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Author : Gao Zheng
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (112 download)
Download or read book Proactive Caching in Mobile Networks written by Gao Zheng and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Wang Yantong Wang
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (131 download)
Download or read book Proactive Caching in Mobile Edge Networks written by Wang Yantong Wang and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Thang X. Vu
Publisher : Cambridge University Press
ISBN 13 : 1108480837
Total Pages : 431 pages
Book Rating : 4.1/5 (84 download)
Download or read book Wireless Edge Caching written by Thang X. Vu and published by Cambridge University Press. This book was released on 2021-03-11 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the latest research results for both uncoded and coded caching techniques in future wireless network design.
Author : Yan Zhang
Publisher : Springer Nature
ISBN 13 : 3030839443
Total Pages : 123 pages
Book Rating : 4.0/5 (38 download)
Download or read book Mobile Edge Computing written by Yan Zhang and published by Springer Nature. This book was released on 2021-10-01 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. It offers comprehensive, self-contained knowledge on Mobile Edge Computing (MEC), which is a very promising technology for achieving intelligence in the next-generation wireless communications and computing networks.The book starts with the basic concepts, key techniques and network architectures of MEC. Then, we present the wide applications of MEC, including edge caching, 6G networks, Internet of Vehicles, and UAVs. In the last part, we present new opportunities when MEC meets blockchain, Artificial Intelligence, and distributed machine learning (e.g., federated learning). We also identify the emerging applications of MEC in pandemic, industrial Internet of Things and disaster management.The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of MEC. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.
Author : Fa-Long Luo
Publisher : John Wiley & Sons
ISBN 13 : 1119562252
Total Pages : 490 pages
Book Rating : 4.1/5 (195 download)
Download or read book Machine Learning for Future Wireless Communications written by Fa-Long Luo and published by John Wiley & Sons. This book was released on 2020-02-10 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless Communications provides a comprehensive and highly accessible treatment to the theory, applications and current research developments to the technology aspects related to machine learning for wireless communications and networks. The technology development of machine learning for wireless communications has grown explosively and is one of the biggest trends in related academic, research and industry communities. Deep neural networks-based machine learning technology is a promising tool to attack the big challenge in wireless communications and networks imposed by the increasing demands in terms of capacity, coverage, latency, efficiency flexibility, compatibility, quality of experience and silicon convergence. The author – a noted expert on the topic – covers a wide range of topics including system architecture and optimization, physical-layer and cross-layer processing, air interface and protocol design, beamforming and antenna configuration, network coding and slicing, cell acquisition and handover, scheduling and rate adaption, radio access control, smart proactive caching and adaptive resource allocations. Uniquely organized into three categories: Spectrum Intelligence, Transmission Intelligence and Network Intelligence, this important resource: Offers a comprehensive review of the theory, applications and current developments of machine learning for wireless communications and networks Covers a range of topics from architecture and optimization to adaptive resource allocations Reviews state-of-the-art machine learning based solutions for network coverage Includes an overview of the applications of machine learning algorithms in future wireless networks Explores flexible backhaul and front-haul, cross-layer optimization and coding, full-duplex radio, digital front-end (DFE) and radio-frequency (RF) processing Written for professional engineers, researchers, scientists, manufacturers, network operators, software developers and graduate students, Machine Learning for Future Wireless Communications presents in 21 chapters a comprehensive review of the topic authored by an expert in the field.
Author : Debahuti Mishra
Publisher : Springer Nature
ISBN 13 : 9811559716
Total Pages : 834 pages
Book Rating : 4.8/5 (115 download)
Download or read book Intelligent and Cloud Computing written by Debahuti Mishra and published by Springer Nature. This book was released on 2020-10-30 with total page 834 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features a collection of high-quality research papers presented at the International Conference on Intelligent and Cloud Computing (ICICC 2019), held at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India, on December 20, 2019. Including contributions on system and network design that can support existing and future applications and services, it covers topics such as cloud computing system and network design, optimization for cloud computing, networking, and applications, green cloud system design, cloud storage design and networking, storage security, cloud system models, big data storage, intra-cloud computing, mobile cloud system design, real-time resource reporting and monitoring for cloud management, machine learning, data mining for cloud computing, data-driven methodology and architecture, and networking for machine learning systems.
