Future European society and economy will strongly rely on 5G infrastructure.
The impact will go far beyond existing wireless access networks with the aim for communication services, reachable everywhere, all the time, and faster. 5G is an opportunity for the European ICT sector which is already well positioned in the global R&D race. 5G technologies will be adopted and deployed globally in alignment with developed and emerging markets’ needs.
Emerging Radio Technologies that are mmWave communications, Massive MIMO, Novel Waveforms and Multiple Access techniques etc. will provide ultra-high data rate traffic per user. However, only new Radio techniques implemented in lower layers of legacy networks could not guarantee the all 5G requirements, consequently the new network architecture along with new Radio technologies will emerge to fulfill all 5G requirements.
Next-Generation Wireless Overview & Outlook 7/7/20Mark Goldstein
On July 7, 2020 I presented a Next-Generation Wireless Overview & Outlook deep dive covering the next generation wireless landscape with its underlying emerging technologies, markets, and trends. I’ve tried to capture all of today's wireless essentials in this brief briefing. Enjoy!
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
Emerging Radio Technologies that are mmWave communications, Massive MIMO, Novel Waveforms and Multiple Access techniques etc. will provide ultra-high data rate traffic per user. However, only new Radio techniques implemented in lower layers of legacy networks could not guarantee the all 5G requirements, consequently the new network architecture along with new Radio technologies will emerge to fulfill all 5G requirements.
Next-Generation Wireless Overview & Outlook 7/7/20Mark Goldstein
On July 7, 2020 I presented a Next-Generation Wireless Overview & Outlook deep dive covering the next generation wireless landscape with its underlying emerging technologies, markets, and trends. I’ve tried to capture all of today's wireless essentials in this brief briefing. Enjoy!
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
The next industrial revolution, sometimes referred to as Industry 4.0, is already ongoing, fueled by technology advancements in big data, automation and cyber physical systems. To achieve their full potential, these new processes and operating models require high-performance connectivity. Ultra-reliable low latency communication (URLLC) is a new set of 5G NR capabilities, expected for 3GPP Release 16, that can enable operators and enterprises to address a diverse range of high-performance industrial use-cases. This webinar will investigate 5G NR, including the support for private industrial networks and URLLC capabilities. Using the "factory of the future" concept as an example, it will show how 5G NR can help to transform industrial IoT by making it more dynamic, flexible and adaptable to market demand.
The Internet of Things is bringing a massive surge of smart, connected devices that will enable new services and efficiencies across industries. This requires wireless technologies to scale up or down depending on the application performance needs—to connect virtually anything. And now, LTE is evolving for low-throughput, delay-tolerant IoT use cases. The new narrowband LTE technologies (eMTC & NB-IoT) will deliver lower complexity, longer battery life, and deeper coverage for wide-area IoT applications.
Ericsson Technology Review: 5G migration strategy from EPS to 5G systemEricsson
For many operators, the introduction of the 5G System (5GS) to provide wide-area services in existing Evolved Packet System (EPS) deployments is a necessary step toward creating a full-service, future-proof 5GS in the longer term. The creation of a combined 4G-5G network requires careful planning and a holistic strategy, as the introduction of 5GS has significant impacts across all network domains, including the RAN, packet core, user data and policies, and services, as well as affecting devices and backend systems.
This Ericsson Technology Review article provides an overview of all the aspects that operators need to consider when putting together a robust EPS-to-5GS migration strategy and provides guidance about how they can adapt the transition to address their particular needs per domain.
The essential role of Gigabit LTE and LTE Advanced Pro in the 5G WorldQualcomm Research
As the next phase in the evolution of LTE (3GPP Release 13 and beyond), LTE Advanced Pro does more than just push LTE capabilities closer towards 5G. It will also become an integral part of the 5G mobile network, providing many services essential to the 5G experience starting day one. Learn more at: https://www.qualcomm.com/invention/technologies/lte/advanced-pro
Digital transformation is at a critical juncture, with a diverse range of industries making changes that signifi-
cantly transform the way people live and work. These shifts have been driving advancements in the financial,
transportation, manufacturing, governmental, and many more sectors. Innovative mobile broadband technologies,
an underlying infrastructure, are a key driving force behind the digitalization of all walks of life. With
the rapid development of 5G, an increasing number of new applications and business models will reshape
the social and economic formation.
Such changes will stimulate strategic planning regarding industry opportunities, technical evolution,
network architecture, and other areas. Telecom operators are growing increasingly concerned with the
creation of a new target network to maximize return on investment (ROI) and achieve business success while
maintaining a competitive edge for the future. Global operators are promoting early deployment of 5G and
innovative business models through continuous 4G evolution. This has led to today's business achievements
and has laid a solid foundation for the huge potential of 5G.
With a gradual consensus being formed for the entire industry, all related players in the industry chain will
develop close collaboration to embrace a brighter future for the wireless network industry.
Continuous 4G evolution, a road to 5G!
What Makes 5G Network Different - Digital Nasional BerhadDigitalNational
5G network is here and set to change our world for the better. It is true that 5G represents the fifth generation of mobile networks, but it is so much more than just another ‘G’. Read more
This presentation provides an overview of important 5G innovations around new and enhanced use of spectrum. It also captures the current 5G spectrum status across the globe.
Ericsson Technology Review: Integrated access and backhaul – a new type of wi...Ericsson
Today millimeter wave (mmWave) spectrum is valued mainly because it can be used to achieve high speeds and capacities when combined with spectrum assets below 6GHz. But it can provide other benefits as well. For example, mmWave spectrum makes it possible to use a promising new wireless backhaul solution for 5G New Radio – integrated access and backhaul (IAB) – to densify networks with multi-band radio sites at street level.
This Ericsson Technology Review article explains the IAB concept at a high level, presenting its architecture and key characteristics, as well as examining its advantages and disadvantages compared with other backhaul technologies. It concludes with a presentation of the promising results of several simulations that tested IAB as a backhaul option for street sites in both urban and suburban areas.
This presentation is highlighting the architecture of 5G network and the need for a very efficient Management and Orchestration environnement, very automated and autonomous that monitors the network and services and trigger actions to optimize resources and meet quality of service.
U.S. Wireless Overview & Outlook Presentation (V02C)Mark Goldstein
The latest version (V02C) of my overview of wireless spectrum, technologies and opportunities in just 20 slides. Tried to capture all of today's wireless essentials in this brief briefing. Enjoy!
IPLOOK is a software company which provide 3/4/5G core network for telecom operators and vertical networks. We deploy everything on X86 server and NFV platform.
5G will be much more than just a new generation with faster peak rates. We are building a unified, more capable 5G platform to connect new industries, enable new services and empower new user experiences. This presentation details the key components for designing the unified, more capable 5G platform featuring an OFDM-based unified air interface. Learn about the key technology enablers for the 5G platform, and see how we are pioneering many of these technologies today with LTE Advanced and Wi-Fi.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
AirScale Radio Access reboots radio access for infinite capacity, invisible sites and instant innovation
Is your network ready for the 5G era? View our webinar on demand to find out how it can be done.
