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5G Network
management of
Intelligent Transport
Systems
Aneta vulgarakis feljan
Ericsson Research
© Ericsson 2015 | ADCOM 2015 | Page 2
Agenda
THE WHY
THE WHAT
THE HOW
EXAMPLES
CONCLUSIONS
© Ericsson 2015 | ADCOM 2015 | Page 3
Agenda
THE WHY
© Ericsson 2015 | ADCOM 2015 | Page 4
Industry transformation
Transformed
IndustriesTraditional Industries
Devices Applications
Operators & Network
Digitalize & Mobilize
© Ericsson 2015 | ADCOM 2015 | Page 5
Future NETWORKED SOCIETY
Boom of OTT
applications/services
Efficient Industries and Society
Text
Global
Standards
Mobile Media Delivery
Massive M2M
Communications
Energy
Efficiency
Critical Machine
Type Communications
© Ericsson 2015 | ADCOM 2015 | Page 6
One network – 5G
multiple industries – Diverse Usecases
@
A common network platform
10-100X
End-user Data Rates
5X
Lower Latency
10-100X
Connected Devices
10X
Battery Life
1000X
Mobile Data
Volumes
Access Core Cloud
© Ericsson 2015 | ADCOM 2015 | Page 7
MWC’2015
© Ericsson 2015 | ADCOM 2015 | Page 8
THE CHALLENGE
As complexity of
systems grows, there is a
need in effective
management for both
Telecom and Industry and
Society customers
COMPLEXITY
Diverse QoS
THE NEED
Automation allows self-
configuration, rapid
deployment of new
services as well as
ensuring desired system
properties.
AUTOMATION
SYSTEMIC PERSPECTIVE
HORIZONTALIZATION
THE RESULT
› Cut fuel costs and increased First to
launch LTE in the US
› Boosted mobile broadband
performance, driving down network
costs
› 15x increase in throughput and
spectral efficiencies
THE GOAL
Value creation can be
achieved by extending
ourselves beyond
connectivity management
and providing decision
across the stack ensuring
optimal e2e solution
running on a relevant NW
NEW VALUES
RELEVANT NETWORKS
Decision
support
© Ericsson 2015 | ADCOM 2015 | Page 9
Complexity in the Networked Society
e.g. transportation systems are increasingly
complex and full of sensors, smart devices and
steered by multiple services running on both
devices and cloud
the integration of components like trucks,
trailers and containers into a 5G system shall
be simple
Self configuring
NO admin
© Ericsson 2015 | ADCOM 2015 | Page 10
Differentiated Quality of Service
Live video feed from front camera to the driver
of vehicle behind for safer overtaking
› High bandwidth
› Low latency
› High critical
Automatic meter reading and sending data to the
cloud
• High bandwidth
• Less critical
Electric Utility
Company
Smart Meters
User
Mix of criticality & changes in mobile n/ws
Prioritised data streams
© Ericsson 2015 | ADCOM 2015 | Page 11
Agenda
THE WHAT
© Ericsson 2015 | ADCOM 2015 | Page 12
– Systems with embedded software that
– directly record physical data using sensors and affect physical processes using actuators;
– evaluate and save recorded data, and actively or reactively interact with both with the physical and
digital world;
– are connected with one another and in global networks via
digital communication facilities
– use globally available data and services;
– have a series of dedicated, multimodal
human-machine interfaces
Cyber-Physical Systems
© Ericsson 2015 | ADCOM 2015 | Page 13
Raw data feeds from network
Cyber-Physical System control stack
Business objectives
Reasoning and Formal Methods
Semantics and context
Raw data feeds from devices
Available assets
presentation application
Technologies and Components
Applied Context
Declarative and
Procedural
Knowledge
Real World Model
Observation and
Control
Things and Places
Decision Support,
Automation & Management
Sensors &
Actuators
Data Analytics Processed data feeds
Analytics
Data capture, Actuator commands
Machine learning, Stream analytics,
Pattern recognition, Anomaly detection
Semantic annotation,
Entity of Interest modeling
Knowledge management, verification and
synthesis, reasoning, workflow optimization
People/GoodsLogistics
PlatooningviaInfrastructure
ConnectivityNetworks Core NW
RANCapillary
Network events
UC 1 UC 2 … UC N
ABSTRACTIONANDSEMANTICS
CONTROLANDACTUATION
IoT Services
© Ericsson 2015 | ADCOM 2015 | Page 14
Agenda
THE HOW
© Ericsson 2015 | ADCOM 2015 | Page 15
A paradigm shift in mobile network
implementation
Customers
Private individuals, B2B
Customers
Private individuals, B2B
Network Service
Lifecycle Management
Network Service
Lifecycle Management
DevicesDevices
Radio AccessRadio Access
Core NetworkCore Network
Service control
Actuation & Monitoring
Tailored Network & Services
Non-automated
Years-long
services
Telco (e.g. GSM, 3G, LTE) lifecycle
management function
Customers
Private individuals, Small & medium
enterprises SMEs, large multinational
org., institutes and govt.