Author : Tony Q. S. Quek
Publisher : Cambridge University Press
ISBN 13 : 110724465X
Total Pages : 441 pages
Book Rating : 4.1/5 (72 download)
Download or read book Small Cell Networks written by Tony Q. S. Quek and published by Cambridge University Press. This book was released on 2013-05-02 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive resource explores state-of-the-art advances in the successful deployment and operation of small cell networks. A broad range of technical challenges, and possible solutions, are addressed, including practical deployment considerations and interference management techniques, all set within the context of the most recent cutting-edge advances. Key aspects covered include 3GPP standardisation, applications of stochastic geometry, PHY techniques, MIMO techniques, handover and radio resource management, including techniques designed to make the best possible use of the available spectrum. Detailed technical information is provided throughout, with a consistent emphasis on real-world applications. Bringing together world-renowned experts from industry and academia, this is an indispensable volume for researchers, engineers and systems designers in the wireless communication industry.
Author : Honghao Gao
Publisher : Springer Nature
ISBN 13 : 3030677206
Total Pages : 789 pages
Book Rating : 4.0/5 (36 download)
Download or read book Communications and Networking written by Honghao Gao and published by Springer Nature. This book was released on 2021-02-01 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings constitutes the refereed proceedings of the 15th EAI International Conference on Communications and Networking, ChinaCom 2020, held in November 2020 in Shanghai, China. Due to COVID-19 pandemic the conference was held virtually. The 54 papers presented were carefully selected from 143 submissions. The papers are organized in topical sections on Transmission Optimization in Edge Computing; Performance and Scheduling Optimization in Edge Computing; Mobile Edge Network System; Communication Routing and Control; Transmission and Load Balancing; Edge Computing and Distributed Machine Learning; Deep Learning.
Author : Zhu Han
Publisher : Cambridge University Press
ISBN 13 : 1108417337
Total Pages : 509 pages
Book Rating : 4.1/5 (84 download)
Download or read book Game Theory for Next Generation Wireless and Communication Networks written by Zhu Han and published by Cambridge University Press. This book was released on 2019-06-27 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unified treatment of the latest game theoretic approaches for designing, modeling, and optimizing emerging wireless communication networks. Covering theory, analytical tools, and applications, it is ideal for researchers and graduate students in academia and industry designing efficient, scalable and robust protocols for future wireless networks.
Author : Sameh Hosny
Publisher :
ISBN 13 :
Total Pages : 116 pages
Book Rating : 4.:/5 (988 download)
Download or read book Mobility and Content Trading in Device-to-device Caching Networks written by Sameh Hosny and published by . This book was released on 2016 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mismatch between user demand and service supply creates a congestion in mobile wireless networks. The literature has a strong evidence that user behavior is highly predictable. Service Providers (SPs) can track, learn and predict user demand and mobility patterns. Taking advantage of user demand predictability allows SPs to smooth out the network load. Caching some of the data items in the off-peak times shifts some of the network load and reduces the incurred service cost. Moreover, the Device-to-Device (D2D) communication allows users to share their proactive downloads with other users in their neighborhood. Therefore, users find their request either in their local cache or with other users around them. Nevertheless, harnessing the information about user mobility enhances SP's caching decisions and reduces the incurred service cost. The information about users trajectories allows the SP to predict their presence in some popular locations, which experience high demand levels. Finding an optimal caching strategy alleviates the network congestion in these locations and improves the network performance. This dissertation introduces a study to extend the capabilities of D2D caching networks and investigates how to enhance its performance. The research consists of three main directions: (1) exploiting user behavior predictability to smooth out the network load, (2) leveraging the relations between users to introduce a content trading marketplace, and (3) leveraging the information about user mobility to enhance the caching strategy. We start by investigating how to exploit the user behavior predictability to cache some data contents during off-peak times for a future possible request during peak times. This part of the research creates a benchmark that allows us to evaluate the performance of the proposed models. We compare the gains achieved by this proactive caching scheme with the flat pricing scenario. The gains achieved later, by content trading and mobility-aware D2D caching networks, are compared with the gains of this proactive caching scheme. Further, we highlight how to leverage the relations between users demand to introduce another benefit of the cached data items. Predicting users requests for peak times, correlated with the SP smart pricing, guides them to proactively cache some data contents during off-peak times. Moreover, users are equipped with D2D communication and SP helps them by announcing some anonymous information about users demand. This motivates the SP to hold a marketplace where users can trade their proactive downloads. Remarkably, we show that an appropriate manipulation of this marketplace allows the SP to maximize its profit, while users minimize their payments, and an equilibrium can be attained. Our research plan extends to shed light on the impact of user mobility on the caching decision. We consider both centralized and decentralized caching schemes. Users carry cached data while they are moving and share it at the popular locations using the D2D communication. Most of the users demand are served through the D2D communication which alleviates the network congestion in these locations. This model allows users to minimize their payment while the SP minimizes the incurred service cost and hence achieves a higher profit.
