SlideShare a Scribd company logo
1 of 11
Download to read offline
June 20–23, 2016 | Berlin, Germany
Providing Root Cause Analysis to OPNFV Using
Pinpoint -the A-CORD Architecture Use Case
Nir Halachmi, Huawei
NFV Fault Localization Is Challenging
>>>
>>>
>>>
>>>
Physical switch
down
Switch
port down
Host’s NIC
Down
Damaged
host cable
OVS crash
Hypervisor
crash
MTU
misconfigure
L2 agent
crash
IP address
misconfigure
NFV Fault Localization Vision
Automated process of pinpointing the exact source of failure (RCA) from a set of
observed indications in the domain of NFV, SDN & Future Networks
A set of algorithms
A set of APIs
Extendable compute and
storage
Immediate Business Benefits
• Carrier Grade Cloud Environment - Carriers are required to ensure the
move to a virtualized environment but maintain the quality and
performance of the legacy networks
• Reduce OPEX of the NFV environment- There is lack of operational
tools to support the NFV technology adoption
• Shorter Mean Time To Repair (MTTR) - Promote the introduction of
network fault localization and additional monitoring and SLA assurance
applications.
Pinpoint Project Overview
Project Goal: Provide a fault
localization framework for NFV
Deduce the exact source of the failure
from a set of observed failure indications
and reduce the analysis time (RCA)
Pinpoint is aligned with ETSI-NFV -
REL 001 V1.1.1 - Resiliency
RequirementsNeutron/
Nova
Ceilometer/
Monasca
Neutron/
Nova
Neutron/Nova
SDN Controller
User / System
Fault Localization System
(set of analysis methods)
Find root cause(s)
Find correlated failures
root cause(s)
correlated failures
Set test
Get test-info
Get info Get info
Set config
Get info
System OAM tools Fault/ Performance System configuration System models
• Events
• Alarms
• Statistics
• Logs
Expected/desired
Configuration as known
By the CMS
• Layering
• Dependencies
• Topology
• Connectivity
Active tools like
ping, trace etc.
>>>
>>>
>>>
What is A-CORD?
Analytics platform designed
to support multiple analytic
applications for the CORD
architecture
Real time feedback - Allow analytic
apps to customize measurement as
well as modify appropriate flows
and VNFs using ONOS + XOS
Supports multiple
apps from multiple
vendors
Pinpoint Integration Into A-CORD
Dynamic Root Cause Analytics based on A-CORD Architecture
Customer Care
(app)
Security Diagnosis RCA
Pinpoint gets all the events from
ceilometer as well as
configuration ,topology and
layering information and writes
inferred events back to
ceilometer
RCA application gets events in the
standard A-CORD events distribution
mechanism and performs alarms
suppression
Analytic
Apps
A-CORD Analytics Platform
(XOS + Services)
ROADM
(Core)
Apps Apps Apps
ONOS + XOS + OpenStack
LOG Pinpoint
GPON
(Access)
ROADM
(Core)
NFV Fault Localization In Action
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
App App App App App App App App App App App App
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
1 2 3 4 5 6 7 8 9 10 11 12
Host 3 NIC
down
OVS 3 is
down
VMs 7,8,9
disconnected
Apps 4,5
disconnected
1 2 3 4 5 6
1 2 3 4
Apps 4 & 5 disconnected
Host 3 NIC Down
OVS 3 is down
VMs 7,8,9 disconnected
Host 3 NIC failure
Fault Localization Using Dynamic OAM Tools
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
V
M
App App App App App App App App App App App App
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
1 2 3 4 5 6 7 8 9 10 11 12
VMs 7,8,9
disconnected
VM 13
disconnected
Trace route to
Router 2
1 2 3 4 5 6
1 2 3 4
Host 3 NIC Down
OVS 3 is down
VMs 7,8,9 disconnected
Link failure between Router 2 and NIC 3
VM 13 disconnected
OAM tool OAM tool
Trace route to
NIC 3
Summary
Health Management, Reliability, High-Availability and Resiliency are
critical to the success of NFV
The complexity of the Cloud Environment and the transition to NFV
requires a new set of tools and methods to ensure carrier grade service
Pinpoint is the framework to build Fault Localization/Root Cause
Analysis capabilities
Community is welcomed to join the OPNFV Pinpoint project

More Related Content

What's hot

Summit 16: Service Function Chaining: Demo and Usage
Summit 16: Service Function Chaining: Demo and UsageSummit 16: Service Function Chaining: Demo and Usage
Summit 16: Service Function Chaining: Demo and UsageOPNFV
 
Summit 16: Software Defined Operations: The UNIFY SP-DevOps Toolkit
Summit 16: Software Defined Operations: The UNIFY SP-DevOps ToolkitSummit 16: Software Defined Operations: The UNIFY SP-DevOps Toolkit
Summit 16: Software Defined Operations: The UNIFY SP-DevOps ToolkitOPNFV
 
