Collaborative Content Distribution In Mobile Networks With Caching And D2d Assistance

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Collaborative Content Distribution in Mobile Networks with Caching and D2D-assistance

Author : Haoru Xing
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Collaborative Content Distribution in Mobile Networks with Caching and D2D-assistance by : Haoru Xing

Download or read book Collaborative Content Distribution in Mobile Networks with Caching and D2D-assistance written by Haoru Xing and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the mobile networks are evolving to a content-centric paradigm, the surging traffic demands keep stressing the ever-increasing network capacities. In-network caching offers an effective means to alleviate the traffic pressure by saving bandwidth utilization and balancing traffic loads. In this thesis, we first introduced an integrated content distribution framework that integrates universal in-network caching and enables collaboration across domains. This framework takes advantage of appealing design principles in device-to-device (D2D) communications, mobile edge computing (MEC), network function virtualization (NFV), and software-defined networking (SDN). Leveraging this framework, we studied the request screening problem, which aims to appropriately select the video requests offloaded to energy-efficient D2D communications. We redirected content requests to maximize the coverage of requests that can be fulfilled through D2D communications. Given the constraints of individual transmission and caching capacities, the number of available D2D channels, and information privacy with social-awareness, we can decouple the screening problem into two subproblems, i.e., the device caching and matching problem, and the D2D channel allocation problem. As we proved that both problems are NP-hard, we proposed social-aware heuristic algorithms that iteratively make the best offloading decision in each step. Simulation results show that the proposed algorithms perform fairly closely to optimal solutions in small-scale instances and outperform the reference schemes under various situations. Then, we studied the request routing problem, which selects sources and redirects video streams appropriately to optimize in-network flows. We proposed a context-aware approach for request routing through the integrated edge-core. The results demonstrate that the proposed solution achieves significant performance gain over the reference schemes in exploiting network dynamics and user context to relieve network congestion.

Collaborative Content Distribution with Device-to-device Communications

Author : Jianguo Xie
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)

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Book Synopsis Collaborative Content Distribution with Device-to-device Communications by : Jianguo Xie

Download or read book Collaborative Content Distribution with Device-to-device Communications written by Jianguo Xie and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing penetration of smart devices, device-to-device (D2D) communications offer a promising paradigm to accommodate the ever-growing mobile traffic and unremitting demands. The redundant storage and communication capacities of smart devices can be exploited for collaborative content caching and distribution. In this thesis, we first studied the D2D pairing problem, which appropriately pairs a device requesting a content item with a nearby device which caches the requested item. We formulated the D2D pairing problem as an integer linear program (ILP) and developed a heuristic channel-aware algorithm to solve it. Computer simulations were conducted to compare the channel-aware algorithm with the optimal solution, as well as a minimum distance-based algorithm and a random algorithm. The results show that the channel-aware algorithm outperforms the random algorithm in terms of total number of served D2D pairs and average latency of served pairs. Then, we studied the message allocation problem, which allocates the message requests to be served by the cache devices via D2D multicast. Aiming to minimize the total transmission cost or maximize the gain in cost saving for the base station (BS), this message allocation problem can be formulated from different perspectives, as a weighted set cover problem (WSCP), a hypergraph matching problem, or a multiple-choice knapsack problem (MCKP). We compared three algorithms for the formulated problems, including a greedy algorithm, a heuristic algorithm based on Lagrangian relaxation, and a fully polynomial-time approximation scheme (FPTAS), respectively. The simulations results show that the WSCP based algorithm outperforms the other two in static scenarios in terms of D2D offload ratio and total cost. In dynamic scenarios, the MCKP based algorithm performs the best because the approximation guarantee of the FPTAS results in solutions closest to the optimum.

