Edge Computing Edge 2021
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Mobile Edge Computing
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Author : Yan Zhang
language : en
Publisher: Springer Nature
Release Date : 2021-10-01
Mobile Edge Computing written by Yan Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-01 with Computers categories.
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.
Edge Computing Edge 2021
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Author : Liang-Jie Zhang
language : en
Publisher: Springer Nature
Release Date : 2022-03-02
Edge Computing Edge 2021 written by Liang-Jie Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-02 with Computers categories.
This book constitutes the proceedings of the International Conference on Edge Computing, EDGE 2021, held virtually as part of SCF 2021, held as a Virtual Event, December 10–14, 2021. The 5 full and 2 short papers presented in this volume were carefully reviewed and selected from 18 submissions. The conference proceeding EDGE 2021 presents the latest fundamental advances in the state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing.
Edge Computing
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Author : K. Anitha Kumari
language : en
Publisher:
Release Date : 2024-10-07
Edge Computing written by K. Anitha Kumari and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-07 with Computers categories.
This reference text introduces concepts of edge computing and its integration with blockchain technology, cloud computing, and internet of things (IoT). It will serve as a useful text for senior undergraduate, graduate students and professionals in the fields of electrical engineering, electronics engineering, and computer science.
Mobile Edge Computing
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Author : Anwesha Mukherjee
language : en
Publisher: Springer Nature
Release Date : 2021-11-18
Mobile Edge Computing written by Anwesha Mukherjee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-18 with Computers categories.
Mobile Edge Computing (MEC) provides cloud-like subscription-oriented services at the edge of mobile network. 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. This book covers the fundamental concept of the MEC and its real-time applications. The book content is organized into three parts: Part A covers the architecture and working model of MEC, Part B focuses on the systems, platforms, services and issues of MEC, and Part C emphases on various applications of MEC. This book is targeted for graduate students, researchers, developers, and service providers interested in learning about the state-of-the-art in MEC technologies, innovative applications, and future research directions.
Edge Computing
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Author : Weisong Shi
language : en
Publisher: John Wiley & Sons
Release Date : 2025-06-17
Edge Computing written by Weisong Shi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Computers categories.
Understand the computing technology that will power a connected future The explosive growth of the Internet of Things (IoT) in recent years has revolutionized virtually every area of technology. It has also driven a drastically increased demand for computing power, as traditional cloud computing proved insufficient in terms of bandwidth, latency, and privacy. Edge computing, in which data is processed at the edge of the network, closer to where it's generated, has emerged as an alternative which meets the new data needs of an increasingly connected world. Edge Computing offers a thorough but accessible overview of this cutting-edge technology. Beginning with the fundamentals of edge computing, including its history, key characteristics, and use cases, it describes the architecture and infrastructure of edge computing and the hardware that enables it. The book also explores edge intelligence, where artificial intelligence is integrated into edge computing to enable smaller, faster, and more autonomous decision-making. The result is an essential tool for any researcher looking to understand this increasingly ubiquitous method for processing data. Edge Computing readers will also find: Real-world applications and case studies drawn from industries including healthcare and urban development Detailed discussion of topics including latency, security, privacy, and scalability A concluding summary of key findings and a look forward at an evolving computing landscape Edge Computing is ideal for students, professionals, and enthusiasts looking to understand one of technology's most exciting new paradigms.
Device Edge Cloud Continuum
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Author : Claudio Savaglio
language : en
Publisher: Springer Nature
Release Date : 2023-11-16
Device Edge Cloud Continuum written by Claudio Savaglio and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-16 with Technology & Engineering categories.
This book focuses on both theoretical and practical aspects of the “Device-Edge-Cloud continuum”, a development approach aimed at the seamless provision of next-generation cyber-physical services through the dynamic orchestration of heterogeneous computing resources, located at different distances to the user and featured by different peculiarities (high responsiveness, high computing power, etc.). The book specifically explores recent advances in paradigms, architectures, models, and applications for the “Device-Edge-Cloud continuum”, which raises many 'in-the-small' and 'in-the-large' issues involving device programming, system architectures and methods for the development of IoT ecosystem. In this direction, the contributions presented in the book propose original solutions and aim at relevant domains spanning from healthcare to industry, agriculture and transportation.
Edge Computing Architecture Architecture And Applications For Smart Cities
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Author : Yu Chen
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-12-19
Edge Computing Architecture Architecture And Applications For Smart Cities written by Yu Chen and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-19 with Computers categories.
