7	1.214	1.493	37.00	0	0
	25	73658.0	0.987	1.457	38.00	0	0
	26	73813.0	1.117	1.425	39.00	0	0
	27	70023.1	1.206	1.593	37.00	0	0
	28	75478.8	1.040	1.369	38.00	0	0
	29	73064.7	1.143	1.480	41.00	0	0
	30	71418.4	1.155	1.532	40.00	0	0
	31	66377.9	1.403	1.754	47.00	0	0
	32	68394.8	1.397	1.783	47.00	0	0
	33	67134.4	1.418	1.804	44.00	0	0
	34	65603.9	1.290	1.666	48.00	0	0
	35	64879.2	1.393	1.730	42.00	0	0
	36	72039.6	1.172	1.512	45.00	0	0
	37	67968.3	1.422	1.741	47.00	0	0
	38	66266.9	1.504	1.819	47.00	0	0
	39	67402.5	1.410	1.748	45.00	0	0
	40	59400.1	1.606	1.993	46.00	0	0
	41	62191.0	1.558	1.993	46.00	0	0
	42	62403.5	1.394	1.796	44.00	0	0
	43	65212.4	1.513	1.899	43.00	0	0
	44	64151.9	1.488	1.860	43.00	0	0
	45	63337.2	1.402	1.806	46.00	0	0
	46	67781.7	1.352	1.740	46.00	0	0
	47	66324.0	1.385	1.792	49.00	0	0
	48	66324.0	1.518	1.852	47.00	0	0
	49	63762.3	1.343	1.718	48.00	0	0
	50	58876.3	1.647	2.047	50.00	0	0
	51	61848.7	1.636	1.958	50.00	0	0
	52	61718.9	1.512	1.888	49.00	0	0
	53	59234.7	1.660	2.081	54.00	0	0
	54	55922.2	1.647	2.093	54.00	0	0
	55	56190.0	1.669	2.119	50.00	0	0
	56	45135.5	2.111	2.877	50.00	0	0
	57	47167.0	1.946	2.755	52.00	0	0
	58	53493.8	1.669	2.353	49.00	0	0
	59	55437.0	1.681	2.169	58.00	0	0
	60	56348.3	1.622	2.151	54.00	0	0
	61	45200.8	2.179	2.975	54.00	0	0
	62	54959.4	1.777	2.281	46.00	0	0
	63	48735.3	1.693	2.515	50.00	0	0
	64	45430.3	2.042	2.907	48.00	0	0
65	42272.6	2.349	3.735	52.00	0	0
66	41264.3	2.219	3.671	55.00	0	0
67	46955.5	1.935	2.727	66.00	0	0
68	46909.8	1.950	2.833	62.00	0	0
69	47609.4	1.938	2.787	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_14	1	34322.7	2.445	4.571	95.00	0	0
	2	33235.8	2.627	4.223	37.00	0	0
	3	36820.9	1.844	3.765	99.00	0	0
	4	35833.9	2.143	4.045	38.00	0	0
	5	32259.6	2.639	4.427	87.00	0	0
	6	31089.0	2.723	4.315	89.00	0	0
	7	35636.3	1.976	3.903	91.00	0	0
	8	35289.6	2.079	4.227	39.00	0	0
	9	28460.8	3.353	4.563	100.00	0	0
	10	35598.0	1.812	3.427	95.00	0	0
	11	32877.4	1.773	4.331	93.00	0	0
	12	29268.9	2.405	4.687	102.00	0	0
	13	28877.3	2.437	4.339	102.00	0	0
	14	30429.4	2.591	4.635	141.00	0	0
	15	29975.1	2.167	4.127	123.00	0	0
	16	28529.0	2.719	4.235	111.00	0	0
	17	30418.7	2.255	4.395	113.00	0	0
	18	28833.4	2.079	4.659	44.00	0	0
	19	30420.8	2.859	4.775	131.00	0	0
	20	26704.1	2.935	4.815	122.00	0	0
	21	26071.5	3.333	5.463	45.00	0	0
	22	21414.0	4.823	6.359	153.00	0	0
	23	21825.8	3.413	5.419	164.00	0	0
	24	17756.8	6.211	7.547	166.00	0	0
	25	18894.5	4.371	6.035	151.00	0	0
	26	18605.0	5.083	6.675	207.00	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	28022.4	5.263	5.911	103.00	0	0
	2	28123.5	5.031	5.715	107.00	0	0
	3	29245.3	5.175	5.563	105.00	0	0
	4	27141.3	4.991	5.935	60.00	0	0
	5	25162.3	5.647	6.535	120.00	0	0
	6	21313.1	5.867	7.015	115.00	0	0
	7	23064.3	6.547	8.055	113.00	0	0
	8	21924.1	6.763	8.439	156.00	0	0
	9	19339.6	7.895	9.503	169.00	0	0
	10	20726.7	7.823	9.511	173.00	0	0
	11	18757.3	8.479	9.775	170.00	0	0
	12	17523.0	9.383	10.975	193.00	0	0
	13	16817.9	9.215	10.495	185.00	0	0
	14	15478.0	10.175	11.207	195.00	0	0
	15	14181.3	10.639	11.727	125.00	0	0
	16	14324.4	11.095	12.207	235.00	0	0
	17	12854.0	11.479	12.463	234.00	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	26706.7	5.279	6.159	110.00	0	0
	2	30785.1	4.955	5.547	59.00	0	0
	3	31052.5	5.071	5.323	98.00	0	0
	4	26860.4	5.959	6.527	113.00	0	0
	5	24261.7	6.371	7.131	62.00	0	0
	6	25782.0	7.199	7.595	121.00	0	0
	7	23199.0	6.651	8.199	72.00	0	0
	8	20657.4	7.979	9.015	139.00	0	0
	9	21877.8	7.663	8.983	120.00	0	0
	10	18251.8	7.627	8.663	119.00	0	0
	11	22077.1	7.615	8.671	130.00	0	0
	12	20556.5	8.127	9.175	79.00	0	0