Customers
Private individuals, Small & medium
enterprises SMEs, large multinational
org., institutes and govt.
5G Service
Lifecycle Management
5G Service
Lifecycle Management
DevicesDevices
Core NetworkCore Network
Radio AccessRadio Access
Service control
Actuation & Monitoring
Services Level Agreements,
negotiations/renegotiations
Virtualization
Partition Core & Radio
Isolation
Billions of devices
Different nature
(vehicles,
smartphones, etc)
Largely automated
Short & long
services
5G Service lifecycle management
function
Specific devices
© Ericsson 2015 | ADCOM 2015 | Page 16
Customer Service Offerings
Network Slice Blueprints /Network service templates
Customer Service Offerings
Network Slice Blueprints /Network service templates
Resources “Toolbox”
Virtual resources Non-virtual resources
Services provided by the different operator domains
(Transport, Infrastructure & Platform, Access and Network Functions, …)
Resources “Toolbox”
Virtual resources Non-virtual resources
Services provided by the different operator domains
(Transport, Infrastructure & Platform, Access and Network Functions, …)
Mobile
Broadband
Nomadic
Broadband
Wire-line
Internet access
Industry
Automation
Enterprise
Communication
Massive
Sensors/Actuator
Health Care
…...
……
…...
……
Physical Resources
(Access, Connectivity, Computing, Storage, ..)
Logical
NetworksNetwork Service
Orchestration
Service n
Health
Robotic communication
Media
Mobile Broadband
Network Slice
Composition
5G –Service creation using
network slices
© Ericsson 2015 | ADCOM 2015 | Page 17
Network Slice
GENERIC USE CASE
I want service
A
1
3
Would you mind
service A*?
4 Ok!
6 Actuation
N Current status of the world
RAN
GUI
Intelligence
Knowledge
Base
Models
Analytics (numbers)
Analysis (models)
AI techniques
2
Analysis / Planning
8
Resource
Decommissioning
Network
CORE
© Ericsson 2015 | ADCOM 2015 | Page 18
User Interface Layer
5G Service Lifecycle Management Layer
Orchestration Layer: Assignment of Resources to the Network Slices
Control Layer: Reservation, release of core network and radio resources
Core Network
Virtualized & Non-Virtualized Hardware
Radio Access
Base Stations, WiFi Hotspots, Capillary Gateways, etc.
Costumer 5G Network Owner Radio Access / Network Core Operator
Management Function Access APIs
SLA Creation (Generation of a Network Slice Deployment Description) Slice Monitoring, Resizing and
Decommisioning
Network Resource Registration
SLA Deployment and Control API
Provisions resources for new network slices, serving newly contracted customer
SLAs, based on the Network Slice Descriptions
Modifies, terminates SLAs by resizing/releasing resources of corresponding network
slices.
Core N/W and Radio Access Configuration APIs
Allocates/releases resources (e.g. by instantiating containers or Virtual Machines in
the core Network, reserving shared radio access
Modifies, terminates SLAs by resizing/releasing resources of corresponding network
slices.
Resource Control APIs
Device Management Access APIs
Conceptual view of the architecture of a 5g network
Devices
Vehicles, Sensors, Mobile Phones, Drones, etc.
© Ericsson 2015 | ADCOM 2015 | Page 19
User Interface Layer
Service Description Creation Costumer Service
Deployment
5G Operator Service Monitoring
and Decommisioning
PROTOTYPE IMPLEMENTATION OF A 5g system
Analysis ModuleService
Description
SLA store
Monitoring and Service
Module
Monitoring and Service
Decommissioning
Module
Service Parameter Description Present parameters of chosen
service to user
5G Service Lifecycle
Management Layer
Service
requirements
Store new SLA
Remove SLA
Orchestration and
Control Layer Cloudify
Cloudify API
Unistall and Deleter Deployment
Radio Access and
Core Network Openstack
O/S
Core N/W hardware and
software
Vehicles, Sensors, Mobile Phones, Drones, etc.