Modeling and Analyzing Device-to-device Content Distribution in Cellular Networks

Author : Derya Malak
Publisher :
ISBN 13 :
Total Pages : 390 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Modeling and Analyzing Device-to-device Content Distribution in Cellular Networks by : Derya Malak

Download or read book Modeling and Analyzing Device-to-device Content Distribution in Cellular Networks written by Derya Malak and published by . This book was released on 2017 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Device-to-device (D2D) communication is a promising approach to optimize the utilization of air interface resources in 5G networks, since it allows decentralized proximity-based communication. To obtain caching gains through D2D, mobile nodes must possess content that other mobiles want. Thus, devising intelligent cache placement techniques are essential for D2D. The goal of this dissertation is to provide randomized spatial models for content distribution in cellular networks by capturing the locality of the content, and additionally, to provide dynamic content placement algorithms exploiting the node configurations. First, a randomized content caching scheme for D2D networks in the cellular context is proposed. Modeling the locations of the devices as a homogeneous Poisson Point Process (PPP), the probability of successful content delivery in the presence of interference and noise is derived. With some idealized modeling aspects, i.e., given that (i) only a fraction of users to be randomly scheduled at a given time, and (ii) the request distribution does not change over time, it has been shown that the performance of caching can be optimized by smoothing out the request distribution, where the smoothness of the caching distribution is mainly determined by the path loss exponent, and holds under Rayleigh, Ricean and Nakagami fading models. Second, to take the randomized caching model a step further, a spatially correlated content caching scenario is contemplated. Inspired by the Matérn hard-core point process of type II, which is a first-order pairwise interaction model, D2D nodes caching the same file are never closer to each other than the exclusion radius. The exclusion radius plays the role of a substitute for caching probability. The optimal exclusion radii that maximize the hit probability can be determined by using the request distribution and cache memory size. Unlike independent content placement, which is oblivious to the geographic locations of the nodes, the new strategy can be effective for proximity-based communication even when the cache size is small. Third, an auction-aided Matérn carrier sense multiple access (CSMA) policy that considers the joint analysis of scheduling and caching is studied. The auction scheme is distributed. Given a cache configuration, i.e., the set of cached files in each user at a given snapshot, each D2D receiver determines the value of its request, by bidding on the set of potential transmitters in its communication range. The values of the receiver bids are reported to the potential transmitter, which computes the cumulated sum of these variables taken on all users in its cell. The potential transmitter then reports the value of the bid sum to other potential transmitters in its contention range. Given the accumulated bids of all potential transmitters, the contention range and the medium access probability, a fraction of the potential transmitters are jointly scheduled, determined by the auction policy, in order to optimize the throughput. Later, a Gibbs sampling-based cache update strategy is proposed to iteratively optimize the hit rate by taking the scheduling scheme into account. In this dissertation, a variety of distributed algorithms for D2D content caching are proposed. Our results indicate that the geographic locality and the network parameters have a significant role in determining and optimizing the placement strategy. Exploiting the user interactions and spatial diversity, and incentivizing cooperation among D2D nodes are crucial in realizing the full potential of caching. Furthermore, from a network point of view, the scheduling and the caching phases are closely linked to each other. Hence, understanding the interaction between these two phases helps develop novel dynamic caching strategies capturing the temporal and spatial locality of the demand.

Wireless Edge Caching

Author : Thang X. Vu
Publisher : Cambridge University Press
ISBN 13 : 1108480837
Total Pages : 431 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Wireless Edge Caching by : Thang X. Vu

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.

International Conference on Innovative Computing and Communications

Author : Deepak Gupta
Publisher : Springer Nature
ISBN 13 : 9811928215
Total Pages : 793 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis International Conference on Innovative Computing and Communications by : Deepak Gupta

Download or read book International Conference on Innovative Computing and Communications written by Deepak Gupta and published by Springer Nature. This book was released on 2022-09-26 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality research papers presented at the Fifth International Conference on Innovative Computing and Communication (ICICC 2022), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 19–20, 2022. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.

Web Services – ICWS 2020

Author : Wei-Shinn Ku
Publisher : Springer Nature
ISBN 13 : 3030596184
Total Pages : 243 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Web Services – ICWS 2020 by : Wei-Shinn Ku

Download or read book Web Services – ICWS 2020 written by Wei-Shinn Ku and published by Springer Nature. This book was released on 2020-09-18 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Conference on Web of Services, ICWS 2020, held virtually as part of SCF 2020, in Honolulu, HI, USA, in September 2020. The 14 full papers presented in this volume were carefully reviewed and selected from 52 submissions. The conference proceeding ICWS 2020 presents the latest fundamental advances in the state of the art and practice of Web-based services, identify emerging research topics, and define the future of Web-based services. All topics regarding Web-centric services, enabling technologies and applications align with the theme of ICWS.

