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Smart Edge Computing

Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee

Author : Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee
Publisher : John Wiley & Sons
Page : 276 pages
File Size : 54,9 Mb
Release : 2024-02-21
Category : Computers
ISBN : 9781394277582

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Smart Edge Computing by Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee Pdf

This book pioneers the synergy between state-of-the-art edge computing technologies and the power of operations research. It comprehensively explores real-world applications, demonstrating how various operations' research techniques enhance edge computing’s efficiency, reliability and resource allocation. Innovative solutions for dynamic task scheduling, load balancing and data management, all tailored to the unique challenges of edge environments, are displayed. Starting with operation research methodologies with foundations, applications and research challenges in edge computing and an overview of digital education, this book continues with an exploration of applications in the health sector using IoT, intelligent payment procedures and performance measurement of edge computing, using edge computing and operation research. Smart or AI-based applications are also explored further on and the book ends with insight into ultralightweight and security protocols with solutions for IoT using blockchain.

5G IoT and Edge Computing for Smart Healthcare

Dr. Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi

Author : Dr. Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi
Publisher : Elsevier
Page : 324 pages
File Size : 50,8 Mb
Release : 2022-03-29
Category : Computers
ISBN : 9780323905480

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5G IoT and Edge Computing for Smart Healthcare by Dr. Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi Pdf

5G IoT and Edge Computing for Smart Healthcare addresses the importance of a 5G IoT and Edge-Cognitive-Computing-based system for the successful implementation and realization of a smart-healthcare system. The book provides insights on 5G technologies, along with intelligent processing algorithms/processors that have been adopted for processing the medical data that would assist in addressing the challenges in computer-aided diagnosis and clinical risk analysis on a real-time basis. Each chapter is self-sufficient, solving real-time problems through novel approaches that help the audience acquire the right knowledge. With the progressive development of medical and communication - computer technologies, the healthcare system has seen a tremendous opportunity to support the demand of today's new requirements. Focuses on the advancement of 5G in terms of its security and privacy aspects, which is very important in health care systems Address advancements in signal processing and, more specifically, the cognitive computing algorithm to make the system more real-time Gives insights into various information-processing models and the architecture of layers to realize a 5G based smart health care system

Edge Computing: A Primer

Jie Cao,Quan Zhang,Weisong Shi

Author : Jie Cao,Quan Zhang,Weisong Shi
Publisher : Springer
Page : 90 pages
File Size : 53,5 Mb
Release : 2018-11-01
Category : Computers
ISBN : 9783030020835

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Edge Computing: A Primer by Jie Cao,Quan Zhang,Weisong Shi Pdf

The success of the Internet of Things and rich cloud services have helped create the need for edge computing, in which data processing occurs in part at the network edge, rather than completely in the cloud. In Edge Computing: A Primer the vision and definition of Edge computing is introduced, as well as several key techniques that enable Edge computing. Then, four applications that benefit from Edge computing are presented as case studies, ranging from smart homes and public safety to medical services, followed by a discussion of several open challenges and opportunities in Edge computing. Finally, several key tools for edge computing such as virtualization and resource management are explained.

Edge AI

Xiaofei Wang,Yiwen Han,Victor C. M. Leung,Dusit Niyato,Xueqiang Yan,Xu Chen

Author : Xiaofei Wang,Yiwen Han,Victor C. M. Leung,Dusit Niyato,Xueqiang Yan,Xu Chen
Publisher : Springer Nature
Page : 156 pages
File Size : 54,9 Mb
Release : 2020-08-31
Category : Computers
ISBN : 9789811561863

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Edge AI by Xiaofei Wang,Yiwen Han,Victor C. M. Leung,Dusit Niyato,Xueqiang Yan,Xu Chen Pdf

As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.

Edge Computing

Fadi Al-Turjman

Author : Fadi Al-Turjman
Publisher : Springer
Page : 188 pages
File Size : 52,7 Mb
Release : 2018-11-09
Category : Technology & Engineering
ISBN : 9783319990613

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Edge Computing by Fadi Al-Turjman Pdf

In this book, contributors provide insights into the latest developments of Edge Computing/Mobile Edge Computing, specifically in terms of communication protocols and related applications and architectures. The book provides help to Edge service providers, Edge service consumers, and Edge service developers interested in getting the latest knowledge in the area. The book includes relevant Edge Computing topics such as applications; architecture; services; inter-operability; data analytics; deployment and service; resource management; simulation and modeling; and security and privacy. Targeted readers include those from varying disciplines who are interested in designing and deploying Edge Computing. Features the latest research related to Edge Computing, from a variety of perspectives; Tackles Edge Computing in academia and industry, featuring a variety of new and innovative operational ideas; Provides a strong foundation for researchers to advance further in the Edge Computing domain.