Devices
Radio Access Network Stub
Cloudify API
Deploy and Install Deployment
Celopmeter Data pushed to ELK
(Elastic Search, Logstash and Kibana)
OpenStack API
© Ericsson 2015 | ADCOM 2015 | Page 20
KMAF
Actuation
Data/Event Feeds
Upper
Ontology
Common Sense
delivering trains
navigation
trailer
containers
logistics
Actions
Presentation
Knowledge
Assets
Inference
Simulation
Verification
What-if Analysis
Property Check
Domain
Expert
Technologies behind the scenes -KMAF
Knowledge
Acquisition
Module
Knowledge
User
Mission/Goal
(Approver)
© Ericsson 2015 | ADCOM 2015 | Page 21
Technologies behind the scenes – DYNAMIC PLANNING
Model of the
real world
REAL WORLD
PLANNER
EXECUTOR AND MONITOR
Modeling
Sensing
Actuation
Behavioral
Reactive
Planning
Domain Independent
(move-to-next-segment t2 s2 s6)
(move-to-next-segment t1 s1 s4)
(move-to-next-segment t2 s6 s8)
(move-to-next-segment t1 s4 s5)
(move-to-next-segment t1 s5 s7)
(move-to-next-segment t2 s8 s10)
(move-to-next-segment t2 s10 s11)
(pickup-package t1 s7 p2 c1)
(move-to-next-segment t2 s11 s12)
(move-to-next-segment t1 s7 s9)
(move-to-next-segment t2 s12 s15)
(move-to-next-segment t1 s9 s11)
(move-to-next-segment t2 s15 s19)
(move-to-next-segment t1 s11 s12)
(move-to-next-segment t2 s19 s21)
(drop-package t1 s12 p2 c2)
(move-to-next-segment t2 s21 s5)
(move-to-next-segment t1 s12 s15)
(move-to-next-segment t2 s5 s7)
(pickup-package t2 s7 p1 c1)
(move-to-next-segment t2 s7 s9)
(move-to-next-segment t2 s9 s11)
(move-to-next-segment t2 s11 s12)
(drop-package t2 s12 p1 c2)
© Ericsson 2015 | ADCOM 2015 | Page 22
Agenda
EXAMPLES
© Ericsson 2015 | ADCOM 2015 | Page 23
CONCEPTUAL user interface –
ORDERING A SERVICE
© Ericsson 2015 | ADCOM 2015 | Page 24
MWC’2015
© Ericsson 2015 | ADCOM 2015 | Page 25
› Transport two containers within limited period of time. Ask the system if it can
move 5 containers from one storage to another within 200 time units (which it
cannot). The system suggests to use two trains and increase delivery time to
300 time units. An operator confirms the recommendation.
Use case
© Ericsson 2015 | ADCOM 2015 | Page 26
CITY TRANSPORT USE CASE
Connected
Traffic Cloud
Connected
Vehicle Cloud
Traffic
Authority
Reaching out to vehicles and road users
TRAFFIC
MANAGEMENT
Optimize routes based on available data (inc. Network data)
Intelligent Management
© Ericsson 2015 | ADCOM 2015 | Page 27
CITY BUS TRANSPORT USE CASE
Legend
Smart City
People & Vehicles
Radio Access
People
Buses and Trucks
Vehicle Actuation
and Mobility Data
Human Mobility
Data
Network Core (virtual and physical assets)
Capacity Flow and Management SDK
5G Network Lifecycle Management Function
Network
Operator(s)
Packet and Network
Core (virtual, physical
assets)
Ericsson
Research
Focus
Third Party
Vendors
Dynamic Bus-Truck
Scheduling based
On Passenger Demand
Dynamic Bus-Truck
Routing
Platooning Autonomous
Driving …
Backhaul
Network
Slice
Customers
© Ericsson 2015 | ADCOM 2015 | Page 28
Agenda
CONCLUSIONS
© Ericsson 2015 | ADCOM 2015 | Page 29
WHAT TO TAKE AWAY FROM HERE
Mobile networks are transforming to become more relevant
for diverse industries:
–Management becomes more complex
–Differentiated quality of service
–Automation at different levels is key
–Network slicing to provide quality of service and isolation meeting the
requirements
–Safety requirements from industries propagate into mobile networks
© Ericsson 2015 | ADCOM 2015 | Page 30
Questions?