	13	18324.4	8.255	9.311	148.00	0	0
	14	16229.4	9.511	10.375	167.00	0	0
	15	16355.4	9.551	10.407	207.00	0	0
	16	13284.5	10.647	11.695	98.00	0	0
	17	12220.7	11.311	12.095	212.00	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	22842.1	5.895	7.415	139.00	0	0
	2	22037.1	6.195	6.967	136.00	0	0
	3	19163.7	7.143	8.639	159.00	0	0
	4	17698.2	8.303	9.511	162.00	0	0
	5	19376.5	7.831	9.599	156.00	0	0
	6	18134.6	7.335	9.335	136.00	0	0
	7	18000.1	7.907	9.391	151.00	0	0
	8	16665.6	8.631	9.983	169.00	0	0
	9	15497.7	8.503	9.967	185.00	0	0
	10	14738.6	9.583	10.727	108.00	0	0
	11	12059.0	11.863	12.895	224.00	0	0
	12	12859.3	10.991	12.223	192.00	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	62610.5	1.632	2.507	42.00	0	0
	2	65770.0	1.385	2.073	45.00	0	0
	3	64062.5	1.455	2.063	39.00	0	0
	4	64343.9	1.462	2.053	41.00	0	0
	5	66877.3	1.403	1.933	44.00	0	0
	6	65087.2	1.347	1.812	43.00	0	0
	7	61144.3	1.469	1.993	41.00	0	0
	8	63411.5	1.545	2.089	41.00	0	0
	9	63039.8	1.422	1.997	42.00	0	0
	10	64512.0	1.360	1.943	43.00	0	0
	11	65468.6	1.343	1.922	44.00	0	0
	12	60765.3	1.407	1.965	44.00	0	0
	13	69547.1	1.234	1.762	44.00	0	0
	14	62540.1	1.370	1.892	48.00	0	0
	15	62397.6	1.462	2.018	45.00	0	0
	16	62804.2	1.409	1.918	44.00	0	0
	17	62332.5	1.680	2.221	42.00	0	0
	18	59843.5	1.536	2.145	45.00	0	0
	19	61017.5	1.419	2.043	42.00	0	0
	20	64578.6	1.386	1.947	41.00	0	0
	21	53970.2	1.676	2.281	49.00	0	0
	22	65711.7	1.393	1.872	46.00	0	0
	23	50813.7	2.195	2.853	45.00	0	0
	24	58802.8	1.665	2.287	47.00	0	0
	25	55212.0	1.826	2.561	50.00	0	0
	26	58957.9	1.706	2.277	47.00	0	0
	27	53471.6	1.918	2.657	57.00	0	0
	28	54381.8	1.894	2.873	57.00	0	0
	29	58174.2	1.693	2.269	56.00	0	0
	30	54890.0	1.774	2.519	52.00	0	0
	31	51634.9	2.046	2.665	51.00	0	0
	32	53899.6	1.726	2.425	54.00	0	0
	33	57163.3	1.642	2.333	47.00	0	0
	34	52308.1	1.944	2.767	52.00	0	0
	35	45886.3	2.379	3.665	51.00	0	0
	36	50125.9	2.143	3.431	59.00	0	0
	37	42776.2	2.627	4.235	56.00	0	0
	38	49364.4	2.261	3.089	65.00	0	0
	39	48802.5	2.105	3.109	64.00	0	0
	40	46744.3	2.465	3.581	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_24	1	17007.9	7.907	9.623	162.00	0	0
	2	16175.7	8.839	10.423	171.00	0	0
	3	17468.2	8.631	10.119	175.00	0	0
	4	17450.0	8.799	10.311	168.00	0	0
	5	14372.0	9.815	11.239	197.00	0	0
	6	14729.6	9.247	10.759	217.00	0	0
	7	12611.0	10.639	12.007	254.00	0	0
	8	11068.0	12.911	13.935	247.00	0	0
	9	9705.8	14.703	15.815	286.00	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	22273.0	4.503	6.867	140.00	0	0
	2	24870.8	4.107	6.131	113.00	0	0
	3	27598.0	3.721	6.195	44.00	0	0
	4	23476.7	4.591	6.559	135.00	0	0
	5	18395.2	5.623	7.651	156.00	0	0
	6	22877.8	4.295	6.319	128.00	0	0
	7	23828.2	3.403	5.835	156.00	0	0
	8	21557.2	4.471	6.499	157.00	0	0
	9	17474.3	7.215	9.175	181.00	0	0
	10	15929.6	7.579	9.199	153.00	0	0
	11	18611.5	5.803	7.507	157.00	0	0
	12	19497.5	5.307	7.191	204.00	0	0
AI name	Run id	Throughput (ops/s)	Insert Latency 99% (ms)	Read Latency 99% (ms)	Data gen time (s)	AI Run Errors	NTP Error
ai_32	1	19972.0	4.295	6.327	50.00	0	0
	2	24999.1	2.799	4.895	47.00	0	0
	3	21873.5	3.461	5.391	45.00	0	0
	4	21447.8	4.339	6.207	46.00	0	0
	5	23209.4	2.006	3.787	173.00	0	0
	6	19866.4	4.699	6.243	185.00	0	0
	7	18521.3	4.883	6.403	202.00	0	0
	8	18223.9	5.063	6.939	167.00	0	0
	9	18894.6	4.791	6.399	187.00	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	60155.8	1.638	2.737	45.00	0	0
	2	67590.4	1.499	2.044	42.00	0	0
	3	59204.0	1.781	2.401	42.00	0	0
	4	68329.3	1.423	1.868	38.00	0	0
	5	50842.7	2.253	3.185	43.00	0	0
	6	51511.2	1.923	2.659	45.00	0	0
	7	57636.1	1.794	2.407	41.00	0	0