Edge computing technology is the cornerstone of digital advancement as smarter cities and unified industries continue to rise. The book aims to provide a deep dive into state-of-the-art developments and practical uses of edge computing in the current technological scenario. The first part is focused on new architectures and presents a proposal for Autonomous and resilient Edge (AR-Edge) computing, which combines AI, Software-Defined Networks (SDN), and blockchain technologies to generate transparent networks in smart cities. It investigates how Edge Computing can augment AI applications with lower latency and computational costs. It also introduces a green computation paradigm for Internet of Medical Things (IoMT) devices that would optimize outcomes in critical areas such as robotic surgery or autonomous vehicles. The second section of the book looks at a range of application scenarios. Chapter 4 presents in-depth privacy and security features as well as real-time monitoring frameworks for the safety of smart homes using IoT to improve their facilities. Then, it examines the implications of 5G-based edge-cloud capabilities for industrial energy facilities to illustrate how they contribute toward efficiency and innovation in Industry 4.0. It also covers the strategic deployment models and dynamic pricing strategies in edge computing services, enabling system performance and economic benefits. In conclusion, it underscores the need for citizen engagement in smart cities. It opines for inclusive participation by sharing digital literacy and varied ways to build equitable solution-based urban development. The transformative power of edge computing comes from the experts who are making it happen. This book summarizes the state-of-the-art developments and future research challenges for researchers, practitioners, and policymakers on edge computing, along with major trends that need to be considered. Take a ride with us through the age of edge computing and look at all the different ways we could make our lives in cities better.
Edge Computing Acceleration
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Author : Patrick Hung
language : en
Publisher: John Wiley & Sons
Release Date : 2024-12-12
Edge Computing Acceleration written by Patrick Hung and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-12 with Technology & Engineering categories.
Discover the latest advances in computer architecture and software at the dawn of the 5G/6G era In Edge Computing Acceleration from 5G to 6G and Beyond, distinguished researchers Dr. Patrick Hung, Hongwei Kan, and Greg Knopf deliver a comprehensive overview of personal computer architecture and software design usage in the upcoming 5G decade. The authors begin by introducing key components and exploring different hardware acceleration architectures. They move on to discuss 5G data security and data integrity and offer a survey of network virtualization technologies, including accelerated virtualization technologies. The book analyzes 5G/6G system performance, investigating key design considerations and trade-offs and introducing high-level synthesis flow. It concludes with chapters exploring design verification and validation flow, illustrations of 5G applications based on artificial intelligence and other emerging technologies and offering highlights of emerging 6G research and roadmaps. Readers will enjoy the combination of accessible descriptions of new technologies presented side-by-side as a step-by-step guide to designing effective 5G systems. The book also includes: A thorough introduction to key 5G/6G components, including new wireless communication protocols, edge and fog computing, acceleration technologies, IoE architectures, software-designed networks, network function virtualization, and data security Explorations of various hardware acceleration architectures, like FPGA and GPU acceleration architectures Practical discussions of 5G/6G data security, data integrity, and a survey of network virtualization technologies In-depth treatments of 5G/6G system performance, key design considerations, high-level synthesis flow, design verification, and validation flow Perfect for undergraduate and graduate students in programs related to communications technology, engineering, and computer science, Edge Computing Acceleration from 5G to 6G and Beyond is a must-have resource for engineers, programmers, system architects, technical managers, communications business executives, telco operators, and government regulators who regularly interact with cutting-edge communications equipment.
Artificial Intelligence For Cloud And Edge Computing
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Author : Sanjay Misra
language : en
Publisher: Springer
Release Date : 2023-01-15
Artificial Intelligence For Cloud And Edge Computing written by Sanjay Misra and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-15 with Computers categories.
This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.
Programming With Tensorflow
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Author : Kolla Bhanu Prakash
language : en
Publisher: Springer Nature
Release Date : 2021-01-22
Programming With Tensorflow written by Kolla Bhanu Prakash and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-22 with Technology & Engineering categories.
This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for deep learning, Natural Language Processing (NLP), speech recognition, and general predictive analytics. The book provides a hands-on approach to TensorFlow fundamentals for a broad technical audience—from data scientists and engineers to students and researchers. The authors begin by working through some basic examples in TensorFlow before diving deeper into topics such as CNN, RNN, LSTM, and GNN. The book is written for those who want to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open source Python libraries. The authors demonstrate TensorFlow projects on Single Board Computers (SBCs).