© Ericsson 2015 | ADCOM 2015 | Page 31

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5G Network Managament for Inteligent Transport Systems

  • 1. 5G Network management of Intelligent Transport Systems Aneta vulgarakis feljan Ericsson Research
  • 2. © Ericsson 2015 | ADCOM 2015 | Page 2 Agenda THE WHY THE WHAT THE HOW EXAMPLES CONCLUSIONS
  • 3. © Ericsson 2015 | ADCOM 2015 | Page 3 Agenda THE WHY
  • 4. © Ericsson 2015 | ADCOM 2015 | Page 4 Industry transformation Transformed IndustriesTraditional Industries Devices Applications Operators & Network Digitalize & Mobilize
  • 5. © Ericsson 2015 | ADCOM 2015 | Page 5 Future NETWORKED SOCIETY Boom of OTT applications/services Efficient Industries and Society Text Global Standards Mobile Media Delivery Massive M2M Communications Energy Efficiency Critical Machine Type Communications
  • 6. © Ericsson 2015 | ADCOM 2015 | Page 6 One network – 5G multiple industries – Diverse Usecases @ A common network platform 10-100X End-user Data Rates 5X Lower Latency 10-100X Connected Devices 10X Battery Life 1000X Mobile Data Volumes Access Core Cloud
  • 7. © Ericsson 2015 | ADCOM 2015 | Page 7 MWC’2015
  • 8. © Ericsson 2015 | ADCOM 2015 | Page 8 THE CHALLENGE As complexity of systems grows, there is a need in effective management for both Telecom and Industry and Society customers COMPLEXITY Diverse QoS THE NEED Automation allows self- configuration, rapid deployment of new services as well as ensuring desired system properties. AUTOMATION SYSTEMIC PERSPECTIVE HORIZONTALIZATION THE RESULT › Cut fuel costs and increased First to launch LTE in the US › Boosted mobile broadband performance, driving down network costs › 15x increase in throughput and spectral efficiencies THE GOAL Value creation can be achieved by extending ourselves beyond connectivity management and providing decision across the stack ensuring optimal e2e solution running on a relevant NW NEW VALUES RELEVANT NETWORKS Decision support
  • 9. © Ericsson 2015 | ADCOM 2015 | Page 9 Complexity in the Networked Society e.g. transportation systems are increasingly complex and full of sensors, smart devices and steered by multiple services running on both devices and cloud the integration of components like trucks, trailers and containers into a 5G system shall be simple Self configuring NO admin
  • 10. © Ericsson 2015 | ADCOM 2015 | Page 10 Differentiated Quality of Service Live video feed from front camera to the driver of vehicle behind for safer overtaking › High bandwidth › Low latency › High critical Automatic meter reading and sending data to the cloud • High bandwidth • Less critical Electric Utility Company Smart Meters User Mix of criticality & changes in mobile n/ws Prioritised data streams
  • 11. © Ericsson 2015 | ADCOM 2015 | Page 11 Agenda THE WHAT
  • 12. © Ericsson 2015 | ADCOM 2015 | Page 12 – Systems with embedded software that – directly record physical data using sensors and affect physical processes using actuators; – evaluate and save recorded data, and actively or reactively interact with both with the physical and digital world; – are connected with one another and in global networks via digital communication facilities – use globally available data and services; – have a series of dedicated, multimodal human-machine interfaces Cyber-Physical Systems
  • 13. © Ericsson 2015 | ADCOM 2015 | Page 13 Raw data feeds from network Cyber-Physical System control stack Business objectives Reasoning and Formal Methods Semantics and context Raw data feeds from devices Available assets presentation application Technologies and Components Applied Context Declarative and Procedural Knowledge Real World Model Observation and Control Things and Places Decision Support, Automation & Management Sensors & Actuators Data Analytics Processed data feeds Analytics Data capture, Actuator commands Machine learning, Stream analytics, Pattern recognition, Anomaly detection Semantic annotation, Entity of Interest modeling Knowledge management, verification and synthesis, reasoning, workflow optimization People/GoodsLogistics PlatooningviaInfrastructure ConnectivityNetworks Core NW RANCapillary Network events UC 1 UC 2 … UC N ABSTRACTIONANDSEMANTICS CONTROLANDACTUATION IoT Services