Summit 16: IPv6 in DT's TeraStream
Summit 16: IPv6 in DT's TeraStreamSummit 16: IPv6 in DT's TeraStream
Summit 16: IPv6 in DT's TeraStreamOPNFV
 
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity Services
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity ServicesSummit 16: Open-O Mini-Summit - Orchestrating Network Connectivity Services
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity ServicesOPNFV
 
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!OPNFV
 
Crossing the river by feeling the stones from legacy to cloud native applica...
Crossing the river by feeling the stones  from legacy to cloud native applica...Crossing the river by feeling the stones  from legacy to cloud native applica...
Crossing the river by feeling the stones from legacy to cloud native applica...OPNFV
 
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...OPNFV
 
The Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFVThe Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFVOPNFV
 
ONOS-Based VIM Implementation
ONOS-Based VIM ImplementationONOS-Based VIM Implementation
ONOS-Based VIM ImplementationOPNFV
 
Summit 16: Yardstick: Pre-deployment Tool
Summit 16: Yardstick: Pre-deployment ToolSummit 16: Yardstick: Pre-deployment Tool
Summit 16: Yardstick: Pre-deployment ToolOPNFV
 
Summit 16: Open Baton Overview
Summit 16: Open Baton OverviewSummit 16: Open Baton Overview
Summit 16: Open Baton OverviewOPNFV
 
Platform Independent Packet Processing with ODL
Platform Independent Packet Processing with ODLPlatform Independent Packet Processing with ODL
Platform Independent Packet Processing with ODLOPNFV
 
ONOS-Based VIM Implementation
ONOS-Based VIM ImplementationONOS-Based VIM Implementation
ONOS-Based VIM ImplementationOPNFV
 
Automatic Integration, Testing and Certification of NFV in China Mobile
Automatic Integration, Testing and Certification of NFV in China MobileAutomatic Integration, Testing and Certification of NFV in China Mobile
Automatic Integration, Testing and Certification of NFV in China MobileOPNFV
 
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFV
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFVSummit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFV
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFVOPNFV
 
Summit 16: ETSI NFV Interface and Architecture Overview
Summit 16: ETSI NFV Interface and Architecture OverviewSummit 16: ETSI NFV Interface and Architecture Overview
Summit 16: ETSI NFV Interface and Architecture OverviewOPNFV
 
OPNFV: Road to Next-Generation Network
OPNFV: Road to Next-Generation NetworkOPNFV: Road to Next-Generation Network
OPNFV: Road to Next-Generation NetworkOPNFV
 
Distributed VNF Management - Architecture and Use cases
Distributed VNF Management - Architecture and Use casesDistributed VNF Management - Architecture and Use cases
Distributed VNF Management - Architecture and Use casesTrinath Somanchi
 

What's hot (20)

Summit 16: Service Function Chaining: Demo and Usage
Summit 16: Service Function Chaining: Demo and UsageSummit 16: Service Function Chaining: Demo and Usage
Summit 16: Service Function Chaining: Demo and Usage
 
Summit 16: Software Defined Operations: The UNIFY SP-DevOps Toolkit
Summit 16: Software Defined Operations: The UNIFY SP-DevOps ToolkitSummit 16: Software Defined Operations: The UNIFY SP-DevOps Toolkit
Summit 16: Software Defined Operations: The UNIFY SP-DevOps Toolkit
 
Summit 16: IPv6 in DT's TeraStream
Summit 16: IPv6 in DT's TeraStreamSummit 16: IPv6 in DT's TeraStream
Summit 16: IPv6 in DT's TeraStream
 
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity Services
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity ServicesSummit 16: Open-O Mini-Summit - Orchestrating Network Connectivity Services
Summit 16: Open-O Mini-Summit - Orchestrating Network Connectivity Services
 
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!
Summit 16: OPNFV on ARM - Hardware Freedom of Choice Has Arrived!
 
Crossing the river by feeling the stones from legacy to cloud native applica...
Crossing the river by feeling the stones  from legacy to cloud native applica...Crossing the river by feeling the stones  from legacy to cloud native applica...
Crossing the river by feeling the stones from legacy to cloud native applica...
 
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...
Summit 16: Applying Machine Learning to Intent-based Networking and Nfv Scali...
 
The Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFVThe Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFV
 
ONOS-Based VIM Implementation
ONOS-Based VIM ImplementationONOS-Based VIM Implementation
ONOS-Based VIM Implementation
 
Summit 16: Yardstick: Pre-deployment Tool
Summit 16: Yardstick: Pre-deployment ToolSummit 16: Yardstick: Pre-deployment Tool
Summit 16: Yardstick: Pre-deployment Tool
 
Summit 16: Open Baton Overview
Summit 16: Open Baton OverviewSummit 16: Open Baton Overview
Summit 16: Open Baton Overview
 
Platform Independent Packet Processing with ODL
Platform Independent Packet Processing with ODLPlatform Independent Packet Processing with ODL
Platform Independent Packet Processing with ODL
 