The mobile industry as we know it is going through a radical transformation. Just think about augmented reality, smart cities, mobile living, the Internet of Things with billions of sensors, connected cars, e-health – the list goes on.
As the future becomes ever more unpredictable, the key requirements for mobile networks are agility and adaptability. This adaptability is most effective if it takes place automatically, in the background. From network elements to mobile phone apps, we often take technology for granted, without realizing what really happens behind the scenes.
Nokia is responding to all the challenges with AirScale Radio Access, an entirely new way to build radio access networks that deliver services with unlimited capacity scaling and market-leading latency and connectivity
IPLOOK IKEPC 500 series has already launched.
IKEPC series, a highly compact, flexible and cost-effective platform, combines MME, PGW, SGW, HSS, PCRF, IMS and DRA network elements all in one box, perfectly meeting the needs of operators and enterprises.
This document briefly introduces IKEPC 500 series’ network architecture, application scenarios, key features and hardware specifications, etc.
Learn more about IKEPC 500 series through our website: https://www.iplook.com/products/compact-epc
Correlation between Terms of 5G Networks, IoT and D2D Communicationijtsrd
The proliferation of heterogeneous devices connected through large scale networks is a clear sign that the vision of the Internet of Things IoT is getting closer to becoming a reality. Many researchers and experts in the field share the opinion that the next to come fifth generation 5G cellular systems will be a strong boost for the IoT deployment. Device to Device D2D appears as a key communication paradigm to support heterogeneous objects interconnection and to guarantee important benefits. Future research directions are then presented towards a fully converged 5G IoT ecosystem. In this paper, we analyze existing data about D2D communication systems and its relation of 5G IoT networks. The enhancement of such networks will bring several spheres to learn for. Nozima Musaboyeva Bahtiyor Qizi "Correlation between Terms of 5G Networks, IoT and D2D Communication" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-6 , October 2021, URL: https://www.ijtsrd.com/papers/ijtsrd47522.pdf Paper URL : https://www.ijtsrd.com/computer-science/computer-network/47522/correlation-between-terms-of-5g-networks-iot-and-d2d-communication/nozima-musaboyeva-bahtiyor-qizi
The next industrial revolution, sometimes referred to as Industry 4.0, is already ongoing, fueled by technology advancements in big data, automation and cyber physical systems. To achieve their full potential, these new processes and operating models require high-performance connectivity. Ultra-reliable low latency communication (URLLC) is a new set of 5G NR capabilities, expected for 3GPP Release 16, that can enable operators and enterprises to address a diverse range of high-performance industrial use-cases. This webinar will investigate 5G NR, including the support for private industrial networks and URLLC capabilities. Using the "factory of the future" concept as an example, it will show how 5G NR can help to transform industrial IoT by making it more dynamic, flexible and adaptable to market demand.
The Internet of Things is bringing a massive surge of smart, connected devices that will enable new services and efficiencies across industries. This requires wireless technologies to scale up or down depending on the application performance needs—to connect virtually anything. And now, LTE is evolving for low-throughput, delay-tolerant IoT use cases. The new narrowband LTE technologies (eMTC & NB-IoT) will deliver lower complexity, longer battery life, and deeper coverage for wide-area IoT applications.
Ericsson Technology Review: 5G migration strategy from EPS to 5G systemEricsson
For many operators, the introduction of the 5G System (5GS) to provide wide-area services in existing Evolved Packet System (EPS) deployments is a necessary step toward creating a full-service, future-proof 5GS in the longer term. The creation of a combined 4G-5G network requires careful planning and a holistic strategy, as the introduction of 5GS has significant impacts across all network domains, including the RAN, packet core, user data and policies, and services, as well as affecting devices and backend systems.
This Ericsson Technology Review article provides an overview of all the aspects that operators need to consider when putting together a robust EPS-to-5GS migration strategy and provides guidance about how they can adapt the transition to address their particular needs per domain.
The essential role of Gigabit LTE and LTE Advanced Pro in the 5G WorldQualcomm Research
As the next phase in the evolution of LTE (3GPP Release 13 and beyond), LTE Advanced Pro does more than just push LTE capabilities closer towards 5G. It will also become an integral part of the 5G mobile network, providing many services essential to the 5G experience starting day one. Learn more at: https://www.qualcomm.com/invention/technologies/lte/advanced-pro
Digital transformation is at a critical juncture, with a diverse range of industries making changes that signifi-
cantly transform the way people live and work. These shifts have been driving advancements in the financial,
transportation, manufacturing, governmental, and many more sectors. Innovative mobile broadband technologies,
an underlying infrastructure, are a key driving force behind the digitalization of all walks of life. With
the rapid development of 5G, an increasing number of new applications and business models will reshape
the social and economic formation.
Such changes will stimulate strategic planning regarding industry opportunities, technical evolution,
network architecture, and other areas. Telecom operators are growing increasingly concerned with the
creation of a new target network to maximize return on investment (ROI) and achieve business success while
maintaining a competitive edge for the future. Global operators are promoting early deployment of 5G and
innovative business models through continuous 4G evolution. This has led to today's business achievements
and has laid a solid foundation for the huge potential of 5G.
With a gradual consensus being formed for the entire industry, all related players in the industry chain will
develop close collaboration to embrace a brighter future for the wireless network industry.
Continuous 4G evolution, a road to 5G!
What Makes 5G Network Different - Digital Nasional BerhadDigitalNational
5G network is here and set to change our world for the better. It is true that 5G represents the fifth generation of mobile networks, but it is so much more than just another ‘G’. Read more
This presentation provides an overview of important 5G innovations around new and enhanced use of spectrum. It also captures the current 5G spectrum status across the globe.
Ericsson Technology Review: Integrated access and backhaul – a new type of wi...Ericsson
Today millimeter wave (mmWave) spectrum is valued mainly because it can be used to achieve high speeds and capacities when combined with spectrum assets below 6GHz. But it can provide other benefits as well. For example, mmWave spectrum makes it possible to use a promising new wireless backhaul solution for 5G New Radio – integrated access and backhaul (IAB) – to densify networks with multi-band radio sites at street level.
This Ericsson Technology Review article explains the IAB concept at a high level, presenting its architecture and key characteristics, as well as examining its advantages and disadvantages compared with other backhaul technologies. It concludes with a presentation of the promising results of several simulations that tested IAB as a backhaul option for street sites in both urban and suburban areas.
This presentation is highlighting the architecture of 5G network and the need for a very efficient Management and Orchestration environnement, very automated and autonomous that monitors the network and services and trigger actions to optimize resources and meet quality of service.
U.S. Wireless Overview & Outlook Presentation (V02C)Mark Goldstein
The latest version (V02C) of my overview of wireless spectrum, technologies and opportunities in just 20 slides. Tried to capture all of today's wireless essentials in this brief briefing. Enjoy!
IPLOOK is a software company which provide 3/4/5G core network for telecom operators and vertical networks. We deploy everything on X86 server and NFV platform.
