Performance Summary

Validation, Errors, and Issues

• Stopping condition reason: Benchmark stopped because number of AIs reporting results reached the configured value. Result received from AIs:150, _rules_reported_ais:150, _ais_issued:152: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 Hadoop Master
Parameter	Value
instance_type_name	medium
cpu	4
memory	4GB
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	4GB
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	4GB
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	4GB
disk_size	40GB
disk_backed	block storage
image_name	cassandra_ycsb
Notes	some text

Cloud High Level Information and Availability
Parameter	Value
Name	IncloudOpenStack
Type	private
Sut_Type	whitebox
Virtualized	KVM
Manager_Protocol	InCloudOpenStack
Manager_Version	V5
Hardware_Availability	Apr-2018
Software/Service_Availability	Apr-2018
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	2.7.12
JVM_version	1.8.0_242
Hadoop_version	2.7.5
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	Genuine Intel
Platform	NF5280M5
CPU_Description	Intel(R) Xeon(R) Silver 4214 CPU @ 2.20GHz
CPU_Frequency_MHz	2200
RAM_Memory	128 GB, ECC, DDR4, 2933MHz RDIMM
Local_Storage	2 x 480G SSD RAID1
Quantity	3
Availability_Date	Apr-2019
OS_Version	Ubuntu 16.04.2 LTS
OS_Availability_Date	Nov-2019
Network_Adapter_1	1 x Intel Corporation X550T 10-Gigabit SFI/SFP+ Network Connection
Network_port_type_1	10GBASE-SR
Network_port_type_2	10GBASE-SR
Network_speed_port_1	10 Gb/s
Network_speed_port_2	10 Gb/s
Notes	None

Cloud Manager Node
Parameter	Value
Hw_Vendor	Inspur
Hw_Platform	NF5180M5
CPU_Type	Intel(R) Xeon(R) Silver 4214 CPU @ 2.20GHz
CPU_Count	2
CPU_Cores_Per	24
CPU_Frequency_MHz	2200
RAM_Memory_GB	128
Cache L1	32 KB I + 32 KB D on chip per core
Cache L2	1 MB I+D on chip per core
RAM_Memory_Type	ECC DDR4 2933 MHz
Hw_Availability_Date	Apr-2019
Local_Storage	2 x 480G SSD RAID1,6 x 480G SSD
Quantity	1
Virtualized	KVM
Network_Adapter_1	1 x Intel Corporation X550T 10-Gigabit SFI/SFP+ Network Connection
Network_port_type_1	10GBASE-SR
Network_port_type_2	10GBASE-SR
Network_speed_port_1	10 Gb/s
Network_speed_port_2	10 Gb/s
OS_Version	InCloudOpenStack V5
OS_Availability_Date	Dec-2019
Notes	None

Cloud Computes Nodes
Parameter	Value
type 1_Compute_nodes	97
type 1_Hw_Vendor	Inspur
type 1_Hw_Platform	Intel(R) Xeon(R) Silver 4214 CPU @ 2.20GHz
type 1_Quantity	97
type 1_CPU_Type	x86
type 1_CPU_Count	2
type 1_CPU_Cores_Per	24
type 1_CPU_Frequency_MHz	2200
type 1_RAM_Memory_GB	128G
type 1_Cache L1	32 KB I + 32 KB D on chip per core
type 1_Cache L2	1 MB I+D on chip per core
type 1_RAM_Memory_Type	ECC DDR4 2933 MHz
type 1_Hw_Availability_Date	Apr-2019
type 1_Local_Storage	2 x 480G SSD RAID1, 6 x 480G SSD
type 1_Virtualized	KVM
type 1_Network_Adapter_1	1 x Intel Corporation X550T 10-Gigabit SFI/SFP+ Network Connection
type 1_Network_port_type_1	10GBASE-SR
type 1_Network_port_type_2	10GBASE-SR
type 1_Network_speed_port_1	10 Gb/s
type 1_Network_speed_port_2	10 Gb/s
type 1_OS_Version	InCloudOpenStack V5
type 1_OS_Availability_Date	Dec-2019
type 1_Notes	None

Cloud Schematic