Author : Wei Chen
Publisher : IET
ISBN 13 : 1839531223
Total Pages : 789 pages
Book Rating : 4.8/5 (395 download)
Download or read book Edge Caching for Mobile Networks written by Wei Chen and published by IET. This book was released on 2021-12-22 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this comprehensive edited book, the authors introduce edge caching from a theoretical perspective and discuss its role in saving bandwidth. Many physical layer models and techniques, including interference alignment and beamforming, are considered as well as recent advances in intelligent and proactive communication systems.
Author : Peng Yang
Publisher : Springer Nature
ISBN 13 : 3030886301
Total Pages : 169 pages
Book Rating : 4.0/5 (38 download)
Download or read book Millimeter-Wave Networks written by Peng Yang and published by Springer Nature. This book was released on 2021-10-27 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive review and in-depth study on efficient beamforming design and rigorous performance analysis in mmWave networks, covering beam alignment, beamforming training and beamforming-aided caching. Due to significant beam alignment latency between the transmitter and the receiver in existing mmWave systems, this book proposes a machine learning based beam alignment algorithm for mmWave networks to determine the optimal beam pair with a low latency. Then, to analyze and enhance the performance of beamforming training (BFT) protocol in 802.11ad mmWave networks, an analytical model is presented to evaluate the performance of BFT protocol and an enhancement scheme is proposed to improve its performance in high user density scenarios. Furthermore, it investigates the beamforming-aided caching problem in mmWave networks, and proposes a device-to-device assisted cooperative edge caching to alleviate backhaul congestion and reduce content retrieval delay. This book concludes with future research directions in the related fields of study. The presented beamforming designs and the corresponding research results covered in this book, provides valuable insights for practical mmWave network deployment and motivate new ideas for future mmWave networking. This book targets researchers working in the fields of mmWave networks, beamforming design, and resource management as well as graduate students studying the areas of electrical engineering, computing engineering and computer science. Professionals in industry who work in this field will find this book useful as a reference.
Author : IEEE Staff
Publisher :
ISBN 13 : 9781728142005
Total Pages : pages
Book Rating : 4.1/5 (42 download)
Download or read book 2020 International Conference on Information Networking (ICOIN) written by IEEE Staff and published by . This book was released on 2020-01-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Ad hoc networks, sensor networks, RFID, cellular networks, cloud computing, CDN, CCN ICN, DTN, Future Internet, Internet, IoT M2M, Multimedia communications, Security, Optical Networks, WBAN WPAN WLAN WMAN WWAN, Social Networks, etc
Author : Shlomo Shamai (Shitz)
Publisher : MDPI
ISBN 13 : 3039438174
Total Pages : 294 pages
Book Rating : 4.0/5 (394 download)
Download or read book Information Theory for Data Communications and Processing written by Shlomo Shamai (Shitz) and published by MDPI. This book was released on 2021-01-13 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern, current, and future communications/processing aspects motivate basic information-theoretic research for a wide variety of systems for which we do not have the ultimate theoretical solutions (for example, a variety of problems in network information theory as the broadcast/interference and relay channels, which mostly remain unsolved in terms of determining capacity regions and the like). Technologies such as 5/6G cellular communications, Internet of Things (IoT), and mobile edge networks, among others, not only require reliable rates of information measured by the relevant capacity and capacity regions, but are also subject to issues such as latency vs. reliability, availability of system state information, priority of information, secrecy demands, energy consumption per mobile equipment, sharing of communications resources (time/frequency/space), etc. This book, composed of a collection of papers that have appeared in the Special Issue of the Entropy journal dedicated to “Information Theory for Data Communications and Processing”, reflects, in its eleven chapters, novel contributions based on the firm basic grounds of information theory. The book chapters address timely theoretical and practical aspects that constitute both interesting and relevant theoretical contributions, as well as direct implications for modern current and future communications systems.
