South Africa Routing and Switching Feb 2024 (1).pdf

EzeAlexanderIk 118 views 43 slides Jul 20, 2024
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About This Presentation

Routing and switching


Slide Content

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
Ciena
Routing & Switching
Darren Murtagh
February 2024

© Ciena Corporation 2023. All rights reserved. Proprietary Information.2
Agenda
1.CienaRouting & Switching Strategy
2.Ciena’sAdaptive Network
3.Routing & Switching Portfolio
4.Coherent Routing
5.

© Ciena Corporation 2023. All rights reserved. Proprietary Information.3
Ciena in IP Networks
685+ Customer Deployments
2.1M+ installed devices & 21M+ ports - includes major financials,
utilities, and governments.
#1 Global Ethernet Access Devices
Control
Plane
Service
Layer
End user
Service
Transport
Layer
Experience
Intelligent OAM
AdaptiveIPMCP

© Ciena Corporation 2023. All rights reserved. Proprietary Information.4
GA Solutions – SAOS 10.x
Ongoing & Roadmap Business Development
xHaul Wholesale 5G Aggregation
•Backhaul
•Midhaul
•Fronthaul
Ethernet
Wholesale
Connectivity








Small
80G
Medium
360G
Large
800G
Outdoor
1/10/25G UNI
25/100/400 NNI
eCPRI & CPRI
Low Latency
Network Slicing
Adv. Sync
Ext-Temp
•L2 Opt. Transport
•Adv. OAM & SAT
•Scalable PM Stats
•Sync & GNSS
•Ext Temp &
Weatherproof
options
•Srv Resiliency
10/25G Aggregation
100G Aggregation
5169
Tower
aggregation
L2 & L3
Outdoor
800G 2.4T 7.2T
Mobility

© Ciena Corporation 2023. All rights reserved. Proprietary Information.5
GA “Solutions” – SAOS 10.x, Vyatta & Versa
Ongoing & Roadmap Business Development
Eth & L3 Bus Services










L2VPNs
L3VPNs
EVPNs
Enterprise PON DIA+ & Cloud SD-WAN / SASE
Ethernet
10GXGS-PON
vRouter
on uCPE
vRouter
in Azure
1G 10G 25G
40G
SAT & OAM
Advanced QoS
Serv Resiliency
100G
Vyatta vRouter
w/ Cirrus Orchestration
Optimized for performance
High-scale IPSec support
DPI & basic firewall w/
traffic steering
Versa
w/ Versa Director OrchestrationuOLT Plug
OLT
51xx/81xx
Business ONUs
& uONU Plug
SAT & OAM
Type B Prot.
1-10G clients
IP/MPLS
Range of
appliances
SSE &
SASE
Vertically integrated secure SD-WAN & SASE
Versa technology w/ Ciena CMS & Global Support
Integration options on 3926
Enterprise

© Ciena Corporation 2023. All rights reserved. Proprietary Information.6
GA “Solutions” – SAOS 10.x & Benu
Ongoing & Roadmap Business Development









OLT Only Complete PON vBNG Residential Transport
Interop is key
BNG
Virtualized CUPS
UP CP
OLT
Middle Mile
uOLT Plug
OLT
51xx/81xx
ONU/ONTs
3806
uOLT Plug
OLT
51xx/81xx
Open OMCI interface
Published 3
rd
party ONU interop guide
“In-Service Interop” for ONUs
3
rd
party switch & router support (uOLT)
Benu vBNG
Fully Virtualized CUPS
architecture
Built on 10+ years of WAG
know-how
WAG also available
Range of scalable routers & switches up to 14T
Proven interop with 3
rd

party BNGs & OLTs
51xx/81xx
Residential

© Ciena Corporation 2023. All rights reserved. Proprietary Information.7
GA “Solutions” – SAOS 10.x
Ongoing & Roadmap Business Development









Full Value Solution Disaggregated Solution
•Routers
•WL5n Plugs
•ELS
•MCP
•Routers
•WL5n Plugs
•3
rd
Party Line
Systems
•MCP
Coherent Routing
w/ Ciena’s Adaptive IP
51xx/81xx/
WR
High Power
QFSP- DD
(100-400G) ELS, RLS or
6500
MCP
Multi-Layer
Mgmt & Ctrl
Disaggregated
ML NOS
Leverage components of the Coherent Routing solution
together w/ 3
rd
Party
Support for a mix of Rtrs, Plugs and/or line systems
Standards based Coherent ZR & ZR+ pluggables
MCP support using standardized models
Optical Convergence