	8	64174.6	1.521	2.149	45.00	0	0
	9	62673.3	1.550	2.071	45.00	0	0
	10	59461.0	1.643	2.257	43.00	0	0
	11	64225.0	1.505	2.091	49.00	0	0
	12	63314.2	1.548	2.325	44.00	0	0
	13	60142.2	1.962	2.551	50.00	0	0
	14	48158.5	2.225	3.165	44.00	0	0
	15	49326.1	2.671	3.215	46.00	0	0
	16	49340.1	2.329	3.059	48.00	0	0
	17	56067.2	2.012	2.653	48.00	0	0
	18	54936.0	2.045	2.711	56.00	0	0
	19	48858.5	2.175	3.357	46.00	0	0
	20	46523.0	2.605	3.601	44.00	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	56	2	26.00	0	0
	2	102	5	21.00	0	0
	3	55	2	21.00	0	0
	4	54	2	23.00	0	0
	5	54	2	21.00	0	0
	6	104	5	23.00	0	0
	7	75	3	23.00	0	0
	8	76	3	20.00	0	0
	9	111	5	22.00	0	0
	10	53	2	21.00	0	0
	11	52	2	21.00	0	0
	12	60	2	24.00	0	0
	13	64	2	22.00	0	0
	14	103	5	22.00	0	0
	15	103	5	20.00	0	0
	16	74	3	20.00	0	0
	17	63	2	22.00	0	0
	18	87	4	21.00	0	0
	19	115	5	22.00	0	0
	20	105	5	21.00	0	0
	21	71	3	21.00	0	0
	22	59	2	21.00	0	0
	23	107	5	24.00	0	0
	24	59	2	23.00	0	0
	25	108	5	22.00	0	0
	26	88	4	21.00	0	0
	27	103	5	23.00	0	0
	28	55	2	20.00	0	0
	29	89	4	19.00	0	0
	30	56	2	20.00	0	0
	31	56	2	21.00	0	0
	32	56	2	21.00	0	0
	33	95	4	24.00	0	0
	34	107	5	21.00	0	0
	35	61	2	22.00	0	0
	36	89	4	21.00	0	0
	37	60	2	21.00	0	0
	38	84	3	21.00	0	0
	39	89	3	21.00	0	0
	40	74	3	24.00	0	0
	41	97	4	26.00	0	0
	42	118	5	21.00	0	0
	43	57	2	23.00	0	0
	44	57	2	22.00	0	0
	45	58	2	22.00	0	0
	46	106	4	26.00	0	0
	47	80	3	25.00	0	0
	48	77	3	21.00	0	0
	49	113	5	21.00	0	0
	50	56	2	22.00	0	0
	51	94	4	21.00	0	0
	52	82	3	22.00	0	0
	53	80	3	22.00	0	0
	54	114	5	23.00	0	0
	55	94	4	22.00	0	0
	56	109	5	23.00	0	0
	57	113	5	23.00	0	0
	58	93	4	23.00	0	0
	59	89	4	27.00	0	0
	60	61	2	27.00	0	0
	61	62	2	22.00	0	0
	62	98	4	25.00	0	0
	63	84	3	25.00	0	0
	64	98	4	23.00	0	0
65	80	3	26.00	0	0
66	63	2	22.00	0	0
67	98	4	22.00	0	0
68	82	3	22.00	0	0
69	58	2	23.00	0	0
70	76	3	23.00	0	0
71	60	2	26.00	0	0
72	59	2	24.00	0	0
73	83	3	23.00	0	0
74	112	5	32.00	0	0
75	65	2	28.00	0	0
76	114	5	22.00	0	0
77	60	2	25.00	0	0
78	78	3	23.00	0	0
79	58	2	23.00	0	0
80	123	5	24.00	0	0
81	122	5	22.00	0	0
82	80	3	23.00	0	0
83	59	2	25.00	0	0
84	79	3	25.00	0	0
85	99	4	21.00	0	0
86	62	2	23.00	0	0
87	57	2	30.00	0	0
88	63	2	24.00	0	0
89	60	2	24.00	0	0
90	89	3	25.00	0	0
91	97	4	26.00	0	0
92	62	2	25.00	0	0
93	64	2	25.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_3	1	133	5	34.00	0	0
	2	93	2	33.00	0	0
	3	72	2	31.00	0	0
	4	90	3	26.00	0	0
	5	102	3	26.00	0	0
	6	100	3	24.00	0	0
	7	147	4	38.00	0	0
	8	133	4	34.00	0	0
	9	78	2	29.00	0	0
	10	166	5	39.00	0	0
	11	98	3	27.00	0	0
	12	159	5	37.00	0	0
	13	122	4	28.00	0	0
	14	102	2	40.00	0	0
	15	121	4	34.00	0	0
	16	101	3	33.00	0	0
	17	92	3	33.00	0	0
	18	146	5	30.00	0	0
	19	84	2	32.00	0	0
	20	81	2	27.00	0	0
	21	103	2	39.00	0	0
	22	112	3	25.00	0	0
	23	121	3	31.00	0	0
	24	113	3	34.00	0	0
	25	228	5	34.00	0	0
	26	101	2	32.00	0	0
	27	143	4	39.00	0	0
	28	168	5	30.00	0	0
	29	166	5	33.00	0	0
	30	96	2	29.00	0	0
	31	137	3	32.00	0	0
	32	162	4	44.00	0	0
	33	126	2	48.00	0	0
	34	189	5	35.00	0	0
	35	117	2	39.00	0	0
	36	138	3	38.00	0	0
	37	132	3	47.00	0	0
	38	109	2	48.00	0	0
	39	132	3	44.00	0	0
	40	101	2	40.00	0	0
	41	162	3	55.00	0	0
	42	142	3	40.00	0	0
	43	103	2	55.00	0	0
	44	196	5	46.00	0	0
	45	139	2	44.00	0	0
	46	169	4	49.00	0	0
	47	151	3	48.00	0	0
	48	210	4	51.00	0	0
	49	217	4	37.00	0	0
	50	214	5	44.00	0	0
	51	159	3	48.00	0	0
	52	189	3	58.00	0	0
	53	117	2	47.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_5	1	147	4	41.00	0	0
	2	152	4	36.00	0	0
	3	143	3	35.00	0	0
	4	99	2	39.00	0	0
	5	125	3	37.00	0	0
	6	183	5	34.00	0	0
	7	193	5	37.00	0	0
	8	158	4	33.00	0	0
	9	165	4	34.00	0	0
	10	199	5	37.00	0	0
	11	125	3	46.00	0	0
