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Demo  how to efficiently evaluate nf-vi performance by leveraging opnfv testing projects
Evaluate NFVI Performance by
Leveraging OPNFV Testing Projects
Gao Liang, Huawei
Trevor Cooper, Intel Corp.
Agenda
1. Challenges
2. Rules & Choices
3. Examples & Demo
4. Future Directions
NFV Performance Testing Challenges
• Complex SUT configurations are required for optimal performance
• Numerous choices are required for test tools as well as test environments
• Virtual applications and network NFVI resources may interact
• Multi-vendor solutions add to testing complexity
• Deployment/orchestration automation impacts performance
• Testing methods must be integrated with CI and DevOps
Traditional Performance Testing Methods are Useful but Not Sufficient
“Rules” for Efficient NFV Performance Testing
1. Know yourself … developer, solution architects, user perspectives differ
2. Know your use-case … service and network SLAs define workloads
3. Know your words … metric definitions and test methods impact results
4. Know your friends … OPNFV and other communities can help you
OPNFV Test Ecosystem
OPNFV Performance Testing Menu
1. System Under Test (SUT) 2. Traffic Generator 3. Test Automation Framework
NFVI + VIM + MANO
• SampleVNF (vACL, vFW, vCGNAT, …)
• SFC, …
Commercial hardware
• Ixia
• Spirent
• Xena
NFVI + VIM + MANO
• Dovetail
• NFVbench
NFVI + VIM
• Compute
• Storage
• Network
• vloop-vnf (dpdk-testpmd, Linux bridge,
L2fwd module)
• Spirent stress-VM
• Virtual Traffic classifier
Commercial virtual
• Ixia
• Spirent
NFVI + VIM
• Yardstick
• Storperf
• Bottleneck
• Qtip
NFVI
• Virtual switching (OVS, OVS-dpdk, VPP)
• HW offload (TSO, crypto, SmartNIC)
• Physical / virtual interfaces
• NIC (10GE, 40GE, …)
• Vhost-user
• Pass-through, SR-IOV
Open Source software
• Pktgen
• Moongen
• TREX
• PROX
NFVI
• VSPERF
• Storperf
Drive
standardization
Promote a defined
platform and reuse
Establish best
practice
Integrate
Deploy
Test
Deploy
Test
Master (N)
Release
Validation
NFVI components
& subsystems
Stable (N-1)
Stress Testing
Project Master (N)
Merge & Verify
OPNFV Dev
CI/CD/CT
Project Stable (N-1)
Daily
Test Cases
Test Scripts
Configurations
Performance
Ranges
Pre-production
Evaluation
Operator Proprietary
Tests
Test Data
Test Artifacts
Scenarios
OPNFV Production
CI/CD/CT
Compliance Testing
Test Dashboards
Reference
Performance Ranges
Reference
Configurations
Euphrates Performance Testing
NFVI + VIM
Dashboards
User NFVI Testing
Commercial VNF
Testing
OperatortestingVendortesting
Developertesting
Release testing
VSPERF DUT is an important part of the E2E Data Path
• Virtual Switching technology and offloads
• Physical and virtual ports
• Virtualized Workload
9
VSPERF Test Automation
• Source/build SW components
• Set up vSwitch
• Set up workload
• Set up traffic generator
• Execute test cases
• Collect test results
• Log and store data
• Generate test statistics &
result dashboards / reports
Network SLA
Capacity / BW
Loss
Delay
Delay variation
Network Performance
Metrics & Statistics
VSPERF Dataplane Performance Testing
Switching Operations
• Speed
• Accuracy
• Reliability
• Scalability
NFVI Forwarding Capability
• Frame loss
• Maximum forwarding rate
• Burst behavior
• Packet Delay Distribution
• Scalability (flows, active ports, etc.)
Yardstick Overview
•Methodology for verifying infrastructure from the perspective of a VNF
aligned with ETSI TST 001.