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
Adaptive
Network

© Ciena Corporation 2023. All rights reserved. Proprietary Information.9
39xx 51xx 81xx38xx
Purpose- built routing and switching platforms common Open
API
Performance and interoperable
coherent optics
Use case optimized
photonic line systems
Bandwidth
interconnect
Intelligent network control
Optimized network
performance
Adaptive IP Apps
MCP
Domain Controller
Liquid Spectrum
Service Lifecycle Management
WR
Ciena’s Adaptive Network

© Ciena Corporation 2023. All rights reserved. Proprietary Information.10
2015 2018 2019 2020 2021 2022
Orchestration
and Automation
Inventory
Route Optimization
& Assurance
Service Assurance
Routing & Virtualization
Virtual BNG
PON
AdaptiveIP Apps
Acquisitions
Supporting the Adaptive Network

© Ciena Corporation 2023. All rights reserved. Proprietary Information.11



Bay Area
Ottawa
Gurgaon &
Bangalore
12-year journey, 1,000+ engineers dedicated to Routing & Switching
UK
Boston
Strategic Focus, expanding Ciena’s IP capabilities

© Ciena Corporation 2023. All rights reserved. Proprietary Information.12
5 Product Families 240+ Customers* 6 Continents
Customers
SAOS 10 Global Market Traction

© Ciena Corporation 2023. All rights reserved. Proprietary Information.13
Improved
Service
Velocity
Simplicity
Increased
Efficiency
2
3
1
Leverages programmable interfaces and analytics-driven
automation to build fluid architecture. Uses the same
models across a diverse set of physical and virtual
platforms. No more box-centric networks, CLI scripts or
error-prone manual processes.
Developed to be open, standards-based and to embrace
disaggregated interoperability across all network layers.
No more proprietary APIs and closed solution models.
Powered by Ciena’s Modern Container Based Service
Aware Operating System (SAOS). Enables disaggregation
with one code base for physical, virtual and disaggregated
routing. Avoids legacy feature bloat. No more complete OS
or platform revamps
.
Ciena’sAdaptiveNetwork Summary
IP Delivered Differently

© Ciena Corporation 2023. All rights reserved. Proprietary Information.14
SAOS 10.x Overview
Next Generation Disaggregated IP Operating System

© Ciena Corporation 2023. All rights reserved. Proprietary Information.

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
Routing & Switching
Portfolio

© Ciena Corporation 2023. All rights reserved. Proprietary Information.17
NGME Portfolio
38xx/39xx
<100G
High Performance, Purpose Built Platforms for Next Gen Metro & Edge applications


 
51xx 81xx WaveRouter

100G to <2T 2T to 14T 6T to 200T
Access Photonic Line System Metro and Core Line System - ROADM
Converged Metro & Edge

Coherent edge line system (ELS) 6500 & Reconfigurable Line System (RLS)

Mesh
Ptp & Ring
Not all platforms represented
Pluggable Optics
WL5n Coherent
& WR-48K
5169 5184 5186 8192
5134
WR-6K, 12K
3931
3802 3803 3804 3806 3807
New in
2024