	12	109	2	39.00	0	0
	13	224	5	38.00	0	0
	14	141	3	38.00	0	0
	15	202	5	41.00	0	0
	16	157	3	42.00	0	0
	17	228	5	43.00	0	0
	18	184	4	41.00	0	0
	19	113	2	46.00	0	0
	20	170	3	61.00	0	0
	21	243	5	49.00	0	0
	22	239	5	49.00	0	0
	23	163	3	49.00	0	0
	24	180	3	49.00	0	0
	25	168	3	50.00	0	0
	26	291	5	47.00	0	0
	27	140	2	50.00	0	0
	28	130	2	57.00	0	0
	29	275	5	60.00	0	0
	30	137	2	53.00	0	0
	31	275	5	60.00	0	0
	32	294	5	55.00	0	0
	33	200	3	51.00	0	0
	34	186	3	49.00	0	0
	35	197	3	46.00	0	0
	36	278	5	66.00	0	0
	37	243	4	60.00	0	0
	38	247	4	56.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_7	1	71	1	45.00	0	0
	2	94	2	36.00	0	0
	3	195	5	35.00	0	0
	4	183	5	35.00	0	0
	5	198	5	39.00	0	0
	6	153	4	35.00	0	0
	7	184	5	38.00	0	0
	8	165	4	42.00	0	0
	9	197	5	45.00	0	0
	10	163	4	35.00	0	0
	11	209	5	41.00	0	0
	12	181	4	36.00	0	0
	13	223	5	38.00	0	0
	14	149	3	40.00	0	0
	15	120	2	44.00	0	0
	16	124	2	42.00	0	0
	17	121	2	42.00	0	0
	18	200	4	45.00	0	0
	19	251	5	45.00	0	0
	20	130	2	45.00	0	0
	21	162	3	49.00	0	0
	22	139	2	54.00	0	0
	23	205	4	46.00	0	0
	24	183	3	51.00	0	0
	25	265	5	51.00	0	0
	26	238	5	47.00	0	0
	27	210	4	49.00	0	0
	28	176	3	47.00	0	0
	29	134	2	52.00	0	0
	30	146	2	57.00	0	0
	31	189	3	60.00	0	0
	32	192	3	67.00	0	0
	33	206	3	51.00	0	0
	34	214	3	50.00	0	0
	35	284	5	56.00	0	0
	36	168	2	53.00	0	0
	37	236	4	56.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_9	1	91	4	24.00	0	0
	2	103	5	21.00	0	0
	3	65	2	21.00	0	0
	4	90	4	23.00	0	0
	5	62	2	21.00	0	0
	6	108	5	21.00	0	0
	7	116	5	22.00	0	0
	8	72	3	21.00	0	0
	9	75	3	22.00	0	0
	10	95	4	21.00	0	0
	11	108	5	21.00	0	0
	12	56	2	22.00	0	0
	13	70	3	22.00	0	0
	14	73	3	25.00	0	0
	15	61	2	21.00	0	0
	16	56	2	23.00	0	0
	17	71	3	23.00	0	0
	18	88	4	21.00	0	0
	19	120	5	22.00	0	0
	20	61	2	23.00	0	0
	21	40	1	21.00	0	0
	22	91	4	21.00	0	0
	23	109	5	21.00	0	0
	24	58	2	20.00	0	0
	25	58	2	24.00	0	0
	26	116	5	21.00	0	0
	27	108	5	21.00	0	0
	28	107	5	24.00	0	0
	29	94	4	27.00	0	0
	30	107	4	21.00	0	0
	31	74	3	24.00	0	0
	32	100	4	23.00	0	0
	33	86	3	21.00	0	0
	34	76	3	23.00	0	0
	35	56	2	24.00	0	0
	36	113	5	25.00	0	0
	37	110	5	22.00	0	0
	38	102	4	22.00	0	0
	39	127	5	29.00	0	0
	40	111	5	22.00	0	0
	41	74	3	25.00	0	0
	42	128	5	22.00	0	0
	43	58	2	24.00	0	0
	44	79	3	21.00	0	0
	45	61	2	23.00	0	0
	46	57	2	21.00	0	0
	47	114	5	23.00	0	0
	48	61	2	24.00	0	0
	49	126	5	23.00	0	0
	50	113	5	22.00	0	0
	51	96	4	25.00	0	0
	52	104	4	23.00	0	0
	53	45	1	23.00	0	0
	54	60	2	22.00	0	0
	55	59	2	24.00	0	0
	56	76	3	21.00	0	0
	57	62	2	25.00	0	0
	58	99	4	22.00	0	0
	59	84	3	23.00	0	0
	60	60	2	24.00	0	0
	61	94	4	24.00	0	0
	62	102	4	25.00	0	0
	63	61	2	24.00	0	0
	64	61	2	23.00	0	0
65	78	3	24.00	0	0
66	58	2	22.00	0	0
67	78	3	24.00	0	0
68	93	3	24.00	0	0
69	76	3	22.00	0	0
70	101	4	23.00	0	0
71	127	5	23.00	0	0
72	100	4	24.00	0	0
73	111	5	22.00	0	0
74	61	2	25.00	0	0
75	63	2	23.00	0	0
76	79	3	23.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_10	1	134	4	29.00	0	0
	2	106	2	37.00	0	0
	3	88	3	22.00	0	0
	4	116	5	27.00	0	0
	5	108	3	34.00	0	0
	6	132	5	25.00	0	0
	7	95	4	22.00	0	0
	8	132	5	22.00	0	0
	9	68	2	21.00	0	0
	10	145	4	30.00	0	0
	11	132	4	21.00	0	0
	12	70	2	22.00	0	0
	13	66	2	29.00	0	0
	14	76	2	25.00	0	0
	15	80	2	27.00	0	0
	16	123	4	25.00	0	0
	17	117	4	30.00	0	0
	18	71	2	24.00	0	0
	19	70	2	25.00	0	0
	20	84	3	22.00	0	0
	21	101	4	46.00	0	0
	22	128	5	23.00	0	0
	23	62	2	21.00	0	0
	24	66	2	21.00	0	0
	25	75	2	34.00	0	0
	26	66	2	23.00	0	0
	27	102	4	32.00	0	0
	28	64	2	24.00	0	0
	29	146	3	47.00	0	0
	30	144	4	31.00	0	0
	31	143	5	42.00	0	0
	32	151	5	29.00	0	0
	33	173	5	38.00	0	0
	34	68	2	28.00	0	0
	35	84	2	32.00	0	0
	36	126	3	38.00	0	0
	37	69	2	26.00	0	0