Mobile Edge Computing

Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya

Author : Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya
Publisher : Springer Nature
Page : 598 pages
File Size : 43,6 Mb
Release : 2021-11-18
Category : Computers
ISBN : 9783030698935

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Mobile Edge Computing by Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya Pdf

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

K. Anitha Kumari,G. Sudha Sadasivam,D. Dharani,M. Niranjanamurthy

Author : K. Anitha Kumari,G. Sudha Sadasivam,D. Dharani,M. Niranjanamurthy
Publisher : CRC Press
Page : 180 pages
File Size : 53,6 Mb
Release : 2021-11-22
Category : Computers
ISBN : 9781000483598

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Edge Computing by K. Anitha Kumari,G. Sudha Sadasivam,D. Dharani,M. Niranjanamurthy Pdf

This reference text presents the state-of-the-art in edge computing, its primitives, devices and simulators, applications, and healthcare-based case studies. The text provides integration of blockchain with edge computing systems and integration of edge with Internet of Things (IoT) and cloud computing. It will facilitate readers to setup edge-based environment and work with edge analytics. It covers important topics, including cluster computing, fog computing, networking architecture, edge computing simulators, edge analytics, privacy-preserving schemes, edge computing with blockchain, autonomous vehicles, and cross-domain authentication. Aimed at senior undergraduate, graduate students and professionals in the fields of electrical engineering, electronics engineering, computer science, and information technology, this text: Discusses edge data storage security with case studies and blockchain integration with the edge computing system Covers theoretical methods with the help of applications, use cases, case studies, and examples Provides healthcare real-time case studies elaborated by utilizing the virtues of homomorphic encryption Discusses real-time interfaces, devices, and simulators in detail

5G IoT and Edge Computing for Smart Healthcare

Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi

Author : Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi
Publisher : Academic Press
Page : 326 pages
File Size : 46,9 Mb
Release : 2022-03-29
Category : Technology & Engineering
ISBN : 9780323906647

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5G IoT and Edge Computing for Smart Healthcare by Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi Pdf

5G IoT and Edge Computing for Smart Healthcare addresses the importance of a 5G IoT and Edge-Cognitive-Computing-based system for the successful implementation and realization of a smart-healthcare system. The book provides insights on 5G technologies, along with intelligent processing algorithms/processors that have been adopted for processing the medical data that would assist in addressing the challenges in computer-aided diagnosis and clinical risk analysis on a real-time basis. Each chapter is self-sufficient, solving real-time problems through novel approaches that help the audience acquire the right knowledge. With the progressive development of medical and communication - computer technologies, the healthcare system has seen a tremendous opportunity to support the demand of today's new requirements. Focuses on the advancement of 5G in terms of its security and privacy aspects, which is very important in health care systems Address advancements in signal processing and, more specifically, the cognitive computing algorithm to make the system more real-time Gives insights into various information-processing models and the architecture of layers to realize a 5G based smart health care system

Edge Computing

Javid Taheri,Shuiguang Deng

Author : Javid Taheri,Shuiguang Deng
Publisher : IET
Page : 476 pages
File Size : 43,5 Mb
Release : 2020-07-06
Category : Computers
ISBN : 9781785619403

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Edge Computing by Javid Taheri,Shuiguang Deng Pdf

The book aims to focus only on the 'edge computing' paradigm - as opposed to other similar disciplines such as fog computing - due to its unique characteristics where heterogeneous devices can be equipped with decision-making processes and automation procedures to carry out applications (mostly) across widely geographically distributed areas. The book is sectioned into three parts (models, technologies and applications) to reflect complementary viewpoints and shed light onto various aspect of edge computing platforms. The first part (models) serves as an introductory section to differentiate edge computing from its fairly close/similar paradigms such as fog computing, multi-access edge computing and mobile cloud computing. It then highlights various theoretical models through which edge computing systems could be mathematically expressed and their relevant technological problems could be systematically solved or optimized. The second part (technologies) focuses on different technologies (virtualization, networking, orchestration, etc.) where edge computing systems could be realized. And finally, the third part (applications) focuses on various application domains (e.g., smart cities) where edge computing systems could, or already did, help in providing novel services beyond the reach of pure/typical cloud computing solutions.