Communications and Networking

Author : Xingang Liu
Publisher : Springer
ISBN 13 : 3030061612
Total Pages : 743 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Communications and Networking by : Xingang Liu

Download or read book Communications and Networking written by Xingang Liu and published by Springer. This book was released on 2019-01-15 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book constitutes the refereed proceedings of the 13th EAI International Conference on Communications and Networking, held in October 2018 in Chengdu, China. The 71 papers presented were carefully selected from 114 submissions. The papers are organized in topical sections on wireless communications and networking, next generation WLAN, big data networks, cloud communications and networking, ad hoc and sensor networks, satellite and space communications and networking, optical communications and networking, information and coding theory, multimedia communications and smart networking, green communications and computing, signal processing for communications, network and information security, machine-to-machine and IoT, communication QoS, reliability and modeling, cognitive radio and networks, smart internet of things modeling, pattern recognition and image signal processing, digital audio and video signal processing, antenna and microwave communications, radar imaging and target recognition, and video coding and image signal processing.

Mobile Edge Computing

Author : Yan Zhang
Publisher : Springer Nature
ISBN 13 : 3030839443
Total Pages : 123 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Mobile Edge Computing by : Yan Zhang

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.

Communications, Signal Processing, and Systems

Author : Qilian Liang
Publisher : Springer
ISBN 13 : 9811065713
Total Pages : 2798 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Communications, Signal Processing, and Systems by : Qilian Liang

Download or read book Communications, Signal Processing, and Systems written by Qilian Liang and published by Springer. This book was released on 2018-06-07 with total page 2798 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together papers presented at the 2017 International Conference on Communications, Signal Processing, and Systems (ICCSP 2017), which was held on July 14–17, 2017 in Harbin, China. Presenting the latest developments and discussing the interactions and links between these multidisciplinary fields, the book spans topics ranging from communications, signal processing and systems. It is aimed at undergraduate and graduate electrical engineering, computer science and mathematics students, researchers and engineers from academia and industry as well as government employees.

IoT as a Service

Author : Bo Li
Publisher : Springer Nature
ISBN 13 : 3030675149
Total Pages : 804 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis IoT as a Service by : Bo Li

Download or read book IoT as a Service written by Bo Li and published by Springer Nature. This book was released on 2021-01-30 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 6st International Conference on IoT as a Service, IoTaaS 2020, which took place in Xi’an, China, in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 69 revised full papers were carefully reviewed and selected from 136 submissions. The papers present two technical tracks and three workshops: The Second Workshop on Edge Intelligence and Computing for Iot Communications and Applications, the Workshop on Satellite Communication Networks for Internet of Things, the Workshop on Satellite Communications

Integrated Networking, Caching, and Computing

Author : F. Richard Yu
Publisher : CRC Press
ISBN 13 : 1351611232
Total Pages : 367 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Integrated Networking, Caching, and Computing by : F. Richard Yu

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.

Mobile Edge Caching in Heterogeneous Vehicular Networks

Author : Huaqing Wu
Publisher : Springer Nature
ISBN 13 : 3030888789
Total Pages : 127 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Mobile Edge Caching in Heterogeneous Vehicular Networks by : Huaqing Wu

