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Industry 5.0 is Coming: A Survey on Intelligent NextG Wireless Networks as Technological Enablers [article]

Shah Zeb, Aamir Mahmood, Sunder Ali Khowaja, Kapal Dev, Syed Ali Hassan, Nawab Muhammad Faseeh Qureshi, Mikael Gidlund, Paolo Bellavista
2022 arXiv   pre-print
In this regard, the convergence of the emerging computational intelligence (CI) paradigm and next-generation wireless networks (NGWNs) can fulfill the stringent communication and computation requirements  ...  Industry 5.0 vision, a step toward the next industrial revolution and enhancement to Industry 4.0, envisioned the new goals of resilient, sustainable, and human-centric approaches in diverse emerging applications  ...  Computations. Advanced AI techniques such as Deep RL, Swarm AI, etc., needs high computation to train on data and converge towards optimal solutions [8] .  ... 
arXiv:2205.09084v1 fatcat:uq6rfxhvp5acfc3jtem7dmdcwy

Re-architected Cloud Data Center Networks and Their Impact on the Future Internet [chapter]

Christian Esteve Rothenberg
2010 Studies in Computational Intelligence  
Large-scale Internet data centers (DC) are empowering the new era of cloud computing, a still evolving paradigm that promises infinite capacity, no upfront commitment and pay-as-you-go service models.  ...  In this chapter, we focus on the latter and review developments that are taken place in architecting data center networks (DCN) to meet the requirements of the cloud.  ...  from tax incentives for (near) zero-carbon-emission DCs.  ... 
doi:10.1007/978-3-642-13247-6_10 fatcat:a5ynpr45bnhznpremsjdykw7gu

Dynamic Resource Aware VNF Placement with Deep Reinforcement Learning for 5G Networks

Anestis Dalgkitsis, Mekikis Prodromos-Vasileios, Angelos Antonopoulos, Georgios Kormentzas, Christos Verikoukis
2020 Zenodo  
In this work, we leverage a Deep Deterministic Policy Gradient Reinforcement Learning algorithm, to fully automate the Virtual Network Functions deployment process between edge and cloud network nodes.  ...  and fully automated, Zero touch network Service Management.  ...  ACKNOWLEDGMENT This work was supported by the research projects AGAUR (2017-SGR-891), SPOT5G (TEC2017-87456-P) and MonB5G (871780).  ... 
doi:10.5281/zenodo.4459639 fatcat:awxyhsqwejbvldaxj5i6hpeiou

Service embedding in IoT networks

Haider Qays Al-Shammari, Ahmed Lawey, Taisir El-Gorashi, Jaafar M. H. Elmirghani
2019 IEEE Access  
Cloud computing The cloud can provide computation and data storage services to the IoT layer and can provide other services according to network scale and application demand [18] .  ...  Fog computing is considered a cloud-derived solution and is based on the distribution of computing resources and services nearer to the endpoints of the network edge.  ...  The results showed that the STR scenario produced higher power savings with lower PDR: the STR scenario exhibited a power saving of 10% compared with the recent scheme of RDTR when PDR was equal 70%.  ... 
doi:10.1109/access.2019.2962271 fatcat:retqyv6guffbvpeuy5e3pvpa6i

Distributed Energy Efficient Clouds Over Core Networks

Ahmed Q. Lawey, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani
2014 Journal of Lightwave Technology  
In this paper, we introduce a framework for designing energy efficient cloud computing services over non-bypass IP/WDM core networks.  ...  We study the optimization of three cloud services: cloud content delivery, storage as a service (StaaS), and virtual machines (VMS) placement for processing applications.  ...  Virtualization [4] lies at the heart of cloud computing, where the requested resources are created, managed and removed flexibly over the existing physical machines such as servers, storage and networks  ... 
doi:10.1109/jlt.2014.2301450 fatcat:hn7bewiuu5f7lhqr2o6baz2hme