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Routing & Switching Products
8114
5164/51665130/5134
3928 51443926-9053924
5168
< 120Gb/s
2,4 Tb/s – 14,4 Tb/s
300Gb/s – 1.6Tb/s
8110 8112
5130 = 2 x 100G, 12 x 1/10/25GE
5134 = 2 x 100G QSFP-DD
12 x 1/10/25G SFP28
12 x 1/10G SFP+
4 x 100M,1G, SFP
4 X 1/10G, SFP+
5132
4 x 100G
2 are QSFP-DD
22 x 100G QSFP28
4 x 25/10/1G SFP28
4 x 100/200/400G QSFP-DD
2 x 400G CFP2-DCO
36 x 1/10/25G SFP28
4 x 100/200/400G QSFP-DD
5164 = 32 x 1/10/25G, SFP28
4 x 100/200G QSFP-DD
5166 = 32 x 1/10/25G, SFP28
2 x 100/200/400G QSFP-DD/CFP2-DCO
2 x 100G
12 x 1/10/25G
24 x 1/10/25G
4 X 100/200G
CPRI / eCPRI /RoE
5131
8140
40 x 100G QSFP56-DD
8 x 100-400G QSFP-DD
Coherent or Grey
48 Tb/s – 192 Tb/s
WaveRouter 12T WaveRouter 24T
WaveRouter 48T WaveRouter 48T to 192T
30 x 100G to 400G QSFP-DD
2 x QBox
60 x 100G to 400G QSFP-DD, 4 x QBox
32 x WL5e, 16 x WL6e , 2 x Ubox
20 x 1G,
8 x 10G
8 x 1G, SFP
4 x 10G, SFP+
6 x 1/10G, SFP+
2 x1G, SFP
X86 for NFV, TDM_E1 versions
7.2T Jericho 2C+ 2.4T Qumran 2C 2.4T Qumran 2C
800G Qumran 2A 800G Qumran 2A 360G Qumran 2U 360G Qumran 2U
120G Qumran UX
90G Metrolite 44G Metrolite 48G Metrolite
26 to
52
slot
7 slot 2 slot
2.4T Qumran 2C
48 x 1/10/25G SFP28+
6 x 100G QSFP28
4 x 400GE QSFP-DD (FRU)
4 x 400GE CFP2-DCO (FRU)
16 x 100GE QSFP28 (FRU)
3984/85
80G Qumran2N
6 x SFP28
1/10/25G
13 slot
3948
4x10GE/1G SFP+
12x1GE/100M SFP
Optional 1588v2/SyncE
64G Qumran UX
360G Qumran 2U
8/16 x 800G/400G QSFP112-DD
20 x 100-400 QSFP112
8192
14.4T Jericho 3
800G ZR/ZR+
36 x 100-400G QSFP-DD
Coherent or Grey
8190
14.4T Jericho 2C+
5171G2
800G Qumran 2A
32 x 1/10/25G
8 X 10/25/50G
4 x 200/100G
8 x 100G QSFP28
4 x 25/10/1G
4 x 200/100G QSFP-DD
5169
800G Qumran 2A
2024
2024
GA
GA
2024
5184/5186
5184 = 32 x 25/10/1G SFP28
4 x 100/200/400GG QSFP-DD
5186 = 8 x200/100G QSFP28/56
4 x 100/200/400GG QSFP-DD
120 x 100G to 400G QSFP-DD, 8 x QBox
64 x WL5e, 32 x WL6e , 4 x Ubox
480 x 100G to 400G QSFP-DD, 32 x QBox
256 x WL5e, 64 x WL6e , 4 x Ubox
3922
2 x 100M/1G, SFP
2 x 10M/100M/1G. RJ-45
2 x 1/10, SFP+
24G Metrolite
1.6T Qumran 2X
2024

© Ciena Corporation 2023. All rights reserved. Proprietary Information.19
Hardware delivered in 2023
10.9
5169
800G
10.9.1
5171 G2
800G
(8) QSFP28 (100G)
(4) QSFP-DD
(200G/100G)
(4) SFP28 (25G/10G/1G)



(32) 1/10/25G SFP28 + 8 10/25/50G)(4) 40/100G/200G QSFP-DD




10.9
8140
7.2T 10.9.1
811x
FRUs
2 x 400G QSFP-DD 12 x 10/25G SFP28


Adds to 3 currently supported FRUs (8x100G, 2x400G w/o MACSec, & 2x400G CFP2- DCO)
(40) 100G SFP-DD(8) 100G/200G/400G QSFP-DD
1RU
2RU
2RU


8190
14.4T


(36) 100G/200G/400G QSFP-DD

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(8) 10G/1G SFP+
(2) 10/100/1000 RJ45



10.10.1
1RU (2) QSFP-DD
100G
(12) SFP+
(10G/1G)
(12) SFP28
(25G/10G/1G)



10.10.1 10.10
10.10.110.1010.10
1RU
1RU 2RU




(32) SFP28
(25/10/1G)
(4) QSFP-DD
(400G/200G/100G)
(8) QSFP28/56
(200G/10z0G)
(4) QSFP-DD
(400G/200G/100G)




