ICN provides a unified network and transport layer addressing content by name rather than by location. By disrupting traditional connection-oriented communication model, ICN simplifies data delivery, mobility management and secure transmission over an heterogeneous network access. In the demo, we select DASH video delivery as use case and show the benefits of ICN mobility management, in-network control (rate/loss) and network-assisted bitrate adaptation for a multi-homed user device.
We also illustrate how ICN can effectively reduce transport cost via native edge caching and multi-point/multi-source communications over the backhaul. To that aim, we orchestrate an ICN-enhanced virtualized network backhaul and shows its utilization over time.
Author : Giovanna Carofiglio, Cisco Systems
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Towards a 5G Operating Platform Infrastructure-agnostic OrchestrationITU
This presentation and demo will show an overarching orchestration software architecture that is based on a continuous advertisement of capabilities and resources from underlying infrastructure-layer domains, which allows the orchestration to adapt its service logic to exploit the most up-to-date capabilities. The feasibility will be shown to setup a complex NFV service across multiple domains, such as two OpenStack instances connected by an SDN network, where all the service functions (e.g. NAT, firewall, etc.) are launched in the datacenter and the intermediate SDN network is used only to connect all the different components together. However, when the SDN network advertises also the capability to host a given set of network applications (e.g. a NAT), the orchestrator will adapt its service logic and it will instantiate part of the service in the datacenter (e.g. as virtual machines), part in the SDN domain (e.g. as ONOS applications), hence enabling more aggressive optimization strategies in the overarching orchestrator.
Author : Antonio Manzalini, TIM
Fulvio Risso, Politecnico di Torino
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
This presentation and demo show the hardware which consist of 5G UE’s, 5G radios, a fronthaul network and C-RAN with high density switches and servers, a transport network of 3 DWDM switches and a DC network of servers and high density switches. The basic software arrangement will be shown with emphasis on the structure of the orchestration and SDN controllers and the choice of virtualization components and logical networking. An eMBB slice will be brought up which will entail programming of the radios, the fronthaul, backhaul, a node B and the core. Its behavior will be noted through the test UE’s. An URRLC slice will be brought up and its nodeB and core will be demonstrated through its test UE’s showing extremely low latency. An MMTC slice will be brought up and a large number of test IOT devices will be demonstrated via the test UE’s. The eMBB slice will be augmented by programming a slice selection function that will create a ICN slice and an application (TBD) will be shown running over that ICN core (but with the eMBB slice). Spectrum will be reassigned from slice to slice and the changes noted as an optimizer recomputes the proper allocation of resources and executes it. Traffic will be increased and the changes in the backhaul over transport and core function placements will be noted. An additional demonstration will show creation of multiple 4G air interfaces using the same infrastructure network but with 4G radios and 4G UE’s using OAI software and ETTUS SDRs. A Skype session will be created between the two 4G slices. We will also try to show some of the EPC functions being moved while the UE sessions are not impacted.
Author : Peter Ashwood-Smith, Huawei Technologies
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Consideration of fixed mobile convergence in 5GITU
This presentation will introduce IMT-2020 fixed mobile convergence (FMC) scenarios and requirements, such as service continuity among different access networks in a 5G environment. Based on the requirements, a FMC solution, Unified Network Integrating Cloud (UNIC), will also be introduced, including the high level architecture and some key technologies, such as unified access control for both fixed and mobile, edge computing for user plane, converged subscriber database, Telecom Integrated Cloud (TIC), etc.
Author : Yachen Wang, China Mobile
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Network Architecture Work in ITU Focus Group IMT-2020 ITU
This presentation introduces the progress of the work on network architecture by ITU Focus Group IMT-2020, current status and the next steps. \
Author : Namseok Ko, ETRI
This was presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Towards a 5G Operating Platform Infrastructure-agnostic OrchestrationITU
This presentation and demo will show an overarching orchestration software architecture that is based on a continuous advertisement of capabilities and resources from underlying infrastructure-layer domains, which allows the orchestration to adapt its service logic to exploit the most up-to-date capabilities. The feasibility will be shown to setup a complex NFV service across multiple domains, such as two OpenStack instances connected by an SDN network, where all the service functions (e.g. NAT, firewall, etc.) are launched in the datacenter and the intermediate SDN network is used only to connect all the different components together. However, when the SDN network advertises also the capability to host a given set of network applications (e.g. a NAT), the orchestrator will adapt its service logic and it will instantiate part of the service in the datacenter (e.g. as virtual machines), part in the SDN domain (e.g. as ONOS applications), hence enabling more aggressive optimization strategies in the overarching orchestrator.
