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Energy Efficient Computation Offloading in Mobile Edge Computing, Chen


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Автор: Chen
Название:  Energy Efficient Computation Offloading in Mobile Edge Computing
ISBN: 9783031168215
Издательство: Springer
Классификация:


ISBN-10: 3031168216
Обложка/Формат: Hardback
Страницы: 156
Вес: 0.43 кг.
Дата издания: 14.11.2022
Серия: Wireless Networks
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 38 illustrations, black and white; xiv, 156 p. 38 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides a comprehensive review and in-depth discussion of the state-of-the-art research literature and propose energy-efficient computation offloading and resources management for mobile edge computing (MEC), covering task offloading, channel allocation, frequency scaling and resource scheduling. Since the task arrival process and channel conditions are stochastic and dynamic, the authors first propose an energy efficient dynamic computing offloading scheme to minimize energy consumption and guarantee end devices’ delay performance. To further improve energy efficiency combined with tail energy, the authors present a computation offloading and frequency scaling scheme to jointly deal with the stochastic task allocation and CPU-cycle frequency scaling for minimal energy consumption while guaranteeing the system stability. They also investigate delay-aware and energy-efficient computation offloading in a dynamic MEC system with multiple edge servers, and introduce an end-to-end deep reinforcement learning (DRL) approach to select the best edge server for offloading and allocate the optimal computational resource such that the expected long-term utility is maximized. Finally, the authors study the multi-task computation offloading in multi-access MEC via non-orthogonal multiple access (NOMA) and accounting for the time-varying channel conditions. An online algorithm based on DRL is proposed to efficiently learn the near-optimal offloading solutions. Researchers working in mobile edge computing, task offloading and resource management, as well as advanced level students in electrical and computer engineering, telecommunications, computer science or other related disciplines will find this book useful as a reference. Professionals working within these related fields will also benefit from this book.
Дополнительное описание: Introduction.- 1.1 Background.- 1.1.1 Mobile Cloud Computing.- 1.1.2 Mobile Edge Computing.- 1.1.3 Computation Offloading.- 1.2 Challenges.- 1.3 Contributions.- 1.4 Book Outline.- References.- 2 Dynamic Computation Offloading for Energy Efficiency in Mobi



Wireless Networks and Mobile Computing

Автор: Sinha
Название: Wireless Networks and Mobile Computing
ISBN: 1482227932 ISBN-13(EAN): 9781482227932
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание:

Wireless communication is one of the fastest growing industry segments today. Many types of wireless networks are now being used for applications such as personal communication, entertainment, rural and urban healthcare, smart home building, inventory control, and surveillance. This book introduces the basic concepts of wireless networks and mobile computing to give engineering students at the undergraduate/graduate level a solid background in the field. It also looks at the latest research and challenging problems in the field to serve as a reference for advanced-level researchers.

Wireless Networks and Mobile Computing begins with an introduction to the different types of wireless networks, including Wi-Fi, ZigBee, cellular mobile, ad hoc, cognitive radio, wireless mesh, and wireless sensor. Subsequent chapters address more advanced topics such as:

  • Mobility, bandwidth, and node location management issues in mobile networks
  • Message communication techniques and protocols in ad hoc networks
  • Recent research and future direction of wireless local area networks (WLANs)
  • Deployment of sensor nodes in wireless sensor networks (WSNs)
  • Energy-efficient communication in wireless networks
  • Security aspects of wireless communication

The book includes exercises at the end of every chapter to help give students a better insight into the topics presented. It includes a number of advanced-level exercises, which are research problems that may be taken up by researchers in the respective areas. This book provides a valuable reference for classroom study/teaching as well as for technology development and research in the relevant areas.

Reversible Computation: Extending Horizons of Computing: Selected Results of the Cost Action Ic1405

Автор: Ulidowski Irek, Lanese Ivan, Schultz Ulrik Pagh
Название: Reversible Computation: Extending Horizons of Computing: Selected Results of the Cost Action Ic1405
ISBN: 3030473600 ISBN-13(EAN): 9783030473600
Издательство: Springer
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Цена: 5589.00 р.
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Описание:

Foundations of Reversible Computation.- Software and Reversible Systems: A Survey of Recent Activities.- Simulation and Design of Quantum Circuits.- Research on Reversible Functions Having Component Functions with Specified Properties - An Overview.- A Case Study for Reversible Computing: Reversible Debugging.- Towards Choreographic-Based Monitoring.- Reversibility in Chemical Reactions.- Reversible Control of Robots.- Reversible Languages and Incremental State Saving in Optimistic Parallel Discrete Event Simulation.- Reversible Computation in Wireless Communications.- Error Reconciliation in Quantum Key Distribution Protocols.

Mobile Edge Computing

Автор: Zhang Yan
Название: Mobile Edge Computing
ISBN: 3030839435 ISBN-13(EAN): 9783030839437
Издательство: Springer
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Цена: 4191.00 р.
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Описание: 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.