ONOS-Based VIM Implementation
ONOS-Based VIM ImplementationONOS-Based VIM Implementation
ONOS-Based VIM Implementation
 
NFV Open Source projects
NFV Open Source projectsNFV Open Source projects
NFV Open Source projects
 
NFV & Openstack
NFV & OpenstackNFV & Openstack
NFV & Openstack
 
Automatic Integration, Testing and Certification of NFV in China Mobile
Automatic Integration, Testing and Certification of NFV in China MobileAutomatic Integration, Testing and Certification of NFV in China Mobile
Automatic Integration, Testing and Certification of NFV in China Mobile
 
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFV
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFVSummit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFV
Summit 16: Open-O Mini-Summit - TOSCA and YANG Data Modeling for NFV
 
Summit 16: ETSI NFV Interface and Architecture Overview
Summit 16: ETSI NFV Interface and Architecture OverviewSummit 16: ETSI NFV Interface and Architecture Overview
Summit 16: ETSI NFV Interface and Architecture Overview
 
OPNFV: Road to Next-Generation Network
OPNFV: Road to Next-Generation NetworkOPNFV: Road to Next-Generation Network
OPNFV: Road to Next-Generation Network
 
Distributed VNF Management - Architecture and Use cases
Distributed VNF Management - Architecture and Use casesDistributed VNF Management - Architecture and Use cases
Distributed VNF Management - Architecture and Use cases
 

Viewers also liked

OPNFV: Overview and Approach to Upstream Integration
OPNFV: Overview and Approach to Upstream IntegrationOPNFV: Overview and Approach to Upstream Integration
OPNFV: Overview and Approach to Upstream IntegrationOPNFV
 
Logisland "Event Mining at scale"
Logisland "Event Mining at scale"Logisland "Event Mining at scale"
Logisland "Event Mining at scale"Thomas Bailet
 
OpenStack API's and WSGI
OpenStack API's and WSGIOpenStack API's and WSGI
OpenStack API's and WSGIMike Pittaro
 
Building OPNFV as a Platform
Building OPNFV as a PlatformBuilding OPNFV as a Platform
Building OPNFV as a PlatformOPNFV
 
Summit 16: Carrier Grade Testing Integration
Summit 16: Carrier Grade Testing IntegrationSummit 16: Carrier Grade Testing Integration
Summit 16: Carrier Grade Testing IntegrationOPNFV
 
Summit 16: Cengn Experience in Opnfv Projects
Summit 16: Cengn Experience in Opnfv ProjectsSummit 16: Cengn Experience in Opnfv Projects
Summit 16: Cengn Experience in Opnfv ProjectsOPNFV
 
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFV
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFVSummit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFV
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFVOPNFV
 
NFV Orchestration for Telcos using OpenStack Tacker
NFV Orchestration for Telcos using OpenStack TackerNFV Orchestration for Telcos using OpenStack Tacker
NFV Orchestration for Telcos using OpenStack TackerSridhar Ramaswamy
 
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - Enea
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - EneaSummit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - Enea
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - EneaOPNFV
 
Summit 16: ARM Mini-Summit - NFV for the Masses - Marvell
Summit 16: ARM Mini-Summit - NFV for the Masses - MarvellSummit 16: ARM Mini-Summit - NFV for the Masses - Marvell
Summit 16: ARM Mini-Summit - NFV for the Masses - MarvellOPNFV
 
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - CaviumSummit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - CaviumOPNFV
 
Summit 16: Automated Platform for Testing VNF Performance and Interoperabili...
Summit 16: Automated Platform for  Testing VNF Performance and Interoperabili...Summit 16: Automated Platform for  Testing VNF Performance and Interoperabili...
Summit 16: Automated Platform for Testing VNF Performance and Interoperabili...OPNFV
 
Summit 16: OpenStack Tacker - Open Platform for NFV Orchestration
Summit 16: OpenStack Tacker - Open Platform for NFV OrchestrationSummit 16: OpenStack Tacker - Open Platform for NFV Orchestration
Summit 16: OpenStack Tacker - Open Platform for NFV OrchestrationOPNFV
 
Summit 16: Open-O Mini-Summit - VF Event Streaming Project Proposal
Summit 16: Open-O Mini-Summit - VF Event Streaming Project ProposalSummit 16: Open-O Mini-Summit - VF Event Streaming Project Proposal
Summit 16: Open-O Mini-Summit - VF Event Streaming Project ProposalOPNFV
 
Summit 16: Inspiring Cross-Industry Innovation
Summit 16: Inspiring Cross-Industry InnovationSummit 16: Inspiring Cross-Industry Innovation
Summit 16: Inspiring Cross-Industry InnovationOPNFV
 
PNDA - Platform for Network Data Analytics
PNDA - Platform for Network Data AnalyticsPNDA - Platform for Network Data Analytics
PNDA - Platform for Network Data AnalyticsJohn Evans
 