Management of Information, Communications, and Networking: from the Past to the Future

Shingo ATA, Toshio TONOUCHI
2017 IEICE transactions on communications  
Recently, the spread of network virtualization technologies enable agility, integrity, and resilience to ICT services.  ...  As a result of large-scale and complicated of ICT (Information and Communication Technology), the technologies of operations and management of ICT infrastructure and systems are changing to adopt the variation  ...  TM Forum also promotes ZOOM (Zero-time Orchestration, Operations and Management) project to discuss the direction of operations and management in virtualization and cloud aware environment, in cooperation  ... 
doi:10.1587/transcom.2016pfi0017 fatcat:v5xfpffvmbfrvdnhrww73aswsi

Green Mobile Networks for 5G and Beyond

Meysam Masoudi, Mohammad Galal Khafagy, Alberto Conte, Ali El-Amine, Brian Francoise, Chayan Nadjahi, Fatma Ezzahra Salem, Wael Labidi, Altug Sural, Azeddine Gati, Dominique Bodere, Erdal Arikan (+11 others)
2019 IEEE Access  
The latter spans proposed virtualized/cloud architectures, efficient polar coding for fronthauling, mobile network powering via renewable energy and smart grid integration, passive cooling, smart sleeping  ...  In this paper, we study current and future wireless networks from the viewpoint of energy efficiency (EE) and sustainability to meet the planned network and service evolution toward, along, and beyond  ...  Silva and N. T. Almeida would like to address a special thank to Dr.  ... 
doi:10.1109/access.2019.2932777 fatcat:ajol63gnivedrformgbn5mdqb4

The Need for Speed: The Importance of Next-Generation Broadband Networks

Stephen J. Ezell, Robert D. Atkinson, Daniel Castro, George Ou
2009 Social Science Research Network  
Thus, cloud computing enabled by next-generation broadband networks can go a long way towards addressing the "digital divide" in the United States by making computers easier to use and improving their  ...  This convergence of televisions, computers, and telecommunications into a single platform is not to be underestimated.  ...  Before journalism, he worked as an iT profes sional who designed and built wired network, wireless network, internet, storage, security, and server infrastructure for various fortune 100 companies.  ... 
doi:10.2139/ssrn.1354032 fatcat:qlrza37e7begrekotiuhatpy5e

B5GEMINI: AI-Driven Network Digital Twin

Alberto Mozo, Amit Karamchandani, Sandra Gómez-Canaval, Mario Sanz, Jose Ignacio Moreno, Antonio Pastor
2022 Sensors  
Network Digital Twin (NDT) is a new technology that builds on the concept of Digital Twins (DT) to create a virtual representation of the physical objects of a telecommunications network.  ...  In this work, we present B5GEMINI, which is an NDT for 5G and beyond networks that makes an extensive use of AI and ML.  ...  Acknowledgments: We are grateful to Diego López (Telefónica I+D), who provided insight and expertise in fruitful discussions about the Network Digital Twin and Digital Map topics and revised the manuscript  ... 
doi:10.3390/s22114106 pmid:35684725 pmcid:PMC9185242 fatcat:fsxw2gmeszehropxbzbg6fatxu

Editorial A Decade of Green Radio and the Path to "Net Zero": A United Kingdom Perspective

John S. Thompson, Simon Fletcher, Vasilis Friderikos, Yue Gao, Lajos Hanzo, Mohammad Reza Nakhai, Timothy O'Farrell, Patricia D. Wells
2022 IEEE Transactions on Green Communications and Networking  
ACKNOWLEDGMENT The authors would like to thank Jenny Johnson from the Mobile VCE for her administrative assistance in organising and minuting meetings that were held to prepare this article.  ...  A third example arises in the emerging multi-access edge computing (MEC) that can potentially extend cloud computing power to the edge of the network.  ...  This identifies net zero carbon operation a particular priority research area for the U.K. to pursue [14] .  ... 
doi:10.1109/tgcn.2022.3172596 fatcat:zwyx7pck6vghhj2f6cd2oxnbka