  • 14. © Ericsson 2015 | ADCOM 2015 | Page 14 Agenda THE HOW
  • 15. © Ericsson 2015 | ADCOM 2015 | Page 15 A paradigm shift in mobile network implementation Customers Private individuals, B2B Customers Private individuals, B2B Network Service Lifecycle Management Network Service Lifecycle Management DevicesDevices Radio AccessRadio Access Core NetworkCore Network Service control Actuation & Monitoring Tailored Network & Services Non-automated Years-long services Telco (e.g. GSM, 3G, LTE) lifecycle management function Customers Private individuals, Small & medium enterprises SMEs, large multinational org., institutes and govt. Customers Private individuals, Small & medium enterprises SMEs, large multinational org., institutes and govt. 5G Service Lifecycle Management 5G Service Lifecycle Management DevicesDevices Core NetworkCore Network Radio AccessRadio Access Service control Actuation & Monitoring Services Level Agreements, negotiations/renegotiations Virtualization Partition Core & Radio Isolation Billions of devices Different nature (vehicles, smartphones, etc) Largely automated Short & long services 5G Service lifecycle management function Specific devices
  • 16. © Ericsson 2015 | ADCOM 2015 | Page 16 Customer Service Offerings Network Slice Blueprints /Network service templates Customer Service Offerings Network Slice Blueprints /Network service templates Resources “Toolbox” Virtual resources Non-virtual resources Services provided by the different operator domains (Transport, Infrastructure & Platform, Access and Network Functions, …) Resources “Toolbox” Virtual resources Non-virtual resources Services provided by the different operator domains (Transport, Infrastructure & Platform, Access and Network Functions, …) Mobile Broadband Nomadic Broadband Wire-line Internet access Industry Automation Enterprise Communication Massive Sensors/Actuator Health Care …... …… …... …… Physical Resources (Access, Connectivity, Computing, Storage, ..) Logical NetworksNetwork Service Orchestration Service n Health Robotic communication Media Mobile Broadband Network Slice Composition 5G –Service creation using network slices
  • 17. © Ericsson 2015 | ADCOM 2015 | Page 17 Network Slice GENERIC USE CASE I want service A 1 3 Would you mind service A*? 4 Ok! 6 Actuation N Current status of the world RAN GUI Intelligence Knowledge Base Models Analytics (numbers) Analysis (models) AI techniques 2 Analysis / Planning 8 Resource Decommissioning Network CORE
  • 18. © Ericsson 2015 | ADCOM 2015 | Page 18 User Interface Layer 5G Service Lifecycle Management Layer Orchestration Layer: Assignment of Resources to the Network Slices Control Layer: Reservation, release of core network and radio resources Core Network Virtualized & Non-Virtualized Hardware Radio Access Base Stations, WiFi Hotspots, Capillary Gateways, etc. Costumer 5G Network Owner Radio Access / Network Core Operator Management Function Access APIs SLA Creation (Generation of a Network Slice Deployment Description) Slice Monitoring, Resizing and Decommisioning Network Resource Registration SLA Deployment and Control API Provisions resources for new network slices, serving newly contracted customer SLAs, based on the Network Slice Descriptions Modifies, terminates SLAs by resizing/releasing resources of corresponding network slices. Core N/W and Radio Access Configuration APIs Allocates/releases resources (e.g. by instantiating containers or Virtual Machines in the core Network, reserving shared radio access Modifies, terminates SLAs by resizing/releasing resources of corresponding network slices. Resource Control APIs Device Management Access APIs Conceptual view of the architecture of a 5g network Devices Vehicles, Sensors, Mobile Phones, Drones, etc.