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...OPNFV
 
PaNDA - a platform for Network Data Analytics: an overview
PaNDA - a platform for Network Data Analytics: an overviewPaNDA - a platform for Network Data Analytics: an overview
PaNDA - a platform for Network Data Analytics: an overviewCisco DevNet
 

Viewers also liked (19)

OPNFV: Overview and Approach to Upstream Integration
OPNFV: Overview and Approach to Upstream IntegrationOPNFV: Overview and Approach to Upstream Integration
OPNFV: Overview and Approach to Upstream Integration
 
Logisland "Event Mining at scale"
Logisland "Event Mining at scale"Logisland "Event Mining at scale"
Logisland "Event Mining at scale"
 
OpenStack API's and WSGI
OpenStack API's and WSGIOpenStack API's and WSGI
OpenStack API's and WSGI
 
Evaluation 1
Evaluation 1Evaluation 1
Evaluation 1
 
Building OPNFV as a Platform
Building OPNFV as a PlatformBuilding OPNFV as a Platform
Building OPNFV as a Platform
 
Summit 16: Carrier Grade Testing Integration
Summit 16: Carrier Grade Testing IntegrationSummit 16: Carrier Grade Testing Integration
Summit 16: Carrier Grade Testing Integration
 
Summit 16: Cengn Experience in Opnfv Projects
Summit 16: Cengn Experience in Opnfv ProjectsSummit 16: Cengn Experience in Opnfv Projects
Summit 16: Cengn Experience in Opnfv Projects
 
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFV
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFVSummit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFV
Summit 16: Open-O Mini-Summit - Open Source, Orchestration, and OPNFV
 
NFV Orchestration for Telcos using OpenStack Tacker
NFV Orchestration for Telcos using OpenStack TackerNFV Orchestration for Telcos using OpenStack Tacker
NFV Orchestration for Telcos using OpenStack Tacker
 
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - Enea
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - EneaSummit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - Enea
Summit 16: ARM Mini-Summit - OPNFV vision, contributions and offerings - Enea
 
Summit 16: ARM Mini-Summit - NFV for the Masses - Marvell
Summit 16: ARM Mini-Summit - NFV for the Masses - MarvellSummit 16: ARM Mini-Summit - NFV for the Masses - Marvell
Summit 16: ARM Mini-Summit - NFV for the Masses - Marvell
 
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - CaviumSummit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
 
Summit 16: Automated Platform for Testing VNF Performance and Interoperabili...
Summit 16: Automated Platform for  Testing VNF Performance and Interoperabili...Summit 16: Automated Platform for  Testing VNF Performance and Interoperabili...
Summit 16: Automated Platform for Testing VNF Performance and Interoperabili...
 
Summit 16: OpenStack Tacker - Open Platform for NFV Orchestration
Summit 16: OpenStack Tacker - Open Platform for NFV OrchestrationSummit 16: OpenStack Tacker - Open Platform for NFV Orchestration
Summit 16: OpenStack Tacker - Open Platform for NFV Orchestration
 
Summit 16: Open-O Mini-Summit - VF Event Streaming Project Proposal
Summit 16: Open-O Mini-Summit - VF Event Streaming Project ProposalSummit 16: Open-O Mini-Summit - VF Event Streaming Project Proposal
Summit 16: Open-O Mini-Summit - VF Event Streaming Project Proposal
 
Summit 16: Inspiring Cross-Industry Innovation
Summit 16: Inspiring Cross-Industry InnovationSummit 16: Inspiring Cross-Industry Innovation
Summit 16: Inspiring Cross-Industry Innovation
 
PNDA - Platform for Network Data Analytics
PNDA - Platform for Network Data AnalyticsPNDA - Platform for Network Data Analytics
PNDA - Platform for Network Data Analytics
 
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...
Summit 16: Keynote: HPE Presentation- Transforming Communication Service Prov...
 
PaNDA - a platform for Network Data Analytics: an overview
PaNDA - a platform for Network Data Analytics: an overviewPaNDA - a platform for Network Data Analytics: an overview
PaNDA - a platform for Network Data Analytics: an overview
 

Similar to Summit 16: Providing Root Cause Analysis to OPNFV Using Pinpoint -the A-CORD Architecture Use Case

Enabling SDN for Service Providers by Khay Kid Chow
Enabling SDN for Service Providers by Khay Kid ChowEnabling SDN for Service Providers by Khay Kid Chow
Enabling SDN for Service Providers by Khay Kid ChowMyNOG
 
Embracing SDN in the Next Gen Network
Embracing SDN in the Next Gen NetworkEmbracing SDN in the Next Gen Network
Embracing SDN in the Next Gen NetworkNetCraftsmen
 
SDN in the Enterprise
SDN in the EnterpriseSDN in the Enterprise
SDN in the EnterpriseCisco Canada
 
Network Telemetry: Pushing Boundaries
Network Telemetry: Pushing BoundariesNetwork Telemetry: Pushing Boundaries
Network Telemetry: Pushing BoundariesRam (Ramki) Krishnan
 