(8/16) 800G/400G QSFP112- DD
(20) 100G/200G/400G QSFP112


*IPSec is hdw ready
3931 G2
82G
5134
360G
5164E
800G
5184
1.6T
5186
1.6T
8192
14.4T
1RU (32) SFP28
(25/10/1G)
(4) QSFP-DD
(200G/100G)



New Hardware planned for 2024

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NID/NTE Lead Platforms
1G 10G
25G 40G & 100G 400G
3922 3924








3903x 3903









3984 5132 8112











© Ciena Corporation 2023. All rights reserved. Proprietary Information.22
Purpose- Built High-Scale Coherent Routers
Coherent Agg
Routers
Coherent Metro Routers
8114
Coherent Routing (IP/Optical Convergence)
WaveRouter
8110
8112
7.2Tb/s2.4Tb/s
8140
8190
14.4Tb/s
8192
12Tb/s 48 to 192Tb/s+
WaveRouter
2-Slot
WaveRouter
7-slot
24Tb/s
New
New
New

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
Coherent Routing

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Automate and simplify
Through coordinated
multi-layer operations
Scale and evolve
Via an extensible
architecture
Fast-track sustainability
With leading innovation across
all networking layers
L0
L3
Ciena's Coherent Routing


Optical


IP/MPLS
Multi-layer Controller

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Solution Applicability
Ciena Multi-layer IP/Optical convergence applicable to all cases
IP LinkIP
Layer
Photonic Layer
Traditional Architecture Coherent Routing
IP Link/ L0 Photonic Service
xponder
Fiber
FiberPhotonic Layer
IP Link
$
OpEx
Reduce time and cost in
executing multi-layer, lifecycle
network operations
Increase quality of experience & revenues by planning and optimizing for market
demands effectively
$
QoE
Integrate and automate
end-to-end workflows
across open infrastructure

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Introducing Ciena’s Coherent Routing
Coherent Optics
Multi-layer
Coordinated Network Control
Optimized Photonics
Purpose-built
Coherent Routers
Equip operators with industry leading multi-layer networking capabilities
IP/MPLS
Optical
Ciena Services
MCP
as Multi-layer Controller
IETF / T-API
NETCONF/YANG
REST API
Operational Support Systems


Optical


IP/MPLS
gRPC/ gNMI

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Purpose- Built High-Scale Coherent Routers
Coherent Agg
Routers
Coherent Metro Routers
8114
Coherent Routing (IP/Optical Convergence)
WaveRouter
8110
8112
7.2Tb/s2.4Tb/s
8140
8190
14.4Tb/s
8192
12Tb/s 48 to 192Tb/s+
WaveRouter
2-Slot
WaveRouter
7-slot
24Tb/s
New
New
New

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
MCP & AIPA

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Ciena’s domain controller: Manage, Control and Plan (MCP)
The foundation for automated, multi-layer lifecycle operations
Vast breadth of integrated capabilities –
much more than an NMS
Unified lifecycle operations:
•FCAPS is table stakes
•Network and service management in a unified interface
•Integrated planning, commissioning, management & assurance
•Multi-vendor support for IP devices, foreign optical systems
•Multi-layer SDN control of infrastructure
•Platform for advanced apps to optimize multi-layer network
performance
Next-gen platform for scalability:
•Cloud- native platform for deployment on- prem or cloud or as
managed service, plus ease of scalability
•Micro-services architecture for modular extensibility
Open for automated operations:
•Open APIs simplify OSS integration & workflow automation
•Ease of integration and test with Ciena’s Emulation Cloud
MCP
Domain Controller

© Ciena Corporation 2023. All rights reserved. Proprietary Information.30
Advanced Apps build on MCP to provide IntelligentNetwork Control
Multi-vendor IP/MPLS path-
and service- aware performance
analytics with automated SR-
TE PCE to improve service
assurance
Real-time analytics and visibility
across programmable photonic
layer to increase network
capacity and service availability
Intuitive visualization of operational data to simplify and automate repetitive tasks and mitigate issues
MCP
Domain Controller
PlannerPlus
Adaptive IP Apps
LiquidSpectrum
MCP
AdvancedApps
Multi-layer Operations
APIs
EmulationCloud
GUI