5G will be much more than just a new generation with faster peak rates. We are building a unified, more capable 5G platform to connect new industries, enable new services and empower new user experiences. This presentation details the key components for designing the unified, more capable 5G platform featuring an OFDM-based unified air interface. Learn about the key technology enablers for the 5G platform, and see how we are pioneering many of these technologies today with LTE Advanced and Wi-Fi.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
AirScale Radio Access reboots radio access for infinite capacity, invisible sites and instant innovation
Is your network ready for the 5G era? View our webinar on demand to find out how it can be done.
The mobile industry as we know it is going through a radical transformation. Just think about augmented reality, smart cities, mobile living, the Internet of Things with billions of sensors, connected cars, e-health – the list goes on.
As the future becomes ever more unpredictable, the key requirements for mobile networks are agility and adaptability. This adaptability is most effective if it takes place automatically, in the background. From network elements to mobile phone apps, we often take technology for granted, without realizing what really happens behind the scenes.
Nokia is responding to all the challenges with AirScale Radio Access, an entirely new way to build radio access networks that deliver services with unlimited capacity scaling and market-leading latency and connectivity
IPLOOK IKEPC 500 series has already launched.
IKEPC series, a highly compact, flexible and cost-effective platform, combines MME, PGW, SGW, HSS, PCRF, IMS and DRA network elements all in one box, perfectly meeting the needs of operators and enterprises.
This document briefly introduces IKEPC 500 series’ network architecture, application scenarios, key features and hardware specifications, etc.
Learn more about IKEPC 500 series through our website: https://www.iplook.com/products/compact-epc
Correlation between Terms of 5G Networks, IoT and D2D Communicationijtsrd
The proliferation of heterogeneous devices connected through large scale networks is a clear sign that the vision of the Internet of Things IoT is getting closer to becoming a reality. Many researchers and experts in the field share the opinion that the next to come fifth generation 5G cellular systems will be a strong boost for the IoT deployment. Device to Device D2D appears as a key communication paradigm to support heterogeneous objects interconnection and to guarantee important benefits. Future research directions are then presented towards a fully converged 5G IoT ecosystem. In this paper, we analyze existing data about D2D communication systems and its relation of 5G IoT networks. The enhancement of such networks will bring several spheres to learn for. Nozima Musaboyeva Bahtiyor Qizi "Correlation between Terms of 5G Networks, IoT and D2D Communication" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-6 , October 2021, URL: https://www.ijtsrd.com/papers/ijtsrd47522.pdf Paper URL : https://www.ijtsrd.com/computer-science/computer-network/47522/correlation-between-terms-of-5g-networks-iot-and-d2d-communication/nozima-musaboyeva-bahtiyor-qizi
This e Book highlights perspectives on the new 5G technology , use cases , business models and its revolutionary impact on Telecom industry and society at large.
In the global telecom market, no technology has been as heavily hyped as much as 5G, with both service
providers and vendors predicting that 5G networks will enable a new generation of high-bandwidth,
ultra-reliable, massively scalable mobile services.
5G Wireless Technology- An overview of the current TrendsEditor IJCATR
5G Wireless technology networks or 5th Generation wireless systems which is used for videos and audios
communication announcement the next major time period of mobile telecommunications Criterions time the current next
Generation mobile networks confederated .in this paper we are studying different Technologies in 5G The handover of 5G the
Models of 5G its architecture, its different components and METIS Task Force Networks. 2-Day video recording is available. Its
components access/backhaul integration, direct device-to-device communication, flexible duplex, flexible spectrum usage multiantenna
transmission, ultra-lean design, user/control separation architecture of 5G is highly advanced, its network elements and
various terminals are characteristically upgraded to afford a new situation. Likewise, service providers can implement the advance
technology to adopt the value-added services easily.
5G wireless networks will support 1,000-fold gains
in capacity, connections for at least 100 billion
devices, and a 10 Gb/s individual user experience
capable of extremely low latency and response times.
Deployment of these networks will emerge between
2020 and 2030.
Customer needs more from the innovation. The innovation which are use resemble TV, Clothes washer, cooler, Mobile Phones. The most needed element of web is acceptable execution and quicker access. The Cellular Subscriber pay extra for the moment include and the entrance of web on their telephones. To help such ground breaking framework we need fast remote network. A remote innovation is bow quick nowadays. An as of late wired system was expected to get on the web. These days, Mobile systems are progressed in last four decades. The cell idea which was present with 1G where G represents age organize. It has increments quicker from age to age, which are 1G,2G,3G, lastly come to 4G. Pradnya Pramod Mohite "5G System-Trends & Development" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30411.pdf Paper Url :https://www.ijtsrd.com/computer-science/computer-network/30411/5g-systemtrends-and-development/pradnya-pramod-mohite
Mobile World No.2 2016
This issue features the inside story behind ZTE's Spro family and ZTE's chief design officer's insight on product design. It also presents ZTE's latest handset Blade V7 Lite.
ZTE COMMUNICATIONS No.2 2016 : Optical wireless communicationsSitha Sok
ZTE COMMUNICATIONS No.2 2016
Fresh off the Press! The April issue focuses on optical wireless communications. Harald Hass, "the father of Li-Fi", and his student contributed to this special issue.
ZTE TECHNOLOGIES No.3 2016 - Special topic: Big VideoSitha Sok
Special Topic
- The Road to Big Video Revolution
- PSVN: The Ultimate Path to Video Transmission Network
- Big Video Best View
- Promising CDN in the Big Video Era
Microwave backhaul gets a boost with multibandSitha Sok
Is there a spectrum shortage? The answer to the question is both yes and no; in some locations spectrum is severely congested, while in other places it is highly underutilized
NB-IoT: a sustainable technology for connecting billions of devicesSitha Sok
NB-IoT: a sustainable technology for connecting billions of devices.
The aim is for this technology to provide cost-effective connectivity to billions of IoT devices, supporting low power consumption, the use of low-cost devices, and provision of excellent coverage – all rolled out as software on top of existing LTE infrastructure.
Emerging Technologies of Future Multimedia Coding, Analysis and TransmissionSitha Sok
Emerging Technologies of Future Multimedia Coding, Analysis and Transmission.
Overview of the Second Generation AVS Video Coding Standard (AVS2).
An Introduction to High Efficiency Video Coding Range Extensions.
Multi⁃Layer Extension of the High Efficiency Video Coding (HEVC) Standard
ZTE Technologies » 2016 » No.1
Special Topic
5G Network Architecture: Being Built Like Lego BlocksBy Xu Fang
Unified Air Interfaces in 5G
OTCE: A Win-Win Telecom Ecosystem for Operators
Latest News from ZTE
Hands-on
ZTE MF286: Mobile Officing Made Easy
ZTE Blade L5 Plus: A Pragmatic Smartphone
ZTE Blade S7
Focus
ZTE Gives Back to the Community with NBA in the USBill (Lei) Wu
Design&Art
Challenges and Progress in Mobile Battery Design
Back to BasicsLi Yan
Smart Gadgets
Will 3D Touch Revolutionize Smartphone Interaction?
Live Broadcasting in the Future
Fashion
Beating the Cold Weather
ZTE World
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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
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.