PathTrak™ Video Monitoring System for Cable TV
PathTrak™ Video Monitoring System for Cable TVPathTrak™ Video Monitoring System for Cable TV
PathTrak™ Video Monitoring System for Cable TVAndrew Tram
 
Introducing ONAP for OpenStack St Louis Meetup
Introducing ONAP for OpenStack St Louis MeetupIntroducing ONAP for OpenStack St Louis Meetup
Introducing ONAP for OpenStack St Louis Meetupdjzook
 
Is SDN Necessary?
Is SDN Necessary?Is SDN Necessary?
Is SDN Necessary?Bruce Davie
 
OVNC 2015-Enabling Software-Defined Transformation of Service Provider Networks
OVNC 2015-Enabling Software-Defined Transformation of Service Provider NetworksOVNC 2015-Enabling Software-Defined Transformation of Service Provider Networks
OVNC 2015-Enabling Software-Defined Transformation of Service Provider NetworksNAIM Networks, Inc.
 
Exhibitor session: Ciena
Exhibitor session: CienaExhibitor session: Ciena
Exhibitor session: CienaJisc
 
4 wireless pan, lan and man
4 wireless pan, lan and man4 wireless pan, lan and man
4 wireless pan, lan and manManigandan BE
 
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for Enterprises
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for EnterprisesEnabling Multi-access Edge Computing (MEC) Platform-as-a-Service for Enterprises
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for EnterprisesMichelle Holley
 
Iben from Spirent talks at the SDN World Congress about the importance of and...
Iben from Spirent talks at the SDN World Congress about the importance of and...Iben from Spirent talks at the SDN World Congress about the importance of and...
Iben from Spirent talks at the SDN World Congress about the importance of and...Iben Rodriguez
 
D-STREAMON - NFV-capable distributed framework for network monitoring
D-STREAMON - NFV-capable distributed framework for network monitoringD-STREAMON - NFV-capable distributed framework for network monitoring
D-STREAMON - NFV-capable distributed framework for network monitoringStefano Salsano
 
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...“Seamless Deployment of Multimedia and Machine Learning Applications at the E...
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...Edge AI and Vision Alliance
 
Understanding Cisco’s Next Generation SD-WAN Solution with Viptela
Understanding Cisco’s Next Generation SD-WAN Solution with ViptelaUnderstanding Cisco’s Next Generation SD-WAN Solution with Viptela
Understanding Cisco’s Next Generation SD-WAN Solution with ViptelaCisco Canada
 
SDN & NFV Introduction - Open Source Data Center Networking
SDN & NFV Introduction - Open Source Data Center NetworkingSDN & NFV Introduction - Open Source Data Center Networking
SDN & NFV Introduction - Open Source Data Center NetworkingThomas Graf
 
Network Virtualization & Software-defined Networking
Network Virtualization & Software-defined NetworkingNetwork Virtualization & Software-defined Networking
Network Virtualization & Software-defined NetworkingDigicomp Academy AG
 
Amol scadaowasp
Amol scadaowaspAmol scadaowasp
Amol scadaowaspdrewz lin
 

Similar to Summit 16: Providing Root Cause Analysis to OPNFV Using Pinpoint -the A-CORD Architecture Use Case (20)

Enabling SDN for Service Providers by Khay Kid Chow
Enabling SDN for Service Providers by Khay Kid ChowEnabling SDN for Service Providers by Khay Kid Chow
Enabling SDN for Service Providers by Khay Kid Chow
 
Embracing SDN in the Next Gen Network
Embracing SDN in the Next Gen NetworkEmbracing SDN in the Next Gen Network
Embracing SDN in the Next Gen Network
 
SDN in the Enterprise
SDN in the EnterpriseSDN in the Enterprise
SDN in the Enterprise
 
Network Telemetry: Pushing Boundaries
Network Telemetry: Pushing BoundariesNetwork Telemetry: Pushing Boundaries
Network Telemetry: Pushing Boundaries
 
Active network
Active networkActive network
Active network
 
PathTrak™ Video Monitoring System for Cable TV
PathTrak™ Video Monitoring System for Cable TVPathTrak™ Video Monitoring System for Cable TV
PathTrak™ Video Monitoring System for Cable TV
 
Introducing ONAP for OpenStack St Louis Meetup
Introducing ONAP for OpenStack St Louis MeetupIntroducing ONAP for OpenStack St Louis Meetup
Introducing ONAP for OpenStack St Louis Meetup
 
Is SDN Necessary?
Is SDN Necessary?Is SDN Necessary?
Is SDN Necessary?
 