Author : Antonio Manzalini, TIM
Fulvio Risso, Politecnico di Torino
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
This presentation and demo show the hardware which consist of 5G UE’s, 5G radios, a fronthaul network and C-RAN with high density switches and servers, a transport network of 3 DWDM switches and a DC network of servers and high density switches. The basic software arrangement will be shown with emphasis on the structure of the orchestration and SDN controllers and the choice of virtualization components and logical networking. An eMBB slice will be brought up which will entail programming of the radios, the fronthaul, backhaul, a node B and the core. Its behavior will be noted through the test UE’s. An URRLC slice will be brought up and its nodeB and core will be demonstrated through its test UE’s showing extremely low latency. An MMTC slice will be brought up and a large number of test IOT devices will be demonstrated via the test UE’s. The eMBB slice will be augmented by programming a slice selection function that will create a ICN slice and an application (TBD) will be shown running over that ICN core (but with the eMBB slice). Spectrum will be reassigned from slice to slice and the changes noted as an optimizer recomputes the proper allocation of resources and executes it. Traffic will be increased and the changes in the backhaul over transport and core function placements will be noted. An additional demonstration will show creation of multiple 4G air interfaces using the same infrastructure network but with 4G radios and 4G UE’s using OAI software and ETTUS SDRs. A Skype session will be created between the two 4G slices. We will also try to show some of the EPC functions being moved while the UE sessions are not impacted.
Author : Peter Ashwood-Smith, Huawei Technologies
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Consideration of fixed mobile convergence in 5GITU
This presentation will introduce IMT-2020 fixed mobile convergence (FMC) scenarios and requirements, such as service continuity among different access networks in a 5G environment. Based on the requirements, a FMC solution, Unified Network Integrating Cloud (UNIC), will also be introduced, including the high level architecture and some key technologies, such as unified access control for both fixed and mobile, edge computing for user plane, converged subscriber database, Telecom Integrated Cloud (TIC), etc.
Author : Yachen Wang, China Mobile
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Network Architecture Work in ITU Focus Group IMT-2020 ITU
This presentation introduces the progress of the work on network architecture by ITU Focus Group IMT-2020, current status and the next steps. \
Author : Namseok Ko, ETRI
This was presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Many carriers and ISPs deliver the redundancy by using the "dynamic protocol" such as BGP, OSPF.
On this presentation, BBIX team introduces how to arrange the redundancy on the layer2 network as the IX provider.
Juha Oravainen, Nokia, Tapio Tallgren, Nokia
In the future factory robots will communicate wirelessly and cars on the highways will exchange the information with each other. This requires extremely low latency mobile networks, known as 5G. This network will run on telco grade cloud platforms of which OPNFV is one example.
The first cloud radio access networks have already been deployed to operators. More is needed with future technologies/networks as more functionalities will be moved to the cloud. This talk tells what is needed to overcome low latency and high availability challenges with cloud platforms. At Nokia we are continuously evaluating the latest OPNFV SW on Nokia HW with radio VNFs to guarantee interoperability with open source components.
NFV and SDN: 4G LTE and 5G Wireless Networks on Intel(r) ArchitectureMichelle Holley
The Presentation will outline the KPIs and key optimizations at the platform, NFVi and Stack level in implementing wireless base station stack and Telco Edge cloud on Intel Architecture. The presentation will use the FlexRAN LTE Reference PHY and NEV SDK for MEC to outline the NFV and 5G use cases like network slicing.
The history of synchronisation in digital cellular networks3G4G
Presented by Prof. Andy Sutton, Principal Network Architect within BT Architecture and Strategy team in the CW (Cambridge Wireless) Heritage SIG (#CWHeritage) event 'Time for Telecoms' on 16 March 2018 at the Science Museum, London.
*** Shared with Permission ***
3GPP Packet Core Towards 5G Communication SystemsOfinno
This presentation provides an overview of 3GPP packet core and 5G systems. Some enabler features are outlined, such as network slicing. This presentation was prepared for the 20th Annual International Conference on Next Generation Internet and Related Technologies Net-Centric 2017 that was held at George Mason University.
Presentation by Kevin Smith, Vodafone & Chair ETSI NGP (Next Generation Protocols) at the URLLC 2017 conference on Nov. 14, 2017.
*** Shared with Permission ***
Building the foundations of Ultra-RELIABLE and Low-LATENCY Wireless Communica...3G4G
Presented by Dr.Mehdi Bennis, Centre for Wireless Communications, University of Oulu, Finland at The International Conference on Wireless Networks and Mobile Communications (WINCOM'17), November 01-04, 2017, Rabat, Morocco
** SHARED WITH PERMISSION **
The world is going wireless. For many years we have been discussing mobile broadband and always-on services and applications. This is maturing to reality with new devices in different shapes and forms such as mobile devices, tablets and netbooks. The introduction of LTE (Long Term Evolution) is the technology behind the compelling user experience required for their success. New industry initiatives such as VoLTE and VoLGA are allowing for real-time multimedia communication yet there are many challenges for realizing this technology.