Radio Resource Management for Mobile Traffic Offloading in Heterogeneous Cellular Networks

Автор: Yuan Wu; Li Ping Qian; Jianwei Huang; Xuemin (Sher
Название: Radio Resource Management for Mobile Traffic Offloading in Heterogeneous Cellular Networks
ISBN: 3319510363 ISBN-13(EAN): 9783319510361
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Both examples illustrate the importance of proper resource allocation to the success of traffic offloading, show the consequent performance advantages of executing optimal resource allocation, and present the methodologies to achieve the corresponding optimal offloading solution for traffic offloading in heterogeneous cellular networks.

Green computing in network security

Название: Green computing in network security
ISBN: 0367562928 ISBN-13(EAN): 9780367562922
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This book focuses on green computing-based network security techniques and addresses the challenges involved in practical implementation. It also explores the idea of energy-efficient computing for network and data security and covers the security threats involved in social networks, data centers, IoT, and biomedical applications.

Sustainable and Energy Efficient Computing Paradigms for Society

Автор: Ahad Mohd Abdul, Paiva Sara, Zafar Sherin
Название: Sustainable and Energy Efficient Computing Paradigms for Society
ISBN: 3030510727 ISBN-13(EAN): 9783030510725
Издательство: Springer
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides insights into recent trends and innovation of technologies aiming to provide sustainable and energy efficient computing. The authors discuss approaches to provide solutions to real life societal issues and problems using sustainable and energy efficient computing approaches.

Sustainable and Energy Efficient Computing Paradigms for Society

Автор: Ahad Mohd Abdul, Paiva Sara, Zafar Sherin
Название: Sustainable and Energy Efficient Computing Paradigms for Society
ISBN: 3030510697 ISBN-13(EAN): 9783030510695
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides insights into recent trends and innovation of technologies aiming to provide sustainable and energy efficient computing. The authors discuss approaches to provide solutions to real life societal issues and problems using sustainable and energy efficient computing approaches.

Mobile Ad Hoc Networks

Автор: Bulent Tavli; Wendi Heinzelman
Название: Mobile Ad Hoc Networks
ISBN: 904817158X ISBN-13(EAN): 9789048171583
Издательство: Springer
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Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents the Time Reservation using Adaptive Control for Energy Efficiency (TRACE) family of protocol architectures that provide such dynamic coordinated channel access in a distributed manner, enabling energy-efficient, real-time data communications in MANETs.

The Regularized Fast Hartley Transform: Low-Complexity Parallel Computation of the Fht in One and Multiple Dimensions

Автор: Jones Keith John
Название: The Regularized Fast Hartley Transform: Low-Complexity Parallel Computation of the Fht in One and Multiple Dimensions
ISBN: 3030682447 ISBN-13(EAN): 9783030682446
Издательство: Springer
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Цена: 16070.00 р.
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Описание: This book describes how a key signal/image processing algorithm - that of the fast Hartley transform (FHT) or, via a simple conversion routine between their outputs, of the real-data version of the ubiquitous fast Fourier transform (FFT) - might best be formulated to facilitate computationally-efficient solutions.

Mobile Edge Computing

Автор: Mukherjee Anwesha, de Debashis, Ghosh Soumya K.
Название: Mobile Edge Computing
ISBN: 3030698920 ISBN-13(EAN): 9783030698928
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Поставка под заказ.

Описание: For low latency and high bandwidth services, edge computing assisted IoT (Internet of Things) has become the pillar for the development of smart environments and their applications such as smart home, smart health, smart traffic management, smart agriculture, and smart city.

Energy Conservation Solutions for Fog-Edge Computing Paradigms

Автор: Tiwari Rajeev, Mittal Mamta, Goyal Lalit Mohan
Название: Energy Conservation Solutions for Fog-Edge Computing Paradigms
ISBN: 9811634505 ISBN-13(EAN): 9789811634505
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book focuses on energy efficiency concerns in fog–edge computing and the requirements related to Industry 4.0 and next-generation networks like 5G and 6G. This book guides the research community about practical approaches, methodological, and moral questions in any nations’ journey to conserve energy in fog–edge computing environments. It discusses a detailed approach required to conserve energy and comparative case studies with respect to various performance evaluation metrics, such as energy conservation, resource allocation strategies, task allocation strategies, VM migration, and load-sharing strategies with state-of-the-art approaches, with fog and edge networks.

Service Level Management in Cloud Computing

Автор: Melanie Holloway
Название: Service Level Management in Cloud Computing
ISBN: 3658215216 ISBN-13(EAN): 9783658215217
Издательство: Springer
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Цена: 6986.00 р.
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Описание: Melanie Holloway explores a cloud broker offering service level agreement negotiation and monitoring as a service to consumers.


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