OVNC 2015-Enabling Software-Defined Transformation of Service Provider Networks
OVNC 2015-Enabling Software-Defined Transformation of Service Provider NetworksOVNC 2015-Enabling Software-Defined Transformation of Service Provider Networks
OVNC 2015-Enabling Software-Defined Transformation of Service Provider Networks
 
Exhibitor session: Ciena
Exhibitor session: CienaExhibitor session: Ciena
Exhibitor session: Ciena
 
4 wireless pan, lan and man
4 wireless pan, lan and man4 wireless pan, lan and man
4 wireless pan, lan and man
 
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for Enterprises
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for EnterprisesEnabling Multi-access Edge Computing (MEC) Platform-as-a-Service for Enterprises
Enabling Multi-access Edge Computing (MEC) Platform-as-a-Service for Enterprises
 
Resume
ResumeResume
Resume
 
Iben from Spirent talks at the SDN World Congress about the importance of and...
Iben from Spirent talks at the SDN World Congress about the importance of and...Iben from Spirent talks at the SDN World Congress about the importance of and...
Iben from Spirent talks at the SDN World Congress about the importance of and...
 
D-STREAMON - NFV-capable distributed framework for network monitoring
D-STREAMON - NFV-capable distributed framework for network monitoringD-STREAMON - NFV-capable distributed framework for network monitoring
D-STREAMON - NFV-capable distributed framework for network monitoring
 
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...“Seamless Deployment of Multimedia and Machine Learning Applications at the E...
“Seamless Deployment of Multimedia and Machine Learning Applications at the E...
 
Understanding Cisco’s Next Generation SD-WAN Solution with Viptela
Understanding Cisco’s Next Generation SD-WAN Solution with ViptelaUnderstanding Cisco’s Next Generation SD-WAN Solution with Viptela
Understanding Cisco’s Next Generation SD-WAN Solution with Viptela
 
SDN & NFV Introduction - Open Source Data Center Networking
SDN & NFV Introduction - Open Source Data Center NetworkingSDN & NFV Introduction - Open Source Data Center Networking
SDN & NFV Introduction - Open Source Data Center Networking
 
Network Virtualization & Software-defined Networking
Network Virtualization & Software-defined NetworkingNetwork Virtualization & Software-defined Networking
Network Virtualization & Software-defined Networking
 
Amol scadaowasp
Amol scadaowaspAmol scadaowasp
Amol scadaowasp
 

More from OPNFV

How to Reuse OPNFV Testing Components in Telco Validation Chain
How to Reuse OPNFV Testing Components in Telco Validation ChainHow to Reuse OPNFV Testing Components in Telco Validation Chain
How to Reuse OPNFV Testing Components in Telco Validation ChainOPNFV
 
Energy Audit aaS with OPNFV
Energy Audit aaS with OPNFVEnergy Audit aaS with OPNFV
Energy Audit aaS with OPNFVOPNFV
 
Hands-On Testing: How to Integrate Tests in OPNFV
Hands-On Testing: How to Integrate Tests in OPNFVHands-On Testing: How to Integrate Tests in OPNFV
Hands-On Testing: How to Integrate Tests in OPNFVOPNFV
 
Storage Performance Indicators - Powered by StorPerf and QTIP
Storage Performance Indicators - Powered by StorPerf and QTIPStorage Performance Indicators - Powered by StorPerf and QTIP
Storage Performance Indicators - Powered by StorPerf and QTIPOPNFV
 
Big Data for Testing - Heading for Post Process and Analytics
Big Data for Testing - Heading for Post Process and AnalyticsBig Data for Testing - Heading for Post Process and Analytics
Big Data for Testing - Heading for Post Process and AnalyticsOPNFV
 
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...OPNFV
 
How Many Ohs? (An Integration Guide to Apex & Triple-o)
How Many Ohs? (An Integration Guide to Apex & Triple-o)How Many Ohs? (An Integration Guide to Apex & Triple-o)
How Many Ohs? (An Integration Guide to Apex & Triple-o)OPNFV
 
Being Brave: Deploying OpenStack from Master
Being Brave: Deploying OpenStack from MasterBeing Brave: Deploying OpenStack from Master
Being Brave: Deploying OpenStack from MasterOPNFV
 
Upstream Testing Collaboration
Upstream Testing Collaboration Upstream Testing Collaboration
Upstream Testing Collaboration OPNFV
 
Enabling Carrier-Grade Availability Within a Cloud Infrastructure
Enabling Carrier-Grade Availability Within a Cloud InfrastructureEnabling Carrier-Grade Availability Within a Cloud Infrastructure
Enabling Carrier-Grade Availability Within a Cloud InfrastructureOPNFV
 
Learnings From the First Year of the OPNFV Internship Program
Learnings From the First Year of the OPNFV Internship ProgramLearnings From the First Year of the OPNFV Internship Program
Learnings From the First Year of the OPNFV Internship ProgramOPNFV
 
OPNFV and OCP: Perfect Together
OPNFV and OCP: Perfect TogetherOPNFV and OCP: Perfect Together
OPNFV and OCP: Perfect TogetherOPNFV
 
The Return of QTIP, from Brahmaputra to Danube
The Return of QTIP, from Brahmaputra to DanubeThe Return of QTIP, from Brahmaputra to Danube
The Return of QTIP, from Brahmaputra to DanubeOPNFV
 