The webinar will discuss the future of voice and SMS services, supplementary and Advanced Services in the era of all IP mobile networks, network architecture issues and interconnectivity with Legacy and current 2G and 3G access.
Deployment challenges and migration solutions will be covered as well as LTE network elements with the underlying standard IP Multimedia Subsystem (IMS) network infrastructure and endpoint devices. Speakers will discuss the development tools required, from the basic building blocks of IMS protocol stacks to the intricate details of application deployment. IMS standardization and interoperability efforts to overcome growing complexities of this new network architecture will be discussed as well.
By attending this webinar, you will learn:
• LTE and IMS market and technology trends
• Challenges in building Next Generation core and endpoint devices
• Unique requirements for Voice over LTE
• RADVISION solutions for LTE networks
Who should attend:
• Developers, architects
• Product Managers
• CTOs, VP R&D
• Marketing executives
Segments – Core Network Devices, SBCs, Media Gateways, Media Servers, Terminal End Points, and any other device that can connect to NGN/IMS Networks
Technical Report of ITU-T Focus Group on Digital Financial Services : Payment System Oversight and Interoperability
Author : Biagio Bossone
The report describes the foundations of
payment system oversight and considers how oversight policy should apply to interoperability in
retail payment systems. Building on existing international standards for financial market
infrastructures, the report elaborates policy principles for public authorities, payment system
operators, and payment service providers to ensure that the risks associated with interoperability are
managed effectively. Important in this context is the cooperation between relevant authorities, both
domestically and internationally, and their effort to cooperate effectively not just in normal
circumstances, but, especially, during crisis situations.
Many carriers and ISPs deliver the redundancy by using the "dynamic protocol" such as BGP, OSPF.
On this presentation, BBIX team introduces how to arrange the redundancy on the layer2 network as the IX provider.
Juha Oravainen, Nokia, Tapio Tallgren, Nokia
In the future factory robots will communicate wirelessly and cars on the highways will exchange the information with each other. This requires extremely low latency mobile networks, known as 5G. This network will run on telco grade cloud platforms of which OPNFV is one example.
The first cloud radio access networks have already been deployed to operators. More is needed with future technologies/networks as more functionalities will be moved to the cloud. This talk tells what is needed to overcome low latency and high availability challenges with cloud platforms. At Nokia we are continuously evaluating the latest OPNFV SW on Nokia HW with radio VNFs to guarantee interoperability with open source components.
NFV and SDN: 4G LTE and 5G Wireless Networks on Intel(r) ArchitectureMichelle Holley
The Presentation will outline the KPIs and key optimizations at the platform, NFVi and Stack level in implementing wireless base station stack and Telco Edge cloud on Intel Architecture. The presentation will use the FlexRAN LTE Reference PHY and NEV SDK for MEC to outline the NFV and 5G use cases like network slicing.
The history of synchronisation in digital cellular networks3G4G
Presented by Prof. Andy Sutton, Principal Network Architect within BT Architecture and Strategy team in the CW (Cambridge Wireless) Heritage SIG (#CWHeritage) event 'Time for Telecoms' on 16 March 2018 at the Science Museum, London.
*** Shared with Permission ***
3GPP Packet Core Towards 5G Communication SystemsOfinno
This presentation provides an overview of 3GPP packet core and 5G systems. Some enabler features are outlined, such as network slicing. This presentation was prepared for the 20th Annual International Conference on Next Generation Internet and Related Technologies Net-Centric 2017 that was held at George Mason University.
Presentation by Kevin Smith, Vodafone & Chair ETSI NGP (Next Generation Protocols) at the URLLC 2017 conference on Nov. 14, 2017.
*** Shared with Permission ***
Building the foundations of Ultra-RELIABLE and Low-LATENCY Wireless Communica...3G4G
Presented by Dr.Mehdi Bennis, Centre for Wireless Communications, University of Oulu, Finland at The International Conference on Wireless Networks and Mobile Communications (WINCOM'17), November 01-04, 2017, Rabat, Morocco
** SHARED WITH PERMISSION **
The world is going wireless. For many years we have been discussing mobile broadband and always-on services and applications. This is maturing to reality with new devices in different shapes and forms such as mobile devices, tablets and netbooks. The introduction of LTE (Long Term Evolution) is the technology behind the compelling user experience required for their success. New industry initiatives such as VoLTE and VoLGA are allowing for real-time multimedia communication yet there are many challenges for realizing this technology.