Test VM Test VM
…
Define
Identify
Select
RUN
•Where do we fit
E2E NFV testing
NFVI
Testing
VNF
Testing
Pre-
Deployme
nt Testing
VNF infra
Testing
Yardstick
Collect
Yardstick Test case Overview
Storage
Storage IOPS
thrp, latency
disk size, block size
and disk utilization
Network
* Network Latency between VM
* Network throughput and packet loss
* Packet delay variation
* Network throughput and packet loss
* Network latency in dpdk
* Network latency between nodes
* Cache hit/miss ratio and usage, nw thrp and latency
* Network capacity and scale
* IP datagram error rate, ICMP message error rate, TCP
segment error rate and UDP datagram error rate
Compute
Cache utilization
memory read latency
memory rw bandwidth
Processing speed,CPU Load
Meminfo, CPUinfo
IPv6
IPV6 network latency
KVM4NFV
KVM Latency
measurements
HA
Openstack Service HA
Neutron Server
Keystone
Glance Api
Cinder Api
Swift Proxy
Network HA
CPU Overload HA
Disk I/O Block HA
Load Balance Service HA
Openstack Virtual IP HA
Parser
translate from yang to tosca
Bottlenecks
Posca stress traffic
(throughput)
Posca stress ping (life cycle)
Vsperf
rfc2544_back2back_dummy
rfc2544_continuous_dummy
rfc2544_throughput_dummy
Storperf
Storage
performance via
Storperf
Feature
Test Case
NFVI extended
CPU Pinning
VM support NUMA
Live Migration
Cold Migration
Huge pages
VLAN/VxLAN
Affinity and Anti-affinity
SR-IOV
DPDK
NFV
extended
NFVI
Generic
Integrating
test caseNetwork Service
Benchmark
Yardstick Architecture Overview
Extensible
•Restful API & CLI support ,can be easily integrated
•Plug-in support , can easily integrate other tools
•Python 3 support
Customizable
•Core as a Orchestrator
•Scenarios as a library (Test operation)
•Contexts as a library (Test Pre-condition)
•Jinja2 support (Test case)
Ease to Use
•Docker image
•Offline support
•UI &DB and Report
• Using Yardstick test cases to evaluate NFVI performance
• Installation
• Web UI
• SUT management
• Test case management
• Project->Task->report
• Live Migration Test case Run
• Upload your Yardstick test case to evaluate NFVI performance
• Upload test case
• Run storperf test case via Yardstick.
Yardstick Demo
Future
• Advanced Stress Testing
• Simulator capabilities
• Post processing/analytics/staging
• Data + modeling
• Performance Testing as a Service
• Micro Service Approach
• Run any test case from any projects you want with Unified User Interface
• Common Traffic Generator, VNF on boarding, System level configuration.
• All projects with Common DB , Test API, Dashboard

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Demo how to efficiently evaluate nf-vi performance by leveraging opnfv testing projects

  • 2. Evaluate NFVI Performance by Leveraging OPNFV Testing Projects Gao Liang, Huawei Trevor Cooper, Intel Corp.
  • 3. Agenda 1. Challenges 2. Rules & Choices 3. Examples & Demo 4. Future Directions
  • 4. NFV Performance Testing Challenges • Complex SUT configurations are required for optimal performance • Numerous choices are required for test tools as well as test environments • Virtual applications and network NFVI resources may interact • Multi-vendor solutions add to testing complexity • Deployment/orchestration automation impacts performance • Testing methods must be integrated with CI and DevOps Traditional Performance Testing Methods are Useful but Not Sufficient
  • 5. “Rules” for Efficient NFV Performance Testing 1. Know yourself … developer, solution architects, user perspectives differ 2. Know your use-case … service and network SLAs define workloads 3. Know your words … metric definitions and test methods impact results 4. Know your friends … OPNFV and other communities can help you
  • 7. OPNFV Performance Testing Menu 1. System Under Test (SUT) 2. Traffic Generator 3. Test Automation Framework NFVI + VIM + MANO • SampleVNF (vACL, vFW, vCGNAT, …) • SFC, … Commercial hardware • Ixia • Spirent • Xena NFVI + VIM + MANO • Dovetail • NFVbench NFVI + VIM • Compute • Storage • Network • vloop-vnf (dpdk-testpmd, Linux bridge, L2fwd module) • Spirent stress-VM • Virtual Traffic classifier Commercial virtual • Ixia • Spirent NFVI + VIM • Yardstick • Storperf • Bottleneck • Qtip NFVI • Virtual switching (OVS, OVS-dpdk, VPP) • HW offload (TSO, crypto, SmartNIC) • Physical / virtual interfaces • NIC (10GE, 40GE, …) • Vhost-user • Pass-through, SR-IOV Open Source software • Pktgen • Moongen • TREX • PROX NFVI • VSPERF • Storperf Drive standardization Promote a defined platform and reuse Establish best practice