AI-Aided Integrated Terrestrial and Non-Terrestrial 6G Solutions for Sustainable Maritime Networking [article]

Salwa Saafi, Olga Vikhrova, Gábor Fodor, Jiri Hosek, Sergey Andreev
2022 arXiv   pre-print
Due to recent advancements in integrating high-capacity and ultra-reliable terrestrial and non-terrestrial networking technologies, ubiquitous maritime connectivity is becoming a reality.  ...  The key enablers in these processes are always-available connectivity and content delivery services, which can not only aid shipping companies in improving their operational efficiency and reducing carbon  ...  ACKNOWLEDGMENTS The authors gratefully acknowledge funding from European Union's Horizon 2020 Research and Innovation programme under the Marie Skłodowska-Curie grant agreement No. 813278 (A-WEAR project  ... 
arXiv:2201.06947v2 fatcat:u7owlfpmz5f43jlbkvh2ztfvti

Low-Emissions Routing for Cloud Computing in IP-over-WDM Networks with Data Centers

Mirko Gattulli, Massimo Tornatore, Riccardo Fiandra, Achille Pattavina
2014 IEEE Journal on Selected Areas in Communications  
As cloud computing adoption increases, the energy consumption of the network and of the computing resources that underpin the cloud is growing and causing the emission of enormous quantities of CO2.  ...  Cloud Computing (CC) services are rapidly catching on as an alternative to conventional office-based computing.  ...  Several zero-carbon energy sites have been selected for the location of network and computing resources and the project is aimed at creating technology and standards for reducing the carbon footprint of  ... 
doi:10.1109/jsac.2014.140104 fatcat:vsf7cbbmdbcudkrcwm5ho72lmq

Renewable Energy Provisioning for ICT Services in a Future Internet [chapter]

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem
2011 Lecture Notes in Computer Science  
Whilst energy efficiency techniques are still encouraged at low-end client equipments, the heaviest computing services are dedicated to virtual data centers powered completely by green energy from a large  ...  and around the world, the GreenStar Network (GSN) is developed to dynamically transport user services to be processed in data centers built in proximity to green energy sources, reducing GHG (Greenhouse  ...  The authors thank all partners for their contribution in the GSN and Mantychore FP7 projects.  ... 
doi:10.1007/978-3-642-20898-0_30 fatcat:p54ebyrl3jcjxndqmvkklbzqaa

Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications [article]

Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang
2020 arXiv   pre-print
In such a network, a very large number of devices and applications are emerged, along with heterogeneity of technologies, architectures, mobile data, etc., and optimizing such a network is of utmost importance  ...  Secondly, we review the applications of SI to settle emerging issues in NGN, including spectrum management and resource allocation, wireless caching and edge computing, network security, and several other  ...  device connectivity and heterogeneous wireless communication, and new security issues from new technologies like SDN, MEC, network function virtualization (NFV), cloud computing.  ... 
arXiv:2007.15221v1 fatcat:ysap6mdfcvdbtcwojnmvvbrjdu

EASE: Energy-Aware job Scheduling for vehicular Edge networks with renewable energy resources [article]

Giovanni Perin, Francesca Meneghello, Ruggero Carli, Luca Schenato, Michele Rossi
2021 arXiv   pre-print
This is achieved by tackling, as a main objective, the minimization of the carbon footprint of the edge network, whilst delivering adequate quality of service (QoS) to the end users (e.g., meeting task  ...  The scenario under study involves the optimal allocation and migration of time-sensitive computing tasks in a resource-constrained internet of vehicles (IoV) context.  ...  and virtual entity migration, with the objective of minimizing the carbon footprint of the MEH network.  ... 
arXiv:2111.02186v1 fatcat:fljbim4afvbo5fn4zntc3ld6cm
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