  • 19. © Ericsson 2015 | ADCOM 2015 | Page 19 User Interface Layer Service Description Creation Costumer Service Deployment 5G Operator Service Monitoring and Decommisioning PROTOTYPE IMPLEMENTATION OF A 5g system Analysis ModuleService Description SLA store Monitoring and Service Module Monitoring and Service Decommissioning Module Service Parameter Description Present parameters of chosen service to user 5G Service Lifecycle Management Layer Service requirements Store new SLA Remove SLA Orchestration and Control Layer Cloudify Cloudify API Unistall and Deleter Deployment Radio Access and Core Network Openstack O/S Core N/W hardware and software Vehicles, Sensors, Mobile Phones, Drones, etc. Devices Radio Access Network Stub Cloudify API Deploy and Install Deployment Celopmeter Data pushed to ELK (Elastic Search, Logstash and Kibana) OpenStack API
  • 20. © Ericsson 2015 | ADCOM 2015 | Page 20 KMAF Actuation Data/Event Feeds Upper Ontology Common Sense delivering trains navigation trailer containers logistics Actions Presentation Knowledge Assets Inference Simulation Verification What-if Analysis Property Check Domain Expert Technologies behind the scenes -KMAF Knowledge Acquisition Module Knowledge User Mission/Goal (Approver)
  • 21. © Ericsson 2015 | ADCOM 2015 | Page 21 Technologies behind the scenes – DYNAMIC PLANNING Model of the real world REAL WORLD PLANNER EXECUTOR AND MONITOR Modeling Sensing Actuation Behavioral Reactive Planning Domain Independent (move-to-next-segment t2 s2 s6) (move-to-next-segment t1 s1 s4) (move-to-next-segment t2 s6 s8) (move-to-next-segment t1 s4 s5) (move-to-next-segment t1 s5 s7) (move-to-next-segment t2 s8 s10) (move-to-next-segment t2 s10 s11) (pickup-package t1 s7 p2 c1) (move-to-next-segment t2 s11 s12) (move-to-next-segment t1 s7 s9) (move-to-next-segment t2 s12 s15) (move-to-next-segment t1 s9 s11) (move-to-next-segment t2 s15 s19) (move-to-next-segment t1 s11 s12) (move-to-next-segment t2 s19 s21) (drop-package t1 s12 p2 c2) (move-to-next-segment t2 s21 s5) (move-to-next-segment t1 s12 s15) (move-to-next-segment t2 s5 s7) (pickup-package t2 s7 p1 c1) (move-to-next-segment t2 s7 s9) (move-to-next-segment t2 s9 s11) (move-to-next-segment t2 s11 s12) (drop-package t2 s12 p1 c2)
  • 22. © Ericsson 2015 | ADCOM 2015 | Page 22 Agenda EXAMPLES
  • 23. © Ericsson 2015 | ADCOM 2015 | Page 23 CONCEPTUAL user interface – ORDERING A SERVICE
  • 24. © Ericsson 2015 | ADCOM 2015 | Page 24 MWC’2015
  • 25. © Ericsson 2015 | ADCOM 2015 | Page 25 › Transport two containers within limited period of time. Ask the system if it can move 5 containers from one storage to another within 200 time units (which it cannot). The system suggests to use two trains and increase delivery time to 300 time units. An operator confirms the recommendation. Use case
  • 26. © Ericsson 2015 | ADCOM 2015 | Page 26 CITY TRANSPORT USE CASE Connected Traffic Cloud Connected Vehicle Cloud Traffic Authority Reaching out to vehicles and road users TRAFFIC MANAGEMENT Optimize routes based on available data (inc. Network data) Intelligent Management
  • 27. © Ericsson 2015 | ADCOM 2015 | Page 27 CITY BUS TRANSPORT USE CASE Legend Smart City People & Vehicles Radio Access People Buses and Trucks Vehicle Actuation and Mobility Data Human Mobility Data Network Core (virtual and physical assets) Capacity Flow and Management SDK 5G Network Lifecycle Management Function Network Operator(s) Packet and Network Core (virtual, physical assets) Ericsson Research Focus Third Party Vendors Dynamic Bus-Truck Scheduling based On Passenger Demand Dynamic Bus-Truck Routing Platooning Autonomous Driving … Backhaul Network Slice Customers
  • 28. © Ericsson 2015 | ADCOM 2015 | Page 28 Agenda CONCLUSIONS
  • 29. © Ericsson 2015 | ADCOM 2015 | Page 29 WHAT TO TAKE AWAY FROM HERE Mobile networks are transforming to become more relevant for diverse industries: –Management becomes more complex –Differentiated quality of service –Automation at different levels is key –Network slicing to provide quality of service and isolation meeting the requirements –Safety requirements from industries propagate into mobile networks
  • 30. © Ericsson 2015 | ADCOM 2015 | Page 30 Questions?
  • 31. © Ericsson 2015 | ADCOM 2015 | Page 31