The webinar will discuss the future of voice and SMS services, supplementary and Advanced Services in the era of all IP mobile networks, network architecture issues and interconnectivity with Legacy and current 2G and 3G access.
Deployment challenges and migration solutions will be covered as well as LTE network elements with the underlying standard IP Multimedia Subsystem (IMS) network infrastructure and endpoint devices. Speakers will discuss the development tools required, from the basic building blocks of IMS protocol stacks to the intricate details of application deployment. IMS standardization and interoperability efforts to overcome growing complexities of this new network architecture will be discussed as well.
By attending this webinar, you will learn:
• LTE and IMS market and technology trends
• Challenges in building Next Generation core and endpoint devices
• Unique requirements for Voice over LTE
• RADVISION solutions for LTE networks
Who should attend:
• Developers, architects
• Product Managers
• CTOs, VP R&D
• Marketing executives
Segments – Core Network Devices, SBCs, Media Gateways, Media Servers, Terminal End Points, and any other device that can connect to NGN/IMS Networks
Technical Report of ITU-T Focus Group on Digital Financial Services : Payment System Oversight and Interoperability
Author : Biagio Bossone
The report describes the foundations of
payment system oversight and considers how oversight policy should apply to interoperability in
retail payment systems. Building on existing international standards for financial market
infrastructures, the report elaborates policy principles for public authorities, payment system
operators, and payment service providers to ensure that the risks associated with interoperability are
managed effectively. Important in this context is the cooperation between relevant authorities, both
domestically and internationally, and their effort to cooperate effectively not just in normal
circumstances, but, especially, during crisis situations.
Achievements and future works of ITU-T Study Group 13 on Future networks including cloud computing, mobile and next-generation networks
Presented at WTSA-16 by Mr Leo Lehmann, Chairman of ITU-T Study Group 13
Demonstration of features and abilities of ICN to deliver on IMT-2020 goals
Author : Phil Brown, Fujitsu Laboratories of America, Inc.
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
AI and Automated Driving : An Ethically Aligned DesignITU
Ethical issues in automated driving
author : Raja Chatila, Chair of IEEE Global Initiative for Ethical Considerations in Artificial Intelligence and Autonomous Systems
Trends in automated cars
Opportunities and challenges in connected automated cars
Presented at ITU Symposium on Future Networked Car.
Author : Anders Eugensson, Director, Governmental Affairs, Volvo Car Group
Satellite network for automated driving
Author : Joel Schroeder
EMEA Satellite Operators Association (ESOA);
Vice President, Strategy & Business Development, Connected Car Program, Inmarsat
Achievements and future works of ITU-T Study Group 20 on IoT and its applications including smart cities and communities
Presented at WTSA-16 by Mr Nasser Saleh Al Marzouqi, Chairman of ITU-T Study Group 20
Achievements and future works of ITU-T Study Group 15 on Networks, Technologies and Infrastructures for Transport, Access and Home
Presented at WTSA-16 by Mr Stephen J. Trowbridge, Chairman of ITU-T Study Group 15
Efficient addressing schemes for internet of thingsIJECEIAES
The internet of things (IoT) defines the connectivity of physical devices to provide the machine to machine communication. This communication is achieved through various wireless standards for sensor node connectivity. The IoT calls from the formation of various wireless sensor nodes (WSNs) in a network. The existing neighborhood discovery method had the disadvantage of time complexity to calculate the cluster distance. Our proposed method rectifies this issue and gives accurate execution time. This paper proposed mobility management system based on proxy mobile IPv6 as distributed PMIPv6 with constrained application protocol (CoAP-DPMIP) and PMIPv6 with constrained application protocol (CoAP-PMIP). It also provides the optimized transmission path to reduce the delay handover in IoT network. The PMIPv6 described the IPv6 address of mobile sensor device for efficient mobility management. The network architecture explains three protocol layers of open systems interconnection model (OSI model). The OSI layers are data link layer, network layer and transport layer. We have proposed the distance estimation algorithm for efficient data frames transmission. This paper mainly focuses the secure data transmission with minimum loss of error. The evaluation result proved that proposed technique performance with delay, energy, throughput and packet delivery ratio (PDR). Also, it measures the computational time very effectively.
This is the second part of my 5G project which consists of the architecture structure of 5G. What all it consists of, what all technologies it uses, what all layers it contain etc.
We are looking at the future of technology that has the structure of Nanocore, beneficial for future applications.