	38	133	5	23.00	0	0
	39	85	3	30.00	0	0
	40	99	3	24.00	0	0
	41	151	4	35.00	0	0
	42	106	3	28.00	0	0
	43	155	5	25.00	0	0
	44	154	5	44.00	0	0
	45	107	3	25.00	0	0
	46	103	2	37.00	0	0
	47	122	4	32.00	0	0
	48	76	2	24.00	0	0
	49	77	2	44.00	0	0
	50	101	3	31.00	0	0
	51	191	5	32.00	0	0
	52	90	2	32.00	0	0
	53	124	3	28.00	0	0
	54	192	5	36.00	0	0
	55	137	4	37.00	0	0
	56	140	4	33.00	0	0
	57	89	2	36.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_12	1	148	5	26.00	0	0
	2	64	2	26.00	0	0
	3	61	2	31.00	0	0
	4	62	2	29.00	0	0
	5	92	2	39.00	0	0
	6	104	4	21.00	0	0
	7	101	4	40.00	0	0
	8	141	5	22.00	0	0
	9	102	3	29.00	0	0
	10	136	5	35.00	0	0
	11	63	2	28.00	0	0
	12	157	5	35.00	0	0
	13	131	5	22.00	0	0
	14	160	5	26.00	0	0
	15	72	2	21.00	0	0
	16	91	3	22.00	0	0
	17	146	5	23.00	0	0
	18	100	3	26.00	0	0
	19	115	4	22.00	0	0
	20	85	2	23.00	0	0
	21	81	3	24.00	0	0
	22	102	3	31.00	0	0
	23	207	5	42.00	0	0
	24	155	5	29.00	0	0
	25	157	5	30.00	0	0
	26	166	5	27.00	0	0
	27	152	5	34.00	0	0
	28	79	2	21.00	0	0
	29	147	5	23.00	0	0
	30	155	5	29.00	0	0
	31	98	2	53.00	0	0
	32	147	3	42.00	0	0
	33	106	3	30.00	0	0
	34	152	4	43.00	0	0
	35	93	3	22.00	0	0
	36	134	4	24.00	0	0
	37	165	5	29.00	0	0
	38	163	5	27.00	0	0
	39	174	5	33.00	0	0
	40	88	2	31.00	0	0
	41	132	4	23.00	0	0
	42	156	5	34.00	0	0
	43	69	1	28.00	0	0
	44	82	2	24.00	0	0
	45	72	2	24.00	0	0
	46	119	3	27.00	0	0
	47	122	4	26.00	0	0
	48	89	2	24.00	0	0
	49	111	3	36.00	0	0
	50	119	3	36.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_15	1	77	3	24.00	0	0
	2	71	3	21.00	0	0
	3	57	2	23.00	0	0
	4	55	2	21.00	0	0
	5	76	3	26.00	0	0
	6	73	3	24.00	0	0
	7	92	4	23.00	0	0
	8	75	3	23.00	0	0
	9	74	3	21.00	0	0
	10	74	3	21.00	0	0
	11	107	5	22.00	0	0
	12	56	2	20.00	0	0
	13	74	3	23.00	0	0
	14	61	2	25.00	0	0
	15	56	2	21.00	0	0
	16	55	2	23.00	0	0
	17	124	5	21.00	0	0
	18	59	2	24.00	0	0
	19	122	5	24.00	0	0
	20	96	4	23.00	0	0
	21	59	2	22.00	0	0
	22	76	3	24.00	0	0
	23	84	3	28.00	0	0
	24	113	5	23.00	0	0
	25	57	2	25.00	0	0
	26	106	4	23.00	0	0
	27	114	5	23.00	0	0
	28	61	2	22.00	0	0
	29	92	4	23.00	0	0
	30	116	5	24.00	0	0
	31	59	2	29.00	0	0
	32	96	3	24.00	0	0
	33	107	4	25.00	0	0
	34	64	2	24.00	0	0
	35	62	2	22.00	0	0
	36	114	5	22.00	0	0
	37	85	3	28.00	0	0
	38	124	5	28.00	0	0
	39	78	3	28.00	0	0
	40	89	3	22.00	0	0
	41	102	4	27.00	0	0
	42	123	5	25.00	0	0
	43	99	4	27.00	0	0
	44	125	5	26.00	0	0
	45	84	3	25.00	0	0
	46	117	5	25.00	0	0
	47	63	2	26.00	0	0
	48	87	3	27.00	0	0
	49	135	5	24.00	0	0
	50	81	3	23.00	0	0
	51	123	5	28.00	0	0
	52	88	3	24.00	0	0
	53	94	3	26.00	0	0
	54	130	5	29.00	0	0
	55	67	2	24.00	0	0
	56	61	2	25.00	0	0
	57	62	2	28.00	0	0
	58	109	4	28.00	0	0
	59	128	5	27.00	0	0
	60	134	5	28.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_17	1	110	5	25.00	0	0
	2	112	5	23.00	0	0
	3	105	5	23.00	0	0
	4	132	5	22.00	0	0
	5	109	5	22.00	0	0
	6	116	5	21.00	0	0
	7	58	2	23.00	0	0
	8	107	5	21.00	0	0
	9	116	5	23.00	0	0
	10	87	3	21.00	0	0
	11	113	5	22.00	0	0
	12	78	3	22.00	0	0
	13	75	3	22.00	0	0
	14	108	5	24.00	0	0
	15	111	5	22.00	0	0
	16	74	3	21.00	0	0
	17	96	4	21.00	0	0
	18	58	2	23.00	0	0
	19	59	2	23.00	0	0
	20	62	2	22.00	0	0
	21	116	5	23.00	0	0
	22	131	5	23.00	0	0
	23	75	3	23.00	0	0
	24	97	4	29.00	0	0
	25	80	3	26.00	0	0
	26	112	5	22.00	0	0
	27	79	3	26.00	0	0
	28	78	3	22.00	0	0
	29	57	2	21.00	0	0
	30	98	4	28.00	0	0
	31	62	2	24.00	0	0
	32	58	2	24.00	0	0
	33	98	4	29.00	0	0
	34	64	2	25.00	0	0
	35	100	4	24.00	0	0
	36	101	4	26.00	0	0
	37	76	3	22.00	0	0
	38	121	5	29.00	0	0
	39	85	3	22.00	0	0
	40	85	3	24.00	0	0
	41	68	2	27.00	0	0
	42	65	2	24.00	0	0
	43	81	3	23.00	0	0
	44	117	4	26.00	0	0
	45	64	2	24.00	0	0
	46	106	4	27.00	0	0
	47	96	3	24.00	0	0