Author : Nirwan Ansari
Publisher : John Wiley & Sons
ISBN 13 : 1119125111
Total Pages : 326 pages
Book Rating : 4.1/5 (191 download)
Download or read book Green Mobile Networks written by Nirwan Ansari and published by John Wiley & Sons. This book was released on 2017-03-16 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Green communications is a very hot topic. As mobile networks evolve in terms of higher rates/throughput, a consequent impact on operating costs is due to (aggregate) network energy consumption. As such, design on 4G networks and beyond have increasingly started to focus on `energy efficiency’ or so-called ‘green’ networks. Many techniques and solutions have been proposed to enhance the energy efficiency of mobile networks, yet no book has provided an in-depth analysis of the energy consumption issues in mobile networks nor has detailed theories, tools and solutions for solving the energy efficiency problems. This book presents the techniques and solutions for enhancing energy efficiency of future mobile networks, and consists of three major parts. The first part presents a general description of mobile network evolution in terms of both capacity and energy efficiency. The second part discusses the advanced techniques to green mobile networks. The third part discusses the solutions that enhance mobile network energy efficiency as well as provides future directions. Whilst the reader is expected to have basic knowledge of wireless communications, the authors present a brief introduction of the evolution of mobile networks, providing the knowledge base for understanding the content of the book. In addition, complicated network problems are illustrated using simple examples. This will help the reader understand the concept and intuition of various techniques and solutions. Incorporates the latest research results from both academia and industry, providing an up-to-date overview of existing technologies and solutions on making mobile networks greener Consists of three sections with a gradually increasing technical depth on green mobile networks, providing the reader with a systematic view of the research area, and helping those with different technical backgrounds to better understand the content Covers existing enabling technologies for green mobile networking, including an innovative discussion of state-of-the-art solutions and algorithms
Author : F. Richard Yu
Publisher : CRC Press
ISBN 13 : 1351611232
Total Pages : 367 pages
Book Rating : 4.3/5 (516 download)
Download or read book Integrated Networking, Caching, and Computing written by F. Richard Yu and published by CRC Press. This book was released on 2018-06-13 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features the major research advances on integrated networking, caching, and computing. Information-centric networking-based caching is one of the promising techniques for future networks. The cloud computing paradigm has been widely adopted to enable convenient, on-demand network access to a shared pool of configurable computing resources. In addition, fog/edge computing is proposed to deploy computing resources closer to end devices. From the perspective of applications, network, cache and compute are underlying enabling resources. How to manage, control and optimize these resources can have significant impacts on application performance.
Author : Saravanan, P. Shanthi
Publisher : IGI Global
ISBN 13 : 1799877582
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)
Download or read book Privacy and Security Challenges in Location Aware Computing written by Saravanan, P. Shanthi and published by IGI Global. This book was released on 2021-04-23 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Location-aware computing is a technology that uses the location (provides granular geographical information) of people and objects to derive contextual information. Today, one can obtain this location information free of cost through smartphones. Smartphones with location enabled applications have revolutionized the ways in which people perform their activities and get benefits from the automated services. It especially helps to get details of services in less time; wherever the user may be and whenever they want. The need for smartphones and location enabled applications has been growing year after year. Nowadays no one can leave without their phone; the phone seemingly becomes one of the parts of the human body. The individual can now be predicted by their phone and the identity of the phone becomes the person’s identity. Though there is a tremendous need for location-enabled applications with smartphones, the debate on privacy and security related to location data has also been growing. Privacy and Security Challenges in Location Aware Computing provides the latest research on privacy enhanced location-based applications development and exposes the necessity of location privacy preservation, as well as issues and challenges related to protecting the location data. It also suggests solutions for enhancing the protection of location privacy and therefore users’ privacy as well. The chapters highlight important topic areas such as video surveillance in human tracking/detection, geographical information system design, cyberspace attacks and warfare, and location aware security systems. The culmination of these topics creates a book that is ideal for security analysts, mobile application developers, practitioners, academicians, students, and researchers.