Efficiency and effectiveness video on demand over worldwide interoperability ...IJECEIAES
(WiMAX) is another solution for readiness broadband networks inside the region, covered or not, by alternative technologies like (ADSL) or cable through this paper by deploying many mobility patterns such as static, random and path for Video on Demand (VoD) over (WiMAX) Network. The performance of varied (QPSK) and (QAM) modulation techniques, by applying the (OPNET) simulator version 17.5. This work is finished in terms of the transmitted traffic and received traffic. Simulation result indicates that once nodes are moving by (SVC) code schema in (WiMAX). The result is an effective and attainable overall performance of (QPSK) which is better than (QAM) modulation technique.
International Journal of Engineering Research and Development (IJERD)IJERD Editor
International Journal of Engineering Research and Development is an international premier peer reviewed open access engineering and technology journal promoting the discovery, innovation, advancement and dissemination of basic and transitional knowledge in engineering, technology and related disciplines.
Future Internet: Managing Innovation and TestbedShinji Shimojo
Innovation is a big key word for ICT research and development. However, a road toward innovation is facing full of uncertainties and there are many obstacles. key elements to overcome these obstacles seems to be agile management of people, software and hardware. In addition, we think involvement of users in R&D will have much effect on the management of uncertainty in R&D. In this talk, I talk on our approach to this user involvement in JGN-X, an international future internet testbed and Knowledge Capital, Osaka, an smart city experimental testbed.
AN ADAPTIVE DIFFSERV APPROACH TO SUPPORT QOS IN NETWORK MOBILITY NEMO ENVIRON...IJCNCJournal
Network Mobility Basic Support (NEMO BS) protocol (RFC 3963) is an extension of Mobile IPv6. The NEMO BS embraced by IETF working group to permit any node in the portable network to be accessible to the Internet despite the fact the network itself is roaming. This protocol likewise Mobile IPv6 doesn’t deliver any kind of Quality of Service (QoS) guarantees to its clients. It can barely offer the same level of services (i.e. Best-Effort) to all the users without obligation to the application’s needs. This propositions a challenge to real-time applications that demand a precise level of QoS pledge. The Differentiated Services has recently come to be the most widely used QoS support technology in IP networks due to its relative simplicity and scalability benefits. This paper proposes a new scheme to provide QoS to mobile network nodes within NEMO context. The proposed scheme intends to reduce handover latency for the users of MNN as well as alleviates packet losses. The feasibility of the proposed enhancement is assessed by measuring its performance against the native NEMO BS standard protocol using NS-2 simulator. The obtained results in the simulation study have demonstrated that the proposed scheme outperforms the standard NEMO BS protocol.
Introduce IPv6 related activities in ITU-T especially focused on SG13 and near future expectation of using IPv6 jointly with Ubiquitous Networking concept.
Entendre els fonaments de la tecnologia i conèixer com ens impactarà el seu desplegament. Vam descobrir les diferents aplicacions que tindrà el 5G en el nostre dia a dia i el valor que aportarà
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Do we need a wakeup call to keep driver-less cars protected? ITU
Do we need a wakeup call to keep driver-less cars protected? This presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Global Virtual Mobile Network for Car manufacturersITU
This presentation discussed Global Virtual Mobile Network for Car manufacturers. The presentation was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Coordination of Threat Analysis in ICT EcosystemsITU
This presentation discussed Coordination of Threat Analysis in ICT Ecosystems. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Learning from the past: Systematization for Attacks and Countermeasures on Mo...ITU
This presentation discussed Learning from the past: Systematization for Attacks and Countermeasures on Mobile Networks. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Trustworthy networking and technical considerations for 5GITU
This presentation discussed Trustworthy networking and technical considerations for 5G. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
The role of Bicycles and E-Bikes in the future development of Intelligent Tra...ITU
This presentation discussed the role of Bicycles and E-Bikes in the future development of Intelligent Transport Systems. It was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses connected cars & 5G and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses 5G for Connected and Automated Driving and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses securing the future of Automotive and was presented at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018.
Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
The Connected Vehicle - Challenges and Opportunities. ITU
This presentation discusses challenges and opportunities of the connected vehicle. The presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018)
held in Geneva, Switzerland on 8 March 2018. More information on the symposium can be found here: https://www.itu.int/en/fnc/2018/Pages/default.aspx
Machine learning for decentralized and flying radio devicesITU
This presentation discusses matters of machine learning for decentralized and flying radio devices. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
https://www.slideshare.net/ITU/ai-and-machine-learning
This presentation discusses matters of AI and machine learning. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
This presentation discusses matters of machine learning for 5G and beyond, towards a reliable and efficient reconstruction of radio maps. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
This presentation consist of models and explanations of deep learning, artificial intelligence and today's systems and communications. This was presented at the ITU-T Workshop on Machine Learning for 5G held at the ITU HQ in Geneva, Switzerland on 29 January 2018. More information on this workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Driven by the rapid progress in Artificial Intelligence (AI) research, intelligent machines are gaining the ability to learn, improve and make calculated decisions in ways that will enable them to perform tasks previously thought to rely solely on human experience, creativity, and ingenuity. As a result, we will in the near future see large parts of our lives influenced by AI.