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.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
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.
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.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
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.
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
3. Keydrivers
5G will not only be an evolution of mobile broadband networks. It
will bring new unique network and service capabilities. Firstly, it will
ensure user experience continuity in challenging situations such as
high mobility (e.g. in trains), very dense or sparsely populated areas,
and journeys covered by heterogeneous technologies. In addition,
5G will be a key enabler for the Internet of Things by providing
a platform to connect a massive number of sensors, rendering
devices and actuators with stringent energy and transmission
constraints. Furthermore, mission critical services requiring very
high reliability, global coverage and/or very low latency, which are
up to now handled by specific networks, typically public safety, will
become natively supported by the 5G infrastructure.
5G will integrate networking, computing and storage resources into
one programmable and unified infrastructure. This unification will
allow for an optimized and more dynamic usage of all distributed
resources, and the convergence of fixed, mobile and broadcast
services. In addition, 5G will support multi tenancy models,
enabling operators and other players to collaborate in new ways.
FutureEuropeansocietyandeconomywillstronglyrelyon5Ginfrastructure.
Theimpactwillgofarbeyondexistingwirelessaccessnetworkswiththeaimforcommunication
services,reachableeverywhere,allthetime,andfaster.5GisanopportunityfortheEuropean
ICTsectorwhichisalreadywellpositionedintheglobalR&Drace.5Gtechnologieswillbe
adoptedanddeployedgloballyinalignmentwithdevelopedandemergingmarkets’needs.
EXECUTIVESUMMARY
5Gdisruptivecapabilities
5G will provide an order of magnitude Improvement in
performance in the areas of more capacity, lower latency,
more mobility, more accuracy of terminal location, increased
reliability and availability. 5G will allow the connection of
many more devices simultaneously and to improve the
terminal battery capacity life. Lastly, 5G will help European
citizens to manage their personal data, tune their exposure
over the Internet and protect their privacy.
5G infrastructures will be also much more efficient. The
enhanced spectrial efficiency will enable 5G systems to
consume a fraction of the energy that a 4G mobile networks
consumestodayfordeliveringthesameamountoftransmitted
data. 5G will reduce service creation time and facilitate the
integration of various players delivering parts of a service.
Lastly, 5G systems will be built on more efficient hardware. The
ultra-efficient 5G hardware will be energy aware, very flexible
and interworking in very heterogeneous environments. The
increased efficiency of the 5G infrastructure will allow costs to
be dramatically reduced.
Designprinciples
5G design will ensure high flexibility and be driven by a service
approach. The network shall flexibly and rapidly adapt to a
broad range of usage requirements and deliver converged
services preserving security and privacy across a versatile
architecture with unified control of any type of ICT resources.
Since 5G will enable new business models in a programmable
manner, Application Programming Interfaces (APIs) should
be available at different levels (resources, connectivity and
service enablers) to support a variety of network and service
application developers.
Leveraging on the characteristic of current cloud computing, 5G will
push the single digital market further, paving the way for virtual pan
European operators relying on nationwide infrastructures.
5G will be designed to be a sustainable and scalable technology.
Firstly, the telecom industry will compensate tremendous usage
growth by drastic energy consumption reduction and energy
harvesting. In addition, cost reduction through human task
automation and hardware optimization will enable sustainable
business models for all ICT stakeholders.
Last but not least, 5G will create an ecosystem for technical and
business innovation. Since network services will rely more and
more on software, the creation and growth of startups in the sector
will be encouraged. In addition, the 5G infrastructures will provide
network solutions and involve vertical markets such as automotive,
energy, food and agriculture, city management, government,
healthcare, manufacturing, public transportation, and so forth.
4. 4
Keytechnological
components
5G wireless will support a heterogeneous set
of integrated air interfaces: from evolutions
of current access schemes to brand new
technologies. 5G networks will encompass
cellular and satellite solutions. Seamless
handover between heterogeneous wireless
access technologies will be a native feature
of 5G, as well as use of simultaneous radio
access technologies to increase reliability
and availability. The deployment of ultra-
dense networks with numerous small cells
will require new interference mitigation,
backhauling and installation techniques.
5G will be driven by software. Network
functions are expected to run over a unified
operating system in a number of points
of presence, especially at the edge of the
network for meeting performance targets.
As a result, it will heavily rely on emerging
technologies such as Software Defined
Networking (SDN), Network Functions
Virtualization (NFV), Mobile Edge Computing
(MEC) and Fog Computing (FC) to achieve the
required performance, scalability and agility.
5G will ease and optimize network
management operations. The development
of cognitive features as well as the advanced
automation of operation through proper
algorithms will allow optimizing complex
business objectives, such as end-to-end
energy consumption. In addition, the
exploitation of Data Analytics and Big Data
techniques will pave the way to monitor the
users Quality of Experience through new
metrics combining network and behavioral
data while guaranteeing privacy.
Spectrum
considerations
It is expected that 5G access networks
for some services will require very wide
contiguous carrier bandwidths (e.g. hundreds
of MHz up to several GHz) to be provided at a
very high overall system capacity. To support
the requirements for wide contiguous
bandwidths, higher carrier frequencies
above 6 GHz need to be considered. The
consideration of any new bands for such
services will require careful assessment
and recognition of other services using, or
planning to use, these bands. Maintaining
a stable and predictable regulatory and
spectrum management environment is
critical for the long term investments.
Research on this spectrum has to take into
account long-term investments so that they
can be preserved. The exclusive mobile
licensed spectrum assignment methods will
remain important even if new techniques
may be envisaged to improve spectrum
utilization under some circumstances.
Timeline
The start of commercial deployment of 5G
systems is expected in years 2020+. The
exploratory phase to understand detailed
requirements on future 5G systems and
to identify the most promising technical
options has already started. Although several
standardization bodies will potentially be
involved in the 5G definition, 3GPP will be
most probably the focal point for technical
specifications, with 5G study items starting
from 2015.
5. INTRODUCTION
1
Worldbank: Information and Communication for Development: Extending Reach and Increasing Impact –
Economic impacts of broadband, 2009,
http://siteresources.worldbank.org/EXTIC4D/Resources/IC4D_Broadband_35_50.pdf.
2
EU Commission: Digital Agenda Scoreboard – The ICT Sector and R&D&I. 2012.
https://ec.europa.eu/digital-agenda/en/scoreboard.
1
Worldbank: Information and Communication for Development: Extending Reach and Increasing Impact –
Economic impacts of broadband, 2009,
http://siteresources.worldbank.org/EXTIC4D/Resources/IC4D_Broadband_35_50.pdf.
2
EU Commission: Digital Agenda Scoreboard – The ICT Sector and R&D&I. 2012.
https://ec.europa.eu/digital-agenda/en/scoreboard.
Thispapergivesanoverviewof
the5GvisionoftheEuropeanICT
sector.Itaddressesthekeydrivers
anddisruptivecapabilitiesfor5G
aswellasthedesignprinciples,key
technologicalcomponents,spectrum
andtimelineconsiderations.