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Adaptive IP Apps –Designed to optimize IP network performance
+
Operational Support
Systems (OSS)
Multi-vendor IP/MPLS infrastructure
Open APIs
Open APIs
Intelligent network control
Service Monitoring
Traffic Engineering
Network Monitoring
IP/MPLS network analytics and performance management through advanced visibility, analysis, and
optimization, with automated path computation and provisioning capabilities
Adaptive IP Apps
MCP
Domain Controller
Market-leading IP/MPLS planning and
analytics platform
•Collects and models extensive data from
a multi-vendor network
•Identifies customer impact of errors in
the network – now and in the past
•Knows exactly the details and the state
of the network, always
•“What if” sandbox analysis to proactively align with SLAs
… providing improved service assurance
with reduced MTTI, MTTR, operational cost
…providing the foundation for an excellent
multi-vendor PCE and multi-layer
management use cases

© Ciena Corporation 2023. All rights reserved. Proprietary Information.32
Why AIPA? Manage the Complexity of IP/MPLS Networks
Edge
Compute
Packet-Optical Underlay
Peering / Transit
Provider
Public Cloud
RAN
TE Tunnel
5GC
End
Users
L2 / L3 VPN IGP
Core
Access
Aggregation
Routing Analysis
Introduce New Services Load Balancing
Traffic Analysis
Peering Decisions
Troubleshoot Issues
Traffic Engineering
Assure Devices
KEY NETWORK OPERATION FUNCTIONS
Config Changes
SLA Monitoring
What-if AnalysisAddress Schemes
SLA Penalties
BUSINESS IMPACT OF SERVICE ISSUES
Brand Reputation
Revenue Loss
Higher OPEX
Customer Churn
Staff Burnout
BGP
BGP

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Ciena AIPA Product Suite
Multi-Layer
Visualization
Telemetry
Monitoring
IP/MPLS
Services
Monitoring
IP/MPLS
Automation
Route Analysis
(IGP / BGP / RSVP-TE / SR Policy monitoring, planning)
•Path Computation Element
(PCE) for computing
constraints-based path
between given end points
•Path Computation Element
Protocol (PCEP) for
automated provisioning of TE
tunnels based on constraints,
policies and network state
•Automated traffic optimization
to alleviate congestion using
policies and traffic matrices
Collect performance metrics and traffic data (NetFlow, IPFIX, etc.) and correlate with routing events for path and service- aware
assurance
Historical Data Real-time Future State
AIPA base module for monitoring of the network control plane, forensic analysis, and planning with what-if modeling
•IGP and BGP routing topology, routing events, path changes
•RSVP- TE & Segment Routing Policy monitoring
•Planning and change impact analysis
•Other monitoring features
AIPA Product Suite
•Discovers IP and packet optical transport layers
•Correlate IP path and MPLS tunnels with L0- 2 underlay
Monitor L3VPNs, VPLS, VPWS, EVPNs, multicast, etc. for service level visibility
Network Monitoring
Service Monitoring
Traffic Engineering
Adaptive IP Apps

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Adaptive IP Apps functionality
Service Monitoring
Traffic Engineering
Network Monitoring
•Real-time monitoring of the network control plane, forensic analysis and what-if modeling
•IGP and BGP routing paths
•Segment Routing (SR), SR-TE policy and RSVP-TE monitoring
•Discovery of IP and optical transport network and correlation of IP paths and MPLS tunnels with
underlying optical layer
•Performance metrics correlated with routing behavior for path-aware performance analytics, incl.
Interface/link utilizations, errors, drops, link delay/jitter, and router/line-card CPU/memory utilization
•Traffic matrix visualization through 3
rd
party devices: flow records correlated with routing data for path-
aware analytics
•SR-TE policy provisioning workflow including IP path computation engine (PCE)
•Automated provisioning of new SR-TE tunnels based on policies, constraints and network state
•Real-time monitoring of overlay services, forensic analysis and what-if modeling
•VPN monitoring (EVPN, L2, L3)
•Service performance metrics correlated with routing behavior for path-aware, service-aware
performance analytics, incl. service delay/loss/jitter
•Traffic matrix visualization through 3
rd
party devices: flow records correlated with routing data for path-
aware, service-aware analytics
Note: Network Monitoring is a prerequisite for one or more other Apps
Adaptive IP Apps