	48	124	5	28.00	0	0
	49	90	3	26.00	0	0
	50	108	4	24.00	0	0
	51	81	3	26.00	0	0
	52	106	4	29.00	0	0
	53	104	4	28.00	0	0
	54	68	2	24.00	0	0
	55	90	3	24.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_19	1	122	5	26.00	0	0
	2	54	2	21.00	0	0
	3	110	5	26.00	0	0
	4	60	2	21.00	0	0
	5	130	5	23.00	0	0
	6	59	2	22.00	0	0
	7	108	5	24.00	0	0
	8	77	3	23.00	0	0
	9	123	5	26.00	0	0
	10	121	5	28.00	0	0
	11	61	2	23.00	0	0
	12	115	5	25.00	0	0
	13	118	5	23.00	0	0
	14	103	4	28.00	0	0
	15	127	5	25.00	0	0
	16	77	3	24.00	0	0
	17	78	3	22.00	0	0
	18	84	3	22.00	0	0
	19	61	2	24.00	0	0
	20	115	5	24.00	0	0
	21	130	5	24.00	0	0
	22	115	5	25.00	0	0
	23	67	2	23.00	0	0
	24	89	3	24.00	0	0
	25	119	5	26.00	0	0
	26	117	5	23.00	0	0
	27	82	3	27.00	0	0
	28	116	5	26.00	0	0
	29	63	2	24.00	0	0
	30	86	3	23.00	0	0
	31	83	3	25.00	0	0
	32	62	2	27.00	0	0
	33	65	2	25.00	0	0
	34	65	2	27.00	0	0
	35	120	5	26.00	0	0
	36	69	2	29.00	0	0
	37	44	1	26.00	0	0
	38	103	4	24.00	0	0
	39	102	4	25.00	0	0
	40	143	5	28.00	0	0
	41	124	5	27.00	0	0
	42	123	5	26.00	0	0
	43	108	4	25.00	0	0
	44	85	3	29.00	0	0
	45	131	5	31.00	0	0
	46	106	4	28.00	0	0
	47	54	1	25.00	0	0
	48	66	2	29.00	0	0
	49	113	4	28.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_21	1	61	2	26.00	0	0
	2	78	3	21.00	0	0
	3	95	4	24.00	0	0
	4	95	4	23.00	0	0
	5	59	2	23.00	0	0
	6	57	2	22.00	0	0
	7	59	2	22.00	0	0
	8	77	3	21.00	0	0
	9	93	4	22.00	0	0
	10	126	5	24.00	0	0
	11	116	5	22.00	0	0
	12	71	3	23.00	0	0
	13	73	3	23.00	0	0
	14	91	4	23.00	0	0
	15	94	4	21.00	0	0
	16	79	3	25.00	0	0
	17	117	5	24.00	0	0
	18	63	2	20.00	0	0
	19	60	2	24.00	0	0
	20	116	5	23.00	0	0
	21	63	2	28.00	0	0
	22	109	5	21.00	0	0
	23	75	3	24.00	0	0
	24	91	3	27.00	0	0
	25	116	5	25.00	0	0
	26	112	5	22.00	0	0
	27	116	5	25.00	0	0
	28	115	5	29.00	0	0
	29	62	2	29.00	0	0
	30	115	5	23.00	0	0
	31	119	5	28.00	0	0
	32	62	2	21.00	0	0
	33	101	4	21.00	0	0
	34	75	3	23.00	0	0
	35	77	3	21.00	0	0
	36	56	2	25.00	0	0
	37	67	2	25.00	0	0
	38	101	4	24.00	0	0
	39	97	4	23.00	0	0
	40	105	4	23.00	0	0
	41	104	4	23.00	0	0
	42	104	4	26.00	0	0
	43	110	4	24.00	0	0
	44	84	3	26.00	0	0
	45	121	5	26.00	0	0
	46	113	5	24.00	0	0
	47	78	3	30.00	0	0
	48	125	5	24.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_23	1	127	5	32.00	0	0
	2	92	3	30.00	0	0
	3	108	4	29.00	0	0
	4	93	3	28.00	0	0
	5	80	2	33.00	0	0
	6	91	3	30.00	0	0
	7	126	5	30.00	0	0
	8	110	4	29.00	0	0
	9	76	2	31.00	0	0
	10	142	5	35.00	0	0
	11	112	4	32.00	0	0
	12	109	4	30.00	0	0
	13	109	4	27.00	0	0
	14	78	2	32.00	0	0
	15	129	5	30.00	0	0
	16	133	5	35.00	0	0
	17	113	4	29.00	0	0
	18	115	4	31.00	0	0
	19	140	5	33.00	0	0
	20	97	3	30.00	0	0
	21	113	4	31.00	0	0
	22	83	2	34.00	0	0
	23	120	4	34.00	0	0
	24	97	3	31.00	0	0
	25	83	2	38.00	0	0
	26	138	5	39.00	0	0
	27	114	4	37.00	0	0
	28	83	2	32.00	0	0
	29	92	2	39.00	0	0
	30	106	3	37.00	0	0
	31	133	4	39.00	0	0
	32	87	2	36.00	0	0
	33	142	4	39.00	0	0
	34	133	4	36.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_25	1	61	2	25.00	0	0
	2	109	4	26.00	0	0
	3	78	3	23.00	0	0
	4	99	4	22.00	0	0
	5	126	5	24.00	0	0
	6	56	2	23.00	0	0
	7	61	2	25.00	0	0
	8	81	3	28.00	0	0
	9	59	2	22.00	0	0
	10	57	2	28.00	0	0
	11	95	4	22.00	0	0
	12	90	3	22.00	0	0
	13	121	5	23.00	0	0
	14	94	4	22.00	0	0
	15	61	2	22.00	0	0
	16	115	5	23.00	0	0
	17	75	3	23.00	0	0
	18	118	5	23.00	0	0
	19	95	4	25.00	0	0
	20	57	2	22.00	0	0
	21	82	3	22.00	0	0
	22	104	4	24.00	0	0
	23	60	2	26.00	0	0
	24	76	3	23.00	0	0
	25	110	5	23.00	0	0
	26	115	5	24.00	0	0
	27	58	2	23.00	0	0
	28	97	4	26.00	0	0
	29	97	4	23.00	0	0
	30	58	2	22.00	0	0
	31	93	4	24.00	0	0
	32	49	1	24.00	0	0
	33	116	5	24.00	0	0
	34	60	2	23.00	0	0
	35	60	2	23.00	0	0
	36	95	4	23.00	0	0
	37	61	2	24.00	0	0