AI innovation will also be central to the achievement of the United Nations' Sustainable Development Goals (SDGs) and will help solving humanity's grand challenges by capitalizing on the unprecedented quantities of data now being generated on sentiment behavior, human health, commerce, communications, migration and more.
With large parts of our lives being influenced by AI, it is critical that government, industry, academia and civil society work together to evaluate the opportunities presented by AI, ensuring that AI benefits all of humanity. Responding to this critical issue, ITU and the XPRIZE Foundation organized AI for Good Global Summit in Geneva, 7-9 June, 2017 in partnership with a number of UN sister agencies. The Summit aimed to accelerate and advance the development and democratization of AI solutions that can address specific global challenges related to poverty, hunger, health, education, the environment, and others.
The Summit provided a neutral platform for government officials, UN agencies, NGO's, industry leaders, and AI experts to discuss the ethical, technical, societal and policy issues related to AI, offer reccommendations and guidance, and promote international dialogue and cooperation in support of AI innovation.
Please visit the AI for Good Global Summit page for more resources: https://www.itu.int/en/ITU-T/AI/Pages/201706-default.aspx
If you would like to speak, partner or sponsor the 2018 edition of the summit, please contact: ai@itu.int
Join ITU today and apply for an International Mobile Subscriber Identity (IMSI) ranges signified by the shared Mobile Country Code ‘901’, which has no ties to any single country. ‘Global SIMs’ are important for enabling cross-border global M2M & IoT connectivity, helping manufacturers to build once and sell anywhere.
For more information contact: membership@itu.int
Report on the progress made by least developed countries towards universal + affordable Internet with recommendations to achieve Sustainable Development Goal 9C https://www.itu.int/en/ITU-D/LDCs/Pages/ICTs-for-SDGs-in-LDCs-Report.aspx
Collection Methodology for Key Performance Indicators for Smart Sustainable C...ITU
These indicators have been developed to provide cities with a consistent and standardised method to collect
data and measure performance and progress to:
achieving the Sustainable Development Goals (SDGs)
becoming a smarter city
becoming a more sustainable city
The indicators will enable cities to measure their progress over time, compare their performance to other
cities and through analysis and sharing allow for the dissemination of best practices and set standards for
progress in meeting the Sustainable Development Goals (SDGs) at the city level.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
Enhancing innovation and participation in smart sustainable citiesITU
The United for Smart Sustainable Cities (U4SSC) initiative was launched by the International Telecommunication
Union (ITU) and United Nations Economic Commission for Europe (UNECE) in May 2016. The first phase of this initiative, which was conducted via three Working Groups, was completed in April 2017. This flipbook brings together the work done in Working Group 3 (WG3) for Enhancing Innovation and Participation in Smart Sustainable Cities. WG3 is formed of a group of global experts and practitioners to facilitate knowledge sharing and partnership building on smart cities, with the aim of formulating strategic guidelines and case studies for enhancing innovation and participation in smart sustainable cities. More specifically, WG3 addresses various topics on smart governance, smart economy and smart people with the aim of achieving strong and symbiotic governance, economics and society.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Using ICN to simplify data delivery, mobility management and secure transmission
1. Mobile video delivery using ICN
Giovanna Carofiglio, Cisco Distinguished Engineer
Michele Papalini, Jacques Samain et al.
FG IMT-2020 Workshop and Demo Day
December 7, 2016
2. Mobility
Overlay
Security
Overlay
Transform the Overlaid IP Transport Network
Storage
Overlay
To an Integrated Mobile, Secured, Distributed Storage Network
Deliver services using a new communication
model that addresses modern Internet usage
& Exploits latest Future Internet Architecture
research
Mobility – eliminate need for special
mobility overlays
Security – guarantee the integrity of every
data object
Storage – dynamic placement of information
anywhere in the network
Information Centric Networking
Providing a New Foundation
Collapsetosinglelayer
3. What Information Centric Networking brings
NAMED CONTENT
Slice Content into discrete namable
chunks
THREE MAJOR COMPONENTS
NAME BASED ROUTING
A name could refer to any number
of entities
TRANSPORT
ENHANCEMENTS
• Improved object-based security)
• Secure in-path caching
• Supports multipath / multicast capabilities
• Enables dynamic content-based routing
• Network based “DNS equivalent”
• User / Application identity no longer tied to IP
address supporting mobility, multipath / multicast
• Pull-based at network layer (not HTTP)
• Connectionless (robust to mobility)
• Exploits local cache for reuse or error recovery
• Unified unicast/multicast model
4. • Simplified core network architecture through built-in L2-agnostic anchorless mobility
support
• Seamless communication over an heterogenous and mobile access through
connectionless receiver-driven natively multipath transport
• Latency-reduction via in-network control and hop-by-hop dynamic forwarding
• Better user experience with transport cost reduction via edge caching/processing
• Unified unicast/multicast communication
• Improved security/confidentiality, flexibility to support different models
• Richer network-aware content analytics
ICN advantages for 5G
5. Mobility management approaches
• Consumer mobility is natively supported, in virtue of the connectionless and pull-based
communication model.