The strategic nature of the communication sector
extends beyond its sole industrial domain, as the
boundaries with the IT domain tend to blur. 5% of
European GDP, with an annual value of about € 660
billion, is generated today by the ICT sector itself.
Additional investment in ICT in Europe could contribute
to a rebirth of GDP growth in Europe up to 1.21%
points in high-income economies and 1.38% points in
low and middle-income economies, as suggested by a
report from the World Bank1
. The overall employment
level of the ICT sector in Europe has been rather stable
between 7.2 to 7.5 million employees since 2002
(Source: Digital Agenda Scoreboard2
).
European industry has been historically strong in
research, development and integration of complex
systems like communication networks as well as
manufacturing critical systems. A wide spread and well-
established research community in R&D centres and
universities is cooperating with industry and SMEs for
knowledge and IPR generation. The novel 5G network
requirements, technologies and architectures will
introduce a wide range of industrial opportunities for
both established and new actors among which SMEs.
The 5G Infrastructure PPP is a unique opportunity for
the European ICT industry to compete on the global
market for 5G infrastructure deployment, operation
and services.
6. 6
5G will bring new unique service capabilities for consumers but also
for new industrial stakeholders (e.g. vertical industries, novel forms of
service providers or infrastructure owners and providers).
Firstly, it will ensure user experience continuity in challenging
situations. HD video or teleworking will be commonplace and
available anywhere, regardless of if the user is in a dense area like
a stadium or a city centre, or in a village or in a high speed train or
an airplane. 5G Systems will provide user access anywhere and will
select transparently for the user the best performing 5G access among
heterogeneous technologies like WiFi, 4G and new radio interfaces.
The choice of the best performing access will not only be based on
throughput but on the most relevant metrics depending on the nature
of the service e.g. latency may be more important than throughput for
an online game.
In addition, 5G will be a key enabler for the Internet of Things by
providing the platform to connect a massive number of objects
to the Internet. Sensors and actuators will spread everywhere.
KEYDRIVERS
4Gwasdesignedforimprovingcapacity,userdata-rates,spectrumusageandlatencywith
respectto3G.5Gismorethananevolutionofmobilebroadband.Itwillbeakeyenablerofthe
futuredigitalworld,thenextgenerationofubiquitousultra-highbroadbandinfrastructurethat
willsupportthetransformationofprocessesinalleconomicsectorsandthegrowingconsumer
marketdemand.Thefollowingparagraphintendstogiveaninsightonwhatmakes5Gsospecial.
Since they require very low energy consumption to save battery
lifetime, the network will have to support this effectively. Objects, users
and their personal network, whether body worn or in a household,
will be producer and consumer of data. Future smart phones, drones,
robots, wearable devices and other smart objects will create local
networks, using a multitude of different access methods. 5G will allow
all these objects to connect independently from a specific available
network infrastructure.
Furthermore, some mission critical services will become feasible
natively on the 5G infrastructure thanks to the unprecedented
performance achievable on demand. It will cover services which were
handled by specific networks for reliability reasons such as public
safety. It will also cover new services requiring a real time reactivity
such as Vehicle-to-Vehicle or Vehicle-to-Road services paving the way
towards the self-driving car, factory automation or remote health
services.
As a conclusion, 5G needs to support in an efficient way three different
type of traffic profiles, namely high throughput for e.g. video services,
low energy for eg. long –lived sensors and low latency for mission
critical services. In addition, 5G infrastructure will cover the network
needs and contribute to the digitalization of vertical markets such as
automotive, banking, education, city management, energy, utilities,
finance, food and agriculture, media, government, healthcare,
insurance, manufacturing, real estate, transportation and retail.
Anopportunitytolaunchbrandnewservices
2
FIGURE1.5Gnewservicecapabilities
USEREXPERIENCECONTINUITY INTERNETOFTHINGS MISSIONCRITICALSERVICES
8. The highly demanding disruptive capabilities of 5G require an enormous
research effort for industry and academia, because it requires orders
of magnitude of improvement over the current technology and
infrastructure. The following numbers, which are currently under
discussion in various fora such as NGMN or ITU-R, indicate the advances
required by 5G systems:
5GDISRUPTIVECAPABILITIES
5Gwillprovidedisruptivecapabilitiesasdescribedbelow,whichwillbeaneconomyboosterby
fosteringnewwaystoorganizethebusinesssectorofserviceproviders,aswellasfosteringnew
businessmodelssupportedbyadvancedICT.Inaddition,5Gshouldpavethewayforalargernumber
ofpartnershipsandBusinesstoBusinesstoCustomers(B2B2C)businessmodelsthroughAPIs
deployedatdifferentlevels(assets,connectivity,enablers).The5Garchitectureandtechnologywill
allowusingonlythenecessarynetworkfunctionsandresourcesforeachspecificservice(e.g.some
M2Mdevicesmaynotneedmobility),aswellassharinginfrastructureandspectrumcostsina
flexiblewaybetweenarichecosystemofserviceproviders.
At the societal level, the 5G disruptive capabilities will provide
ubiquitous access to a wide range of applications and services. These
will be provided with increased resilience, continuity, and much
higher resource efficiency including a significant decrease of energy
consumption. At the same time security and privacy will be protected.
In addition, 5G should provide enormous improvements in capacity and
boost user data rates. In particular, peak data rates in the order of 10
Gb/s will be required to support services such as 3D telepresence on
mobile devices. In addition, a capacity of 10 Tb/s/km² will be required
to cover e.g. a stadium with 30.000 devices relaying the event in social
networks at 50 Mb/s. Moreover, reduced end-to-end latencies of
the order of 5 ms are needed to support interactive applications and
ensure ultra-responsive mobile cloud-services. Future 5G infrastructure
is expected to cope with 30-50 Mb/s for a single video transmission
(before channel coding) and perform most of the light-field and sound-
field processing in the network, in order to adapt the data stream with
(close to) “zero latency”.
Besides human-centric applications outlined above it is expected
that a wide variety of Internet of Things (IoT), Massive Machine-
Type Communication (M-MTC), and Ultra-reliable Machine-Type
communication (U-MTC) will be prevalent by 2020. Supporting
the diverse requirements coming from IoT verticals may require
restructuring key architecture components of mobile systems.
1,000Xinmobiledatavolumepergeographicalarea
reachingatarget≥10Tb/s/km2
1,000Xinnumberofconnecteddevicesreachinga
density≥1Mterminals/km2
100Xinuserdataratereachingapeakterminaldata
rate≥10Gb/s
1/10Xinenergyconsumptioncomparedto2010
1/5Xinend-to-endlatency4
reaching5msfore.g.
tactileInternetandradiolinklatencyreachingatarget≤
1msfore.g.VehicletoVehiclecommunication
1/5XinnetworkmanagementOPEX
1/1,000Xinservicedeploymenttimereachinga
completedeploymentin≤90minutes
3
4
End-to-End latency should be understood as limited for
the case of terminals physically close, as nearby vehicles,
a swarm of robots in an automated factory, or a terminal
connecting to advanced services provided by a cloud
located within its backhaul.