  • 8. Integrate Deploy Test Deploy Test Master (N) Release Validation NFVI components & subsystems Stable (N-1) Stress Testing Project Master (N) Merge & Verify OPNFV Dev CI/CD/CT Project Stable (N-1) Daily Test Cases Test Scripts Configurations Performance Ranges Pre-production Evaluation Operator Proprietary Tests Test Data Test Artifacts Scenarios OPNFV Production CI/CD/CT Compliance Testing Test Dashboards Reference Performance Ranges Reference Configurations Euphrates Performance Testing NFVI + VIM Dashboards User NFVI Testing Commercial VNF Testing OperatortestingVendortesting Developertesting Release testing
  • 9. VSPERF DUT is an important part of the E2E Data Path • Virtual Switching technology and offloads • Physical and virtual ports • Virtualized Workload 9 VSPERF Test Automation • Source/build SW components • Set up vSwitch • Set up workload • Set up traffic generator • Execute test cases • Collect test results • Log and store data • Generate test statistics & result dashboards / reports Network SLA Capacity / BW Loss Delay Delay variation Network Performance Metrics & Statistics
  • 10. VSPERF Dataplane Performance Testing Switching Operations • Speed • Accuracy • Reliability • Scalability NFVI Forwarding Capability • Frame loss • Maximum forwarding rate • Burst behavior • Packet Delay Distribution • Scalability (flows, active ports, etc.)
  • 11. Yardstick Overview •Methodology for verifying infrastructure from the perspective of a VNF aligned with ETSI TST 001. Test VM Test VM … Define Identify Select RUN •Where do we fit E2E NFV testing NFVI Testing VNF Testing Pre- Deployme nt Testing VNF infra Testing Yardstick Collect
  • 12. Yardstick Test case Overview Storage Storage IOPS thrp, latency disk size, block size and disk utilization Network * Network Latency between VM * Network throughput and packet loss * Packet delay variation * Network throughput and packet loss * Network latency in dpdk * Network latency between nodes * Cache hit/miss ratio and usage, nw thrp and latency * Network capacity and scale * IP datagram error rate, ICMP message error rate, TCP segment error rate and UDP datagram error rate Compute Cache utilization memory read latency memory rw bandwidth Processing speed,CPU Load Meminfo, CPUinfo IPv6 IPV6 network latency KVM4NFV KVM Latency measurements HA Openstack Service HA Neutron Server Keystone Glance Api Cinder Api Swift Proxy Network HA CPU Overload HA Disk I/O Block HA Load Balance Service HA Openstack Virtual IP HA Parser translate from yang to tosca Bottlenecks Posca stress traffic (throughput) Posca stress ping (life cycle) Vsperf rfc2544_back2back_dummy rfc2544_continuous_dummy rfc2544_throughput_dummy Storperf Storage performance via Storperf Feature Test Case NFVI extended CPU Pinning VM support NUMA Live Migration Cold Migration Huge pages VLAN/VxLAN Affinity and Anti-affinity SR-IOV DPDK NFV extended NFVI Generic Integrating test caseNetwork Service Benchmark
  • 13. Yardstick Architecture Overview Extensible •Restful API & CLI support ,can be easily integrated •Plug-in support , can easily integrate other tools •Python 3 support Customizable •Core as a Orchestrator •Scenarios as a library (Test operation) •Contexts as a library (Test Pre-condition) •Jinja2 support (Test case) Ease to Use •Docker image •Offline support •UI &DB and Report
  • 14. • Using Yardstick test cases to evaluate NFVI performance • Installation • Web UI • SUT management • Test case management • Project->Task->report • Live Migration Test case Run • Upload your Yardstick test case to evaluate NFVI performance • Upload test case • Run storperf test case via Yardstick. Yardstick Demo
  • 15. Future • Advanced Stress Testing • Simulator capabilities • Post processing/analytics/staging • Data + modeling • Performance Testing as a Service • Micro Service Approach • Run any test case from any projects you want with Unified User Interface • Common Traffic Generator, VNF on boarding, System level configuration. • All projects with Common DB , Test API, Dashboard