Improving POD Usage in Labs, CI and Testing
Improving POD Usage in Labs, CI and TestingImproving POD Usage in Labs, CI and Testing
Improving POD Usage in Labs, CI and TestingOPNFV
 
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...OPNFV
 
Distributed vnf management architecture and use-cases
Distributed vnf management  architecture and use-casesDistributed vnf management  architecture and use-cases
Distributed vnf management architecture and use-casesOPNFV
 
Software-defined migration how to migrate bunch of v-ms and volumes within a...
Software-defined migration  how to migrate bunch of v-ms and volumes within a...Software-defined migration  how to migrate bunch of v-ms and volumes within a...
Software-defined migration how to migrate bunch of v-ms and volumes within a...OPNFV
 
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...OPNFV
 
My network functions are virtualized, but are they cloud-ready
My network functions are virtualized, but are they cloud-readyMy network functions are virtualized, but are they cloud-ready
My network functions are virtualized, but are they cloud-readyOPNFV
 
Challenge in asia region connecting each testbed and poc of distributed nfv ...
Challenge in asia region  connecting each testbed and poc of distributed nfv ...Challenge in asia region  connecting each testbed and poc of distributed nfv ...
Challenge in asia region connecting each testbed and poc of distributed nfv ...OPNFV
 

More from OPNFV (20)

How to Reuse OPNFV Testing Components in Telco Validation Chain
How to Reuse OPNFV Testing Components in Telco Validation ChainHow to Reuse OPNFV Testing Components in Telco Validation Chain
How to Reuse OPNFV Testing Components in Telco Validation Chain
 
Energy Audit aaS with OPNFV
Energy Audit aaS with OPNFVEnergy Audit aaS with OPNFV
Energy Audit aaS with OPNFV
 
Hands-On Testing: How to Integrate Tests in OPNFV
Hands-On Testing: How to Integrate Tests in OPNFVHands-On Testing: How to Integrate Tests in OPNFV
Hands-On Testing: How to Integrate Tests in OPNFV
 
Storage Performance Indicators - Powered by StorPerf and QTIP
Storage Performance Indicators - Powered by StorPerf and QTIPStorage Performance Indicators - Powered by StorPerf and QTIP
Storage Performance Indicators - Powered by StorPerf and QTIP
 
Big Data for Testing - Heading for Post Process and Analytics
Big Data for Testing - Heading for Post Process and AnalyticsBig Data for Testing - Heading for Post Process and Analytics
Big Data for Testing - Heading for Post Process and Analytics
 
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...
Testing, CI Gating & Community Fast Feedback: The Challenge of Integration Pr...
 
How Many Ohs? (An Integration Guide to Apex & Triple-o)
How Many Ohs? (An Integration Guide to Apex & Triple-o)How Many Ohs? (An Integration Guide to Apex & Triple-o)
How Many Ohs? (An Integration Guide to Apex & Triple-o)
 
Being Brave: Deploying OpenStack from Master
Being Brave: Deploying OpenStack from MasterBeing Brave: Deploying OpenStack from Master
Being Brave: Deploying OpenStack from Master
 
Upstream Testing Collaboration
Upstream Testing Collaboration Upstream Testing Collaboration
Upstream Testing Collaboration
 
Enabling Carrier-Grade Availability Within a Cloud Infrastructure
Enabling Carrier-Grade Availability Within a Cloud InfrastructureEnabling Carrier-Grade Availability Within a Cloud Infrastructure
Enabling Carrier-Grade Availability Within a Cloud Infrastructure
 
Learnings From the First Year of the OPNFV Internship Program
Learnings From the First Year of the OPNFV Internship ProgramLearnings From the First Year of the OPNFV Internship Program
Learnings From the First Year of the OPNFV Internship Program
 
OPNFV and OCP: Perfect Together
OPNFV and OCP: Perfect TogetherOPNFV and OCP: Perfect Together
OPNFV and OCP: Perfect Together
 
The Return of QTIP, from Brahmaputra to Danube
The Return of QTIP, from Brahmaputra to DanubeThe Return of QTIP, from Brahmaputra to Danube
The Return of QTIP, from Brahmaputra to Danube
 
Improving POD Usage in Labs, CI and Testing
Improving POD Usage in Labs, CI and TestingImproving POD Usage in Labs, CI and Testing
Improving POD Usage in Labs, CI and Testing
 
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...
Run OPNFV Danube on ODCC Scorpio Multi-node Server - Open Software on Open Ha...
 
Distributed vnf management architecture and use-cases
Distributed vnf management  architecture and use-casesDistributed vnf management  architecture and use-cases
Distributed vnf management architecture and use-cases
 
Software-defined migration how to migrate bunch of v-ms and volumes within a...
Software-defined migration  how to migrate bunch of v-ms and volumes within a...Software-defined migration  how to migrate bunch of v-ms and volumes within a...
Software-defined migration how to migrate bunch of v-ms and volumes within a...
 