8
10. FIGURE3.5Gnetworksandservicesvision
In order to meet the expected high throughput targets, small cells will
be pushed further leading to Ultra Dense Networks (UDN). As already
pointed out, 5G will cover human-to-human, human-to-machine and
machine-to-machine communications and this will drive the future
infrastructure towards all-encompassing smart connectivity: smart
cars, smart grids, smart cities, smart factories and so forth. It will foster
new Radio Area Network paradigms such as Device to Device (D2D) and
Moving Networks (MN).
The architecture of 5G will change dramatically compared to previous
generations, in order to meet the expected business and performance
requirements, especially in terms of latency and reliability, and to
support new business models and scenarios, beyond what is currently
foreseeable. In order to realize such a radical view on what the 5G
infrastructure is to become, the various 5G subsystems and interfaces,
as well as their integration into the overall 5G substrate need to be
inspired by modern operating system architectures.
While today’s mobile networks are an overlay on top of transport
network infrastructures, the foundational principles of software and
computing architectures suggest designing 5G as a set of native service/
network applications, and unifying all fundamental procedures of the
access stratum (AS) and non access stratum (NAS) protocols, such as
connection, security, mobility and, especially, routing management.
DESIGNPRINCIPLES
OperatorsofICTinfrastructuresneedmorenetworkandservicesflexibility,scalabilityandbusiness
sustainability.Thefuture5Ginfrastructureshallflexiblyandrapidlyadapttoabroadrangeof
requirements.Indeed,itwillberequiredtohostnewtypesofservices,newtypesofdevices
(vehicles,machines,connectedobjects,things)anddifferenttechnologies(foraccess,fronthauland
backhaul).
4
It means convergence between fixed and mobile networking services
with the associated evolution of core and transport networks. This will
dramatically reduce latency due to protocol simplification and optimal
locations of network/service applications and corresponding states;
improve reliability through the possibility of establishing simultaneously
multipleconnections,notlimitedtoasingledimensionalcommunication
chain; enable new business models through open interfaces (APIs for
resources, connectivity and services enablers); and support legacy
services and communication systems running applications fully
compatible to them and their future enhancements. A vision of 5G
networks and services is illustrated in Figure 3.
While the diversity of services and the complexity of the infrastructure
will apparently increase, 5G is expected to radically cut total cost of
ownership (TCO) of the infrastructure, on the one hand, and the service
creation and deployment times, on the other. Hence, service/network
management that classically rely on the Operation Administration and
Management (OA&M) tools and the Business and Operations Support
Systems(BSSandOSS)willevolveaccordinglywithadvancedautomation
including cognitive operations for handling trillions of actuators,
sensors, and exploiting Big Data for better QoS and QoE, whatever the
prosumer will be (human, machine or thing). Energy consumption will
be also dramatically reduced in the terminal and infrastructures and
harvesting energy systems will power ICT equipment.
10
11. Wirelesstechnologieswillbethe
startingpoint
Designing a wireless access network that simultaneously
satisfies future demands for both human-centric and machine-
centric services calls for technologies capable of using
contiguous and wide spectrum bandwidth; flexible resource
allocation and sharing schemes; flexible air interfaces; new
waveforms; agile access techniques; advanced multi-antenna
beam-forming and beam-tracking and MIMO techniques; new
radio resource management algorithms, to name just a few.
5G wireless will support a heterogeneous set of integrated
air interfaces. 5G network deployments are expected in the
“low” band, i.e. frequencies below 6GHz on macro and small
cells, coexisting with legacy (2-3G) and LTE (4G) technologies;
and in the “high” band, i.e. frequencies above 6GHz, on
small cells, together with WiFi and previous releases of 3GPP
technologies.
The 5G network architecture will enable the integration of
small cells and ultra-dense networks (UDN) which will require
new operational models for access networks like crowd
networking (relying partly on non-operators to deploy and
maintain the cells) which will call for new standard interfaces.
5Gwillleverageonthestrengths
ofbothopticalandwireless
technologies
The novel 5G architecture is also expected to integrate both
fronthaul and backhaul into a common transport network.
The technologies, which have been already identified span
from fiber optics with software-defined optical transmission
to novel CPRI-over-packet technologies, also considering
wireless links such as mmWave. On top of them a general
processing plane is expected to carry out bulk operations in
shared transmission media, and provide carrier grade services
in terms of re-configurability, energy efficiency and multi-
tenant operations.
Furthermore, to achieve the expected capacity, coverage,
reliability, latency and improvements in energy consumption,
the 5G architecture is expected to i) run over a converged
optical-wireless-satellite infrastructure for network access,
backhauling and fronthauling with the possibility of
transmitting digital and modulated signals over the physical
connections; ii) leverage flexible intra-system spectrum usage;
iii) make optimal utilization of the specific strengths of the
different underlying infrastructures (e.g. leverage multicast for
satellite or flexible spectrum for optical).
KEYENABLINGTECHNOLOGIES
5
5Gwillbedrivenbysoftware
Network functions virtualization (NFV) and software-defined networking (SDN) provide examples for possible new design
principles to allow more flexibility and tighter integration with infrastructure layers, although performance and scalability need
further investigation. Both approaches stem from the IT realm: NFV leverages recent advances in server virtualization and
enterprise IT virtualization; SDN proposes logical centralization of control functions and relies on advances in server scale out
and cloud technologies. However, none of those is essentially a networking technology, as the network is assumed to be there,
before NFV or SDN can be even used. Hence, 5G will provide a unified control for multi-tenant networks and services through
functional architectures deployment across many operators’ frameworks, giving service providers, and ultimately prosumers, the
perception of a convergence across many underlying wireless, optical, network and media technologies. 5G will make possible
the fundamental shift in paradigm from the current “service provisioning through controlled ownership of infrastructures” to a
“unified control framework through virtualization and programmability of multi-tenant networks and services”.
12. Research&innovationcollaborative
projectswillplayakeyrolein5G
development
It is essential that large-scale, multi-layered collaboration projects are available
to achieve this transformation. The ICT sector in Europe is leading the way to
drive this process, which is supported by the 5G Public-Private-Partnership (5G
PPP) in Horizon 2020 of the EU. The initiative can remove obstacles that may
hamper the 5G development by achieving an early consensus among key global
stakeholders, e.g. on a common 5G vision, architecture, spectrum utilization,
pre-standardization and international collaboration between Europe and the
relevant bodies in China, Japan, Korea and USA, to start from. In addition to
the private continuous effort, it is of vital importance that public authorities
and the private sector develop effective policies with regard to spectrum, pre-
standardization and international collaboration. What we need is an evolving
regulatory framework that provides a true level playing field for current and
new players coming into the picture, thanks to the novel sustainable business
models that 5G will enable.
Funding for promising projects will speed up progress. The EU can play an
important role in consolidating and building on the most important research
and innovation results attained in previous research programs, gathering
resources for 5G tests, proof of concept and large-scale trials, and bringing
the right stakeholders even beyond the ICT sector on board, notably vertical
industries. The METIS project, among others – e.g., MiWeba, MiWaves, 5GNow,
iJoin and CREW/EVARILOS – are very good examples of successful European
initiatives. These pan-European projects aim at contributing to the foundation
of 5G and have been developing and evaluating key technology component
candidates for 5G systems.