Download or read book Mobile Edge Caching in Heterogeneous Vehicular Networks written by Huaqing Wu and published by Springer Nature. This book was released on 2021-12-02 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: To support smart vehicular services especially in the future driverless era, the vehicular networks are expected to support high-bandwidth content delivery and reliable accessibility of multifarious applications. However, the limited radio spectrum resources, the inflexibility in accommodating dynamic traffic demands, and the geographically constrained fixed infrastructure deployment of current terrestrial networks pose great challenges in ensuring ubiquitous, flexible, and reliable network connectivity. This book investigates mobile edge content caching and delivery in heterogeneous vehicular networks (HetVNets) to provide better service quality for vehicular users with resource utilization efficiency enhancement. Specifically, this book introduces the background of HetVNets and mobile edge caching, provides a comprehensive overview of mobile edge caching-assisted HetVNet techniques in supporting vehicular content delivery, and proposes/designs mobile edge content caching and delivery schemes in different HetVNet scenarios respectively to enhance vehicular content delivery performance. Afterward, this book outlines open issues and research directions in future mobile edge caching-assisted space-air-ground integrated vehicular networks. The topics addressed in this book are crucial for both the academic community and industry, since mobile edge caching in heterogeneous networks has become an essential building block for the communication systems. The systematic principle of this book provides valuable insights on the efficient exploitation of heterogeneous network resources to fully unleash their differential merits in supporting vehicular applications. In addition, this book considers different HetVNet scenarios from terrestrial HetVNets to air-ground HetVNets and space-air-ground HetVNets, which can provide a general overview for interested readers with a comprehensive understanding of applying mobile edge caching techniques in enhancing vehicular content delivery performance, and offer a systematized view for researchers and practitioners in the field of mobile edge caching to help them design and optimize the desired vehicular content delivery systems. Provides in-depth studies on mobile edge content caching and delivery scheme design for three typical HetVNet scenarios; Comprehensively covers the analysis, design, and optimization of the mobile edge content caching-assisted HetVNets; Systematically addresses vehicle mobility, network service interruptions, and dynamic service request distribution issues in the mobile edge content caching and delivery.

Innovative Mobile and Internet Services in Ubiquitous Computing

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 3319615424
Total Pages : 1017 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Innovative Mobile and Internet Services in Ubiquitous Computing by : Leonard Barolli

Download or read book Innovative Mobile and Internet Services in Ubiquitous Computing written by Leonard Barolli and published by Springer. This book was released on 2017-07-03 with total page 1017 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest research advances, new methods and development techniques, challenges and solutions from both theoretical and practical perspectives related to Ubiquitous and Pervasive Computing (UPC), with an emphasis on innovative, mobile and internet services. With the proliferation of wireless technologies and electronic devices, there is a rapidly growing interest in UPC, which makes it possible to create human-oriented computing environments in which computer chips are embedded in everyday objects and interact with the physical world. With UPC, people can go online even while moving around, thus enjoying nearly permanent access to their preferred services. Though it holds the potential to revolutionize our lives, UPC also poses a number of new research challenges. The book gathers the proceedings of the 11th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2017), held on June 28–June 30, 2017 in Torino, Italy.

Mobile Networks and Management

Author : Seng W. Loke
Publisher : Springer Nature
ISBN 13 : 3030640027
Total Pages : 303 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Mobile Networks and Management by : Seng W. Loke

Download or read book Mobile Networks and Management written by Seng W. Loke and published by Springer Nature. This book was released on 2020-12-21 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 10th International Conference on Mobile Networks and Management, MONAMI 2020, held in Chiba, Japan, in November 2020. The conference was held virtually due to the COVID-19 pandemic.The 19 full papers were carefully reviewed and selected from 41 submissions. The papers are divided into groups of content as follows: Application of artificial intelligence for smart city; Advanced technology in edge computing; Recent advances in mobile communications and computing; Emerging technologies and applications in mobile networks and management.

Algorithms and Architectures for Parallel Processing

Author : Jaideep Vaidya
Publisher : Springer
ISBN 13 : 3030050548
Total Pages : 652 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Jaideep Vaidya

Download or read book Algorithms and Architectures for Parallel Processing written by Jaideep Vaidya and published by Springer. This book was released on 2018-12-07 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 11334-11337 constitutes the proceedings of the 18th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2018, held in Guangzhou, China, in November 2018. The 141 full and 50 short papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Distributed and Parallel Computing; High Performance Computing; Big Data and Information Processing; Internet of Things and Cloud Computing; and Security and Privacy in Computing.

Machine Learning for Future Wireless Communications

Author : Fa-Long Luo
Publisher : John Wiley & Sons
ISBN 13 : 1119562252
Total Pages : 490 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Machine Learning for Future Wireless Communications by : Fa-Long Luo

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.

Green Mobile Networks

Author : Nirwan Ansari
Publisher : John Wiley & Sons
ISBN 13 : 1119125103
Total Pages : 322 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Green Mobile Networks by : Nirwan Ansari

Download or read book Green Mobile Networks written by Nirwan Ansari and published by John Wiley & Sons. This book was released on 2017-05-30 with total page 322 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