	38	62	2	23.00	0	0
	39	104	4	25.00	0	0
	40	113	5	26.00	0	0
	41	100	4	23.00	0	0
	42	59	2	26.00	0	0
	43	62	2	23.00	0	0
	44	109	5	25.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_26	1	60	2	25.00	0	0
	2	77	3	23.00	0	0
	3	93	4	22.00	0	0
	4	59	2	23.00	0	0
	5	95	4	21.00	0	0
	6	76	3	23.00	0	0
	7	112	5	23.00	0	0
	8	86	3	28.00	0	0
	9	111	5	25.00	0	0
	10	56	2	26.00	0	0
	11	98	4	21.00	0	0
	12	117	5	23.00	0	0
	13	118	5	24.00	0	0
	14	116	5	24.00	0	0
	15	123	5	25.00	0	0
	16	101	4	24.00	0	0
	17	123	5	25.00	0	0
	18	82	3	22.00	0	0
	19	105	4	23.00	0	0
	20	122	5	24.00	0	0
	21	113	4	24.00	0	0
	22	121	5	26.00	0	0
	23	100	4	22.00	0	0
	24	139	5	29.00	0	0
	25	81	3	26.00	0	0
	26	119	5	26.00	0	0
	27	127	5	25.00	0	0
	28	59	2	27.00	0	0
	29	126	5	25.00	0	0
	30	73	2	22.00	0	0
	31	111	4	27.00	0	0
	32	127	5	23.00	0	0
	33	128	5	27.00	0	0
	34	91	3	25.00	0	0
	35	69	2	23.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_30	86	393	5	67.00	0	0
	87	252	4	51.00	0	0
	88	199	2	65.00	0	0
	89	409	5	56.00	0	0
	90	270	3	61.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_33	1	77	2	35.00	0	0
	2	148	3	35.00	0	0
	3	158	4	31.00	0	0
	4	166	4	27.00	0	0
	5	185	5	29.00	0	0
	6	100	2	37.00	0	0
	7	99	2	40.00	0	0
	8	99	2	27.00	0	0
	9	113	3	32.00	0	0
	10	154	4	41.00	0	0
	11	91	2	40.00	0	0
	12	126	3	29.00	0	0
	13	115	3	35.00	0	0
	14	114	2	46.00	0	0
	15	158	4	33.00	0	0
	16	112	3	27.00	0	0
	17	89	2	23.00	0	0
	18	115	3	35.00	0	0
	19	116	3	23.00	0	0
	20	161	4	43.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_34	1	145	5	33.00	0	0
	2	81	3	23.00	0	0
	3	101	4	27.00	0	0
	4	127	5	27.00	0	0
	5	101	4	23.00	0	0
	6	90	3	25.00	0	0
	7	126	5	25.00	0	0
	8	65	2	23.00	0	0
	9	111	4	26.00	0	0
	10	127	5	26.00	0	0
	11	108	4	25.00	0	0
	12	74	2	26.00	0	0
	13	127	5	29.00	0	0
	14	88	3	26.00	0	0
	15	113	4	26.00	0	0
	16	127	5	26.00	0	0
	17	68	2	26.00	0	0
	18	74	2	30.00	0	0
	19	68	2	23.00	0	0
	20	68	2	27.00	0	0
	21	131	5	26.00	0	0
	22	74	2	26.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_36	1	105	4	29.00	0	0
	2	61	2	23.00	0	0
	3	83	3	24.00	0	0
	4	61	2	24.00	0	0
	5	96	4	26.00	0	0
	6	89	3	25.00	0	0
	7	119	5	24.00	0	0
	8	80	3	23.00	0	0
	9	78	3	22.00	0	0
	10	115	5	24.00	0	0
	11	122	5	25.00	0	0
	12	81	3	26.00	0	0
	13	102	4	24.00	0	0
	14	100	4	25.00	0	0
	15	120	5	24.00	0	0
	16	105	4	27.00	0	0
	17	46	1	24.00	0	0
	18	134	5	27.00	0	0
	19	83	3	26.00	0	0
	20	104	4	26.00	0	0
	21	99	3	27.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_38	1	127	5	30.00	0	0
	2	68	2	25.00	0	0
	3	69	2	26.00	0	0
	4	66	2	26.00	0	0
	5	72	2	27.00	0	0
	6	144	5	31.00	0	0
	7	66	2	24.00	0	0
	8	91	3	24.00	0	0
	9	70	2	25.00	0	0
	10	140	5	26.00	0	0
	11	75	2	27.00	0	0
	12	90	3	26.00	0	0
	13	114	4	29.00	0	0
	14	110	4	26.00	0	0
	15	134	5	27.00	0	0
	16	92	3	25.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_40	1	101	4	24.00	0	0
	2	72	3	21.00	0	0
	3	55	2	26.00	0	0
	4	74	3	21.00	0	0
	5	86	4	21.00	0	0
	6	71	3	22.00	0	0
	7	104	5	22.00	0	0
	8	78	3	21.00	0	0
	9	74	3	21.00	0	0
	10	100	4	24.00	0	0
	11	62	2	23.00	0	0
	12	73	3	21.00	0	0
	13	60	2	21.00	0	0
	14	90	4	21.00	0	0
	15	91	4	22.00	0	0
	16	89	3	20.00	0	0
AI name	Run id	Completion Times (s)	Hadoop Iterations	Data gen time (s)	AI Run Errors	NTP Error
ai_42	1	253	3	42.00	0	0
	2	322	4	35.00	0	0
	3	251	3	64.00	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	4GB
disk_size	40GB
disk_backed	block storage
image_name	hadoop_kmeans
Notes	None

Cloud High Level Information and Availability
Parameter	Value
Name	IncloudOpenStack
Type	private
Sut_Type	whitebox
Virtualized	KVM
Manager_Protocol	InCloudOS
Manager_Version	V6
Hardware_Availability	May-2022