Nevertheless, let us not forget that 5G is still in its early research stages. As
presented above, a number of issues must be resolved before it can become
a reality: we need to join forces – across countries, continents, industries and
sectors. Europe has a key role to play in creating the right synergies, paving
the way for a hyper-networked future and building a better connected world.
Efficiencyandsecuritywillbeof
paramountimportance
Energy efficiency is also in circuit design, such as power amplifiers
and analog front-ends in microwave and millimeter frequency ranges,
DSP-enabled optical transceivers for access and backhaul networks,
and ultra-low power wireless sensors harvesting ambient energy, such
as solar, thermal, vibration and electromagnetic energy. In addition,
wireless power transfer technologies and optimization of sleep mode
switching present another exciting alternative to battery-less sensor
operation for M2M and D2D communications.
It is of course intended that such a revolution in the network
infrastructure cannot happen without parallel evolution of the
connected objects (terminals, machines, robots, drones, etc.) in terms
of wireless connectivity, computational power, memory capacity,
battery lifetime and, cost.
In 5G, security issues are radically amplified by the expected
multiplication of both types of stakeholders and numbers of tenants.
To resolve the potential increased complexity within the system
associated with this, it will become necessary to work under different
contexts and to always consider security realms. It will require new
access control models, as we have seen them emerge in the domain
of online social networks and, generally, online services. Beyond
confidentiality, integrity and availability, cyber-physical system (CPS)
security, and new security concepts in this area, need to address
trustworthiness of information, integrity of remote platforms,
contextual correctness, proof of possession and similar topics. The
existence of and support for highly limited devices such as sensors
will require probabilistic security mechanisms deployed in parallel
to the high-security solutions mentioned before. Also, tailored
security at the service and device level should be envisioned: 5G
might consider dynamic control and data plane support for different
security system instantiations to be able to provide differentiated
security services on request. The dynamic composition of the 5G
infrastructure needs security guarantees within the system: beyond
the mutual authentication and secure communication channel
establishment, we will need to delve into topics of infrastructure/
system integrity and operational security assurance. The key here is
to go beyond the currently prevailing operational security models like
prevention and protection, which tend to limit degrees of freedom. If
the system dynamics is key to achieve the agility of stakeholders (as
recent NFV and SDN initiatives suggest), then the survivability must
be increasingly understood as the major operational security model.
5
Analysys Mason, “Wireless network traffic worldwide: forecasts and analysis 2014–2019,” October 2014
6
Cisco, “The Zettabyte Era: Trends and Analysis,” White Paper, June 2014
7
NGMN Alliance, “5G White Paper – Executive Version,” 22 December 2014
8
METIS, “Deliverable D5.3. Description of the spectrum needs and usage principles,” 1 September 2014
9
Ofcom call for input, “Spectrum above 6 GHz for future mobile communications,” 16 January 2014
10
FCC notice of inquiry, “Use of spectrum above 24 GHz for mobile radio services,” GN Docket No. 14-177, FCC 14-154, 17 Oct 17 2014
12
13. Trendsinthespectrumrequirements
forwirelessbroadbandaccessand
backhaul
Driven in particular by video applications and the ever-increasing use of
smartphones, tablets and machine communication, mobile data traffic
is expected to grow dramatically according to several reports, such as
Analysys Mason5
and Cisco6
. These indicate about 50 to 60 % annual
growth over the five year period 2013 to 2018, a trend which may well
continue beyond 2020. It is also expected that 5G access networks for
some services will require wide contiguous carrier bandwidth (e.g.,
hundreds of MHz up to a few GHz) to be provided at a very high overall
system capacity. These will need to be supported by appropriately
scaled backhaul links that themselves will require adequate spectrum
resources.
Considerationsfornewwireless
broadbandspectrumabove6GHz
To support the requirements for wide contiguous bandwidths,
higher carrier frequencies above 6 GHz need to be considered. For
instance, the NGMN Alliance has identified that wide bandwidths
may be required to “support very high data rates and shorter-range
connectivity”7
.
Higher carrier frequencies can provide wide contiguous bandwidth
for very high overall system capacity, as the effective user range will
be relatively short, enabling very efficient frequency reuse over a
given geography. With increasing carrier frequency the propagation
conditions become more demanding than at the lower frequencies
traditionally used for wireless services. In particular both path loss
and diffraction loss become more severe, atmospheric effects must be
accounted for, and the use of directional antennas becomes necessary.
The result will be comparatively short links which to some degree
basically rely on line-of-sight paths. In fact, this can be considered an
advantage rather than a drawback, as in dense urban settings cell sizes
are becoming smaller anyway (e.g. of the order of hundreds of meters)
in order to provide high capacity. Furthermore, advances in technology
development such as 3D beam-forming and massive MIMO techniques
will realize their full potential when taking advantage of the short
wave-lengths, which come with high frequency bands.
The consideration of any new bands above 6 GHz for wireless networks
will require careful assessment and recognition of other services using,
or planning to use, these bands. This will require the application of
several methods and criteria, including, but not limited to, e.g. the
minimum required bandwidth and the level of spectrum utilization,
including existing and planned other services.
There is considerable work in the literature that provides useful
information on the most relevant spectrum bands, e.g., the outcome
of the EU METIS8
studies, the Ofcom consultation9
, and FCC10
. These
views are given without prejudice to the normal regulatory processes
at ITU, European and national levels, including sharing studies as usual
and appropriate.
Spectrummanagementmethods
Maintaining a stable and predictable regulatory and spectrum
management environment is critical for the long-term investments of
terrestrial and satellite operators and service providers into networks,
services, and spectrum. The exclusive mobile licensed spectrum
assignment methods will remain important for ensuring stability for
long-term investments into networks and the underlying spectrum.
In the interest of improving spectrum utilisation, new techniques and
technologies may be envisaged to facilitate long-term co-existence
between services and applications. New technologies for the use of
higher frequency bands and innovative regulatory tools could provide
new spectrum coexistence opportunities for 5G systems.
Methods have been suggested and are investigated involving a more
dynamic sharing of spectrum than is currently used. In addition,
cognitive radio solutions may gain traction in the market in coming
years.
SPECTRUMCONSIDERATIONS
6
Radiobasedservicesrelyonappropriateaccesstoelectromagneticspectrumatsuitablefrequencies.Tomeetthe
expectedgrowthintrafficandrequirementsassociatedwithnewapplicationsasdiscussedinSection1,thesuccessof
5Gsystemsandservicesdependsinter-aliaoni)amoreefficientuseofspectrumalreadyassignedtoterrestrialmobile
services;andii)thetimelyabilitytoutilisecertainnewbandsinordertosupportnewcapabilitiesforwhichdemandexists.
Researchonthisspectrumhastotakeintoaccountlong-terminvestmentssothattheycanbepreserved.