• Producer mobility is more challenging. Different categories of approaches: Global Routing (GR) requiring
all routers to be updated, or
Resolution-based
(DNS-like)
Anchor-Based
or Trace-based in ICN
Anchor-Less
6. MAP-Me, an anchorless mobility management protocol
for data delivery in ICN that:
• is access-agnostic, in order to cope with highly
heterogeneous wireless access and multi-homed/mobile
users
• works at network layer and at forwarding timescale to be
reactive enough to support real-time applications between
mobile consumers/producers
• leverages core ICN features like distributed hop-by-hop
stateful forwarding, connectionless communications,
object-based security
• doesn’t require any control/management plane operations
• has low overhead in terms of signaling, additional state at
routers and computational complexity in order to scale with
large network size
Our contribution: an anchorless solution
https://www.youtube.com/watch?v=p26GODPxG
GE
Cisco Mobility demo @ MWC’16
J.Augé, G. Carofiglio, G. Grassi, L. Muscariello, G. Pau, X. Zeng, MAP-Me: Managing Anchor-less
Producer Mobility in ICN, under submission, accessible at http://arxiv.org/abs/1611.06785
7. Video PoC architecture and components
ULTRA
eNB
Client Access
LTE
Backhaul/Cor
e
Server
DASH players w
ICN rate adaptation, load-
balancing and trasport
ICN-enabled network
monitoring
analytics
4K VoD & Live
DASH ICN server
1
(h)ICN-enabled video
player (Infinite Home)
2 3 4
Hetnet Access
(WiFI,LTE over wire)
ICN forwarders and vICN
(virtualized ICN or ICN in a container)
ICN-enabled video server
Network slices
9. ICN DASH Video client architecture
Segment scheduler
ICN transport layer
Rate-based Buffer-based Hybrid RB-b
ABR Rate adaptation logic
Delay-based AIMD, Remote AQM, Multipath
path(s) bandwidth
estimate
playout buffer
ICN forwarder
Interest Data
HTTP DASH Video player
Load-balancer
f1 f2 f3
faces
prefix face, monit
p/seg1/# (f1,d1) …
…
• DASH video is partitioned into 2s segments
that the player may ask at different encoding
bitrates depending of network conditions
• The birate adaptation logic can be
• Rate-based
• Buffer-based
• Mixed Rate and Buffer based
ICN advantages:
• Receiver-based transport model, with
less throughput oscillations and smaller
retx delays via in-network
retransmission (WLDR)
• Fine granular per-packet network view
to feed rate adaptation logic
• Multipath-capable transport layer that
does not require a-priori knowledge of
sources/paths
10. Heterogeneous access
MME
SGW
PGW
EPC
eNB
Linux process
tap interface
UE
UE
UE
tap interface
PDSCH
PUSCH
Channels
LTE access
Pedestrian outdoor
propagation
AP
tap interface Linux process
STA
STA
STA
802.11n
Pedestrian outdoor propagation
tap interface
4G over wire WiFi over wire
11. Virtualized ICN architecture (vICN)
RESOURCE PROVIDER
Linux-based cluster w. LXC/LXD, OVS
ORCHESTRATOR
RESOURCE MODELS:
• nodes & interfaces
• channels (WiFi, etc.)
• applications
• mobility models…
• …
ICN MODULES:
• workload : consumer/producers
• forwarder
• face and route mgt.
vICN: CONTROL, MANAGEMENT & MONITORING PLANE
interfaces
GUI
CLI
API
Config.
YANG
modelconfigure
interact
monitor
SHADOW RESOURCE MODEL
• secure access / slicing
• consistency check
• deployment plan & sync.