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How AIPA works in a multi-vendor network
Adaptive IP Apps see the network as
the routers see it
•Maintain an always accurate control
plane model
•Passively collect and record all
IGP/BGP messages by joining the
real-time control plane
•Collect information about SR and
RSVP-TE tunnels in real-time
•Collect service-level information on
EVPNs, L2 VPNs, L3 VPNs
•Collect streaming telemetry and IP
SLA performance metrics
•Collect route-policies
•Collect static information
•Collect OTN topology and state
Adaptive IP Apps
Traffic flows and performance metrics are correlated with the control plane model for path-aware network analysis
AS4 (IS- IS)

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Network Monitoring capabilities
Full network visualization of Ciena SAOS 10.x and
3
rd
party routers
IP topology –IS-IS, OSPF, BGP
MPLS LDP
Performance Analytics
Interface/link utilizations, errors, drops, etc.
Dynamic Link delay/jitter
Router/line- card CPU/memory utilization
For large networks, BGP is a common area of
issues –workflow direct from map or direct from
menu, isolate timeframe with slider, compare to
expected behavior
Traffic Analytics
Traffic matrix visualization
Traffic simulation
Automated failures
Blue line shows the
number of BGP routes
compared against grey
baseline to give indication
of “normal” behavior

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Service Monitoring capabilities
Service visualization over Ciena and 3
rd
party devices
L2/L3 VPNs
VPLS, EVPN-VPWS
Performance/SLA Analytics
Service delay/loss/jitter
Traffic Analytics
Traffic matrix services visualization
Service traffic drill-in to TE underlays

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Traffic Engineering capabilities
SR-TE/RSVP- TE Policy provisioning workflow
including layer 3 PCE
SR-TE/RSVP- TE Analytics
SR-TE/RSVP- TE Simulation
SR-TE/RSVP- TE Traffic

© Ciena Corporation 2023. All rights reserved. Proprietary Information.39
Consistent user interface across network layers
Multi-layer visualization within MCP
•Based on holistic information model
correlating multiple layers
•Consistent and complete experience for
optical, Ethernet, IP network and service
management
•Seamless navigation between layers
•DVR playback / timeline scrubbing
•L3 awareness
•Topology IndependentLoop- Free
Alternate (TI- LFA) protection path
•Multi-vendor awareness
Breadth of APIs to enable automation
Contextual workflow and navigation
MCP Adaptive IP Apps

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Identify failure and impact across layers
Identify cross layer dependencies
and layer of root cause
AIPA DVR provides time navigation of when IP service was impacted and re-routed
Contextual workflow and navigation between IP and multi-layer view

© Ciena Corporation 2023. All rights reserved. Proprietary Information.41
MCP abstracts IP/Optical network complexity in a single controller
IETF / T-API
NETCONF/YANG
REST API
Operational Support Systems


Optical


IP/MPLS
gRPC/ gNMI
MCP
as Multi-layer Controller
Correlation from optical underlay to IP services
via holistic information model and open APIs
L3 IP/MPLS services (VPN)
Traffic Engineering (TE) Tunnel between nodes
IP Link between ports
Ethernet connection between ports
L1 transport client service
L0 photonic service
L0 transport client service
A B
Choice of router/plug/transponder

© Ciena Corporation 2023. All rights reserved. Proprietary Information.42
Power of Adaptive IP Apps –Addressing key business challenges
•Monitor and report on performance for revenue- generating services
•Know which devices support specific services
•Ensure sufficient resiliency to handle failure conditions
SERVICE
ASSURANCE
•Be alerted to routing events that impact service delivery
•Triage, diagnose and close trouble tickets faster
•Resolve transient/intermittent routing issues
TROUBLESHOOTING
•Avoid outages caused by network maintenance
•Predict the impact of a new customer or service
•Monitor and verify the impact of changes
CHANGE CONTROL & PLANNING
•Maintain optimum network configurations
•Optimize BGP peering relationships
•Avoid unnecessary SLA penalties
OPERATING COSTS
•Intelligent analytics enabled closed- loop automation features
•Constraint- based path computation and optimization for services
•Integration with 3
rd
party controllers via open REST APIs
NETWORK AUTOMATION

© Ciena Corporation 2023. All rights reserved. Proprietary Information.
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