Thefollowingthreetopicsareconsideredconcerningspectrumfor5G:
Trendsinthespectrumrequirementsformobilebroadbandaccessandbackhaul
Spectrummanagementmethods
Considerationsfornewwirelessbroadbandspectrumabove6GHz
14. 5GTIMELINE
Thissectiondescribesthemostimportantmilestonesofresearch,developmentandinnovationand
standardizationactivitieson5G.
7 Research,DevelopmentandInnovationPhases
MILESTONES
2014-2015 Exploratory phase to understand detailed requirements on 5G future systems and identify most promising functional architectures and
technology options which will meet the requirements. These activities will build on previous research work in industry and research
framework programmes as well as global activities in other regions and standards bodies.
2015-2017 Detailed system research and development for all access means, backbone and core networks (including SDN, NFV, cloud systems,
undedicated programmable hardware…) by taking into account economic conditions for future deployment.
2016-2018 Detailed system optimisation by taking into account all identified requirements and constraints.
Identification and analysis of frequency bands envisaged for all 5G communications (also taking into account the result of WRC15) and
final system definition and optimisation by means of simulations, validation of concepts and early trials. Contributions to initial global
standardisation activities e.g. in 3GPP. Preparation of WRC19. Support of regulatory bodies for the allocation of newly identified frequency
bands for the deployment of new systems. New frequency bands should be available around 2020.
2017-2018 Investigation, prototypes, technology demos and pilots of network management and operation, cloud-based distributed computing and big
data for network operation. Extension of pilots and trials to non ICT stakeholders to evaluate the technical solutions and the impact in the
real economy. Detailed standardisation process based on validated system concepts by means of simulations and close to real world trials.
2018-2020 Demonstrations, trials and scalability testing of different complexity depending on standard readiness and component availability.
2020 New frequency bands available for trial network deployment and initial commercial deployment of new systems. Close to commercial
systems deployment under real world conditions with selected customers to prepare economic exploitation on global basis.
The start of commercial deployment of 5G systems is
expected in years 2020+, following the R&D phase and the
standardization and regulatory phases (e.g. spectrum in
World Radiocommunications Conference - WRC). Japan has
committed to have a commercial system for the 2020 Olympics.
It is too early for the European operators to commit to network
rollouts but many are predicting the 5G commercial availability
in 2020 – 2025. The exploratory phase to understand detailed
requirements on 5G future systems and identify most promising
technical and technological options has already started before
2014. The path from 5G exploration to early deployment
from the today’s perspective in 5G PPP is summarized in the
following table.
StandardizationActivities
Industry will play the major role in the 5G Infrastructure
PPP with respect to the necessary long-term investment in
global standardization and the integration of technological
contributions into complex interoperable systems. Results
of the 5G Infrastructure PPP projects will be suitable for
global standardization in bodies like 3GPP, IEEE, IETF and
other standards and specification bodies in the IT domain,
which can be contributed via established channels of 5G PPP
partner organizations to respective standards bodies. These
channels will be used to exploit research results in international
standardization.
It is clearly expected that the core of the 5G standardization
related to mobile technologies will happen in the context
of 3GPP, e.g. 3GPP RAN, CT and SA groups. However the 5G
Infrastructure PPP members will also contribute to a wide
range of other standardization bodies (IETF, ETSI, ONF, Open
Daylight, OPNFV, Open Stack, …). A high-level overview of the
5G roadmap, as seen from 5G Infrastructure PPP, is depicted
in Figure 4.
TABLE1:FROM5GEXPLORATIONTO5GDEPLOYMENT
14
15. ANNEX5GPPP
The5GPublic-Private-Partnership(5GPPP)iswithintheEUHorizon2020–TheEUFramework
ProgrammeforResearchandInnovation–underoneofthemostimportantEUIndustrialLeadership
challenges:ICT-14Advanced5GNetworkInfrastructure.Withinthisresearchandinnovationframework,
theEuropeanCommission(EC),undertheapprovaloftheEuropeanParliament(EP),hasalready
committed700M€ofPublicfundsover6years(2015-2021).Fromtwototentimeshigherisexpectedto
betheinvestmentfromPrivateParty:Industry,SME,andResearchInstitutes.
Generalobjectivesof5GPPPareto
5G PPP is a consensus-oriented organization aimed at fostering roadmap-driven research, which is controlled by business-related,
performance and societal KPIs. The program has a lifetime from 2014 to 2020 and is open for international cooperation and participation.
Conduct research and innovation work that
will form the basis of the 5G infrastructure
for the Future Internet for a wide range of
applications from IoT (Internet of Things) to
very high throughput services;
Develop the next generation of network
technologies taking into account key
societal challenges and their networking
requirements;
Reinforce the European industrial capability
in communication network technologies;
Serve as a consensus-based platform for
effective collaboration of players from
industry, academia, research organizations
and SMEs from both the terrestrial and the
satellite communities
Pave the way towards successful
introduction of innovative business
models based on more powerful and open
networks;
Support the emergence of global standards;
Help addressing non-technological barriers
such as regulatory issues and spectrum
availability;
Validate technologies from a technical and
business perspective through early trials
and reference deployments;
Develop skilled personnel, which is needed
to research, develop and operate advanced
communication networks as well as use of
new systems in vertical markets;
Provide a reliable and trustworthy
communications infrastructure, which
secures critical infrastructures.
5Gin3GPP
4Gin3GPP
ITU
ECFP7
EC5GPPP
SDN/NFV
MobileNetworks
2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024
R14(startSI) R15 R16
R14(startSI)R13
WRC’15
R12
Vision
ECFP7Pre-5G
5GPPPset-up
ONF,OpenDaylight,OPNFV,OpenStack...
Radioexperiments
5GPPPPhase
Vision Proposals Evaluation
IMT-2020specifications
Wkp
R15 R16
WRC’19
1 5GPPPPhase 2 5GPPPPhase
WinterOlympicsinSouthKorea
FIFAWorldCupinRussia SummerOlympicsinJapan
Note:OtherRegioneventsunderelaboration
3
1 2YEARS-Exploratoryphaseandspecification 2 2YEARS-Detailedresearchandoptimization 3 2YEARS-Experimentationandtrials
TrialsRadioexperiments 5GDeploymentandcommercialisation
FIGURE4.5GROADMAP
16. This material has been designed and printed with support from the 5-Alive project
and the 5G Infrastructure Association. The 5-Alive Project has received funding by
the European Commission’s Horizon 2020 Programme under the grant agreement
number: 643973
The European Commission support for the production of this publication does
not constitute endorsement of the contents which reflects the views only of the
authors, and the Commission cannot be held responsible for any use which may be
made of the information contained therein.
Thisdocumenthasbeenwrittenbyexpertsfrom
membersofthe5GInfrastructureAssociation.
Itrepresentsthebestoftheirexpertknowledge
todateandaimstoprovideaperspectiveonthe
developmentof5GinEurope.Thisdocumentis
releasedinFebruary2015.
Updateswillbemaderegularlyandareavailablefor
downloadatwww.5g-ppp.eu/roadmaps.
Moreinformationat
www.5g-ppp.eu
Supportedbythe