• monitoring
USER DATA PLANE
DASH
server
ICN-enabled layer2 virtual network with
real, emulated & simulated nodes and links
ADMIN
NETWORK VIEW
{
DASH
player
USER VIEW
12. ICN DASH Video server architecture
ICN socket API
HTTP server
video boxing
MPD creation
data path
data path
Content creation
Live feed
packetization
naming
signature
prefix
p/seg1/# (f1,d1) …
…
ICN forwarder
HTTP DASH Video server
13. A result of connectionless request-reply ICN transport model
• Why a powerful feature:
• Standard TCP/IP congestion control poorly performs in presence of wireless losses and does not
handle mobile
• End-to-end control even loop is slow (at least 1 RTT)
• ICN enables sub-RTT loss detection and recovery by delegation at key network nodes
(consumer/producer/access points) of
• WLDR, MLDR (Wireless, Mobility Loss Detection and Recovery) mechanisms, the
latter generalized to congestion case.
In-network loss detection and recovery
wireless mobility congestion
N.Rozhnova, G.Carofiglio, L.Muscariello, M.Papalini, Leveraging ICN in-network Control for Loss Detection
and Recovery in Wireless Mobile Networks , in Proc. of ACM ICN 2016, Kyoto, September 2016.
14. Wireless Loss Detection and Recovery (WLDR)
consumer access point
next: 3 expected: 3Interest 3
new expected:
3 + 1 = 4
next: 4 expected: 4Interest 4
next: 5 expected: 4Interest 5
next: 6 expected: 4Interest 6
Loss
D et ect edEW LN (4,6)
new expected:
6 + 1 = 7
Key design ideas
WLDR is implemented at face level and introduces a per-face sequencing on packets to detect losses.
• Base station or Wireless node when receiving Interests or Data packets
• Uses the sequence number in the packets to reconstruct the sequence and detect potential losses
• If received seq differs from expected seq, sends notification to the wireless node/base station
• Base station or Wireless node when sending Interests or Data packets
• maintains a counter per-face indicating the sequence number for the next Interest to be sent
• Writes such sequencing when sending the packets
15. Key features and advantages
• ICN enables per-packet load-balancing (LB) over
dynamically discovered paths
• Packet vs segment granularity in LB permits to
exploit all available bandwidth in parallel while
avoiding Head of Line blocking
• Forwarding strategies can be video-specific and
quality-aware (e.g. in case of SVC for smart quality
layers to faces mapping)
• Forwarding strategies can be coupled to caching
policies to minimize overall latency
Dynamic load-balancing over hetnet access
w2 1/Residual RTT2 LTE
I1(prefix/v1/segment1/seq1)
I2.prefix/v1/segment1/seq2)
…
Optimal randomized weighted LB
…
G.Carofiglio, M.Gallo, L.Muscariello, M.Papalini, S. Wang, Optimal multiapath congestion control and request
forwarding in ICN , in Proc. of IEEE ICNP, Goettingen, October 2013.
G.Carofiglio, L.Mekinda, L.Muscariello, FOCAL: Forwarding and Caching strategies with Latency awareness
in ICN , in Proc. of IEEE Globecom, San Diego, December 2015, ext. version in Computer Network Journal.
17. Demonstrated ICN advantages:
• Joint user and network-aware video rate adaptation at the client
• User QoE combined with per-content network monitoring (congestion, cache
proximity) to drive DASH rate adaptation over hetnet QoE optimization
• Access-agnostic in-network Wireless Loss Detection & Recovery
• ICN enables in-network rather than e2e control latency reduction
• Mobility-robust and congestion-aware dynamic multipath
• Seamless load-balancing over multiple available interfaces in parallel
• Fine-granular per-packet (not per segment) load-balancing better performance
• Unified unicast/multicast communication model
• Communication becomes multicast as soon as more than one user request
• No need for syncronisation of different flows/users simpler configuration
Conclusions
18. Network-assisted video delivery
• Network-assistance to drive rate adaptation at the client
• Video/quality-aware forwarding/caching strategies at network nodes
• SVC-enabled load-balancing in the network
• Unified unicast/multicast communication model
Unified single access control framework for
• unicast/multicast
• access-agnostic (for the consumer)
• multi-source (for the producer)
Future challenges to address
19.
20. ICN deployment path & network slicing
Dedicated
Core 3
Dedicated
Core 1
RAN
MME
SGW PGWPGWPGW
Services
Services
DeCor or MOCN
APNs or GTP-C
Redirection
FMSS
ICN Router A ICN Router
CPGW
ICN Router B
ICN network slice
5G RAT
Wi-Fi
...
ICN Router E
ICN Router D
ICN Router F
ICN Router A
ICN Router E
ICN Router F
ICN Router
C
ICN Router D
ICN Router B
ICN Router A
ICN Router A