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...
Securing your nfv and sdn integrated open stack cloud- challenges, use-cases ...
 
My network functions are virtualized, but are they cloud-ready
My network functions are virtualized, but are they cloud-readyMy network functions are virtualized, but are they cloud-ready
My network functions are virtualized, but are they cloud-ready
 
Challenge in asia region connecting each testbed and poc of distributed nfv ...
Challenge in asia region  connecting each testbed and poc of distributed nfv ...Challenge in asia region  connecting each testbed and poc of distributed nfv ...
Challenge in asia region connecting each testbed and poc of distributed nfv ...
 

Recently uploaded

Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfngoud9212
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 

Recently uploaded (20)

Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdf
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 

Summit 16: Providing Root Cause Analysis to OPNFV Using Pinpoint -the A-CORD Architecture Use Case

  • 1. June 20–23, 2016 | Berlin, Germany
  • 2. Providing Root Cause Analysis to OPNFV Using Pinpoint -the A-CORD Architecture Use Case Nir Halachmi, Huawei
  • 3. NFV Fault Localization Is Challenging >>> >>> >>> >>> Physical switch down Switch port down Host’s NIC Down Damaged host cable OVS crash Hypervisor crash MTU misconfigure L2 agent crash IP address misconfigure
  • 4. NFV Fault Localization Vision Automated process of pinpointing the exact source of failure (RCA) from a set of observed indications in the domain of NFV, SDN & Future Networks A set of algorithms A set of APIs Extendable compute and storage
  • 5. Immediate Business Benefits • Carrier Grade Cloud Environment - Carriers are required to ensure the move to a virtualized environment but maintain the quality and performance of the legacy networks • Reduce OPEX of the NFV environment- There is lack of operational tools to support the NFV technology adoption • Shorter Mean Time To Repair (MTTR) - Promote the introduction of network fault localization and additional monitoring and SLA assurance applications.
  • 6. Pinpoint Project Overview Project Goal: Provide a fault localization framework for NFV Deduce the exact source of the failure from a set of observed failure indications and reduce the analysis time (RCA) Pinpoint is aligned with ETSI-NFV - REL 001 V1.1.1 - Resiliency RequirementsNeutron/ Nova Ceilometer/ Monasca Neutron/ Nova Neutron/Nova SDN Controller User / System Fault Localization System (set of analysis methods) Find root cause(s) Find correlated failures root cause(s) correlated failures Set test Get test-info Get info Get info Set config Get info System OAM tools Fault/ Performance System configuration System models • Events • Alarms • Statistics • Logs Expected/desired Configuration as known By the CMS • Layering • Dependencies • Topology • Connectivity Active tools like ping, trace etc. >>> >>> >>>
  • 7. What is A-CORD? Analytics platform designed to support multiple analytic applications for the CORD architecture Real time feedback - Allow analytic apps to customize measurement as well as modify appropriate flows and VNFs using ONOS + XOS Supports multiple apps from multiple vendors
  • 8. Pinpoint Integration Into A-CORD Dynamic Root Cause Analytics based on A-CORD Architecture Customer Care (app) Security Diagnosis RCA Pinpoint gets all the events from ceilometer as well as configuration ,topology and layering information and writes inferred events back to ceilometer RCA application gets events in the standard A-CORD events distribution mechanism and performs alarms suppression Analytic Apps A-CORD Analytics Platform (XOS + Services) ROADM (Core) Apps Apps Apps ONOS + XOS + OpenStack LOG Pinpoint GPON (Access) ROADM (Core)
  • 9. NFV Fault Localization In Action V M V M V M V M V M V M V M V M V M V M V M V M V M V M V M V M App App App App App App App App App App App App 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 1 2 3 4 5 6 7 8 9 10 11 12 Host 3 NIC down OVS 3 is down VMs 7,8,9 disconnected Apps 4,5 disconnected 1 2 3 4 5 6 1 2 3 4 Apps 4 & 5 disconnected Host 3 NIC Down OVS 3 is down VMs 7,8,9 disconnected Host 3 NIC failure
  • 10. Fault Localization Using Dynamic OAM Tools V M V M V M V M V M V M V M V M V M V M V M V M V M V M V M V M App App App App App App App App App App App App 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 1 2 3 4 5 6 7 8 9 10 11 12 VMs 7,8,9 disconnected VM 13 disconnected Trace route to Router 2 1 2 3 4 5 6 1 2 3 4 Host 3 NIC Down OVS 3 is down VMs 7,8,9 disconnected Link failure between Router 2 and NIC 3 VM 13 disconnected OAM tool OAM tool Trace route to NIC 3
  • 11. Summary Health Management, Reliability, High-Availability and Resiliency are critical to the success of NFV The complexity of the Cloud Environment and the transition to NFV requires a new set of tools and methods to ensure carrier grade service Pinpoint is the framework to build Fault Localization/Root Cause Analysis capabilities Community is welcomed to join the OPNFV Pinpoint project