Software/Service_Availability	May-2022
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	Inspur
Platform	CS5280H
CPU_Description	Hygon C86 7285 32-core Processor
CPU_Frequency_MHz	2000
RAM_Memory	256 GB, ECC, DDR4, 2933MHz RDIMM
Local_Storage	2 x 900GB SATA SSD, RAID 1
Quantity	1
Availability_Date	May-2022
OS_Version	Ubuntu 16.04.2 LTS
OS_Availability_Date	Nov-2019
Network_Adapter_1	Intel Corporation I350 Gigabit Network Connection
Network_Adapter_2	Intel Corporation 82599ES 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	the control machine is KVM virtual machine

Cloud Manager Node
Parameter	Value
Hw_Vendor	Inspur
Hw_Platform	CS5280H
CPU_Type	Hygon C86 7285 32-core Processor
CPU_Count	2
CPU_Cores_Per	32
CPU_Frequency_MHz	2000
RAM_Memory_GB	256
RAM_Memory_Type	32GB ECC DDR4 2933 MHz
Hw_Availability_Date	May-2022
Local_Storage	2 x 900GB SATA SSD RAID1,10 x 1.636TB SAS HDD RAID5
Quantity	1
Virtualized	KVM
Network_Adapter_1	Intel Corporation I350 Gigabit Network Connection
Network_Adapter_2	Intel Corporation 82599ES 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	Inspur KOS
OS_Availability_Date	May-2022
Notes	None

Cloud Computes Nodes
Parameter	Value
type 1_Compute_nodes	7
type 1_Hw_Vendor	Inspur(NF5280M6)
type 1_Hw_Platform	Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz
type 1_Quantity	7
type 1_CPU_Type	x86
type 1_CPU_Count	2
type 1_CPU_Cores_Per	32
type 1_CPU_Frequency_MHz	2600
type 1_RAM_Memory_GB	512GB
type 1_Primary_Cache_KB	32 KB I + 48 KB D per core, on chip
type 1_Secondary_Cache_KB	1.25 MB I+D per core, on chip
type 1_RAM_Memory_Type	32GB ECC DDR4 3200 MHz
type 1_Hw_Availability_Date	May-2021
type 1_Local_Storage	2 x 480GB SATA SSD RAID1,1 x 3TB Nvme
type 1_Virtualized	KVM
type 1_Network_Adapter_1	Intel Corporation I350 Gigabit Network Connection
type 1_Network_Adapter_2	Intel Corporation 82599ES 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	Inspur KOS
type 1_OS_Availability_Date	May-2022
type 1_Notes	None
type 2_Compute_nodes	1
type 2_Hw_Vendor	Inspur(CS5280H)
type 2_Hw_Platform	Hygon C86 7285 32-core Processor
type 2_Quantity	1
type 2_CPU_Type	x86
type 2_CPU_Count	2
type 2_CPU_Cores_Per	32
type 2_CPU_Frequency_MHz	2000
type 2_RAM_Memory_GB	256GB
type 2_RAM_Memory_Type	32GB ECC DDR4 2933 MHz
type 2_Hw_Availability_Date	May-2022
type 2_Local_Storage	2 x 900GB SATA SSD RAID1,10 x 1.636TB SAS HDD RAID5
type 2_Virtualized	KVM
type 2_Network_Adapter_1	Intel Corporation I350 Gigabit Network Connection
type 2_Network_Adapter_2	Intel Corporation 82599ES 10-Gigabit SFI/SFP+ Network Connection
type 2_Network_port_type_1	1000BASE-T
type 2_Network_port_type_2	10GBASE-SR
type 2_Network_speed_port_1	1 Gb/s
type 2_Network_speed_port_2	10 Gb/s
type 2_OS_Version	Inspur KOS
type 2_OS_Availability_Date	May-2022
type 2_Notes	None
type 3_Compute_nodes	1
type 3_Hw_Vendor	Inspur(CS5260F)
type 3_Hw_Platform	PHYTIUM FT S2500
type 3_Quantity	1
type 3_CPU_Type	Arm
type 3_CPU_Count	1
type 3_CPU_Cores_Per	64
type 3_CPU_Frequency_MHz	2000
type 3_RAM_Memory_GB	256GB
type 3_RAM_Memory_Type	16GB ECC DDR4 3200 MHz
type 3_Hw_Availability_Date	Jul-2020
type 3_Local_Storage	1 x 480GB SATA SSD,4 x 2TB SATA HDD RAID0
type 3_Virtualized	KVM
type 3_Network_Adapter_1	WangXun(R) WX1860-LC Gigabit Ethernet Controller
type 3_Network_Adapter_2	Intel Corporation 82599ES 10-Gigabit SFI/SFP+ Network Connection
type 3_Network_port_type_1	1000BASE-T
type 3_Network_port_type_2	1000BASE-T
type 3_Network_speed_port_1	1 Gb/s
type 3_Network_speed_port_2	1 Gb/s
type 3_OS_Version	Inspur KOS
type 3_OS_Availability_Date	May-2022
type 3_Notes	None