Fog and Edge Computing

Rajkumar Buyya,Satish Narayana Srirama

Author : Rajkumar Buyya,Satish Narayana Srirama
Publisher : John Wiley & Sons
Page : 512 pages
File Size : 51,9 Mb
Release : 2019-01-30
Category : Technology & Engineering
ISBN : 9781119524984

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Fog and Edge Computing by Rajkumar Buyya,Satish Narayana Srirama Pdf

A comprehensive guide to Fog and Edge applications, architectures, and technologies Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture. Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource: Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing Examines methods to optimize virtualized, pooled, and shared resources Identifies potential technical challenges and offers suggestions for possible solutions Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management Includes access to a website portal for advanced online resources Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

Security and Risk Analysis for Intelligent Edge Computing

Gautam Srivastava,Uttam Ghosh,Jerry Chun-Wei Lin

Author : Gautam Srivastava,Uttam Ghosh,Jerry Chun-Wei Lin
Publisher : Springer Nature
Page : 246 pages
File Size : 43,6 Mb
Release : 2023-06-24
Category : Computers
ISBN : 9783031281501

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Security and Risk Analysis for Intelligent Edge Computing by Gautam Srivastava,Uttam Ghosh,Jerry Chun-Wei Lin Pdf

This book offers the latest research results in security and privacy for Intelligent Edge Computing Systems. It presents state-of-the art content and provides an in-depth overview of the basic background in this related field. Practical areas in both security and risk analysis are addressed as well as connections directly linked to Edge Computing paradigms. This book also offers an excellent foundation on the fundamental concepts and principles of security, privacy and risk analysis in Edge Computation infrastructures. It guides the reader through the core ideas with relevant ease. Edge Computing has burst onto the computational scene offering key technologies for allowing more flexibility at the edge of networks. As Edge Computing has evolved as well as the need for more in-depth solutions in security, privacy and risk analysis at the edge. This book includes various case studies and applications on Edge Computing. It includes the Internet of Things related areas, such as smart cities, blockchain, mobile networks, federated learning, cryptography and cybersecurity. This book is one of the first reference books covering security and risk analysis in Edge Computing Systems. Researchers and advanced-level students studying or working in Edge Computing and related security fields will find this book useful as a reference. Decision makers, managers and professionals working within these fields will want to purchase this book as well.

Smart Edge Computing

Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee

Author : Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee
Publisher : John Wiley & Sons
Page : 276 pages
File Size : 40,7 Mb
Release : 2024-04-02
Category : Computers
ISBN : 9781786308634

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Smart Edge Computing by Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee Pdf

This book pioneers the synergy between state-of-the-art edge computing technologies and the power of operations research. It comprehensively explores real-world applications, demonstrating how various operations' research techniques enhance edge computing’s efficiency, reliability and resource allocation. Innovative solutions for dynamic task scheduling, load balancing and data management, all tailored to the unique challenges of edge environments, are displayed. Starting with operation research methodologies with foundations, applications and research challenges in edge computing and an overview of digital education, this book continues with an exploration of applications in the health sector using IoT, intelligent payment procedures and performance measurement of edge computing, using edge computing and operation research. Smart or AI-based applications are also explored further on and the book ends with insight into ultralightweight and security protocols with solutions for IoT using blockchain.

Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications

Deepak Gupta,Aditya Khamparia

Author : Deepak Gupta,Aditya Khamparia
Publisher : John Wiley & Sons
Page : 464 pages
File Size : 40,6 Mb
Release : 2021-01-07
Category : Technology & Engineering
ISBN : 9781119670070

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Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications by Deepak Gupta,Aditya Khamparia Pdf

A practical guide to the design, implementation, evaluation, and deployment of emerging technologies for intelligent IoT applications With the rapid development in artificially intelligent and hybrid technologies, IoT, edge, fog-driven, and pervasive computing techniques are becoming important parts of our daily lives. This book focuses on recent advances, roles, and benefits of these technologies, describing the latest intelligent systems from a practical point of view. Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications is also valuable for engineers and professionals trying to solve practical, economic, or technical problems. With a uniquely practical approach spanning multiple fields of interest, contributors cover theory, applications, and design methodologies for intelligent systems. These technologies are rapidly transforming engineering, industry, and agriculture by enabling real-time processing of data via computational, resource-oriented metaheuristics and machine learning algorithms. As edge/fog computing and associated technologies are implemented far and wide, we are now able to solve previously intractable problems. With chapters contributed by experts in the field, this book: Describes Machine Learning frameworks and algorithms for edge, fog, and pervasive computing Considers probabilistic storage systems and proven optimization techniques for intelligent IoT Covers 5G edge network slicing and virtual network systems that utilize new networking capacity Explores resource provisioning and bandwidth allocation for edge, fog, and pervasive mobile applications Presents emerging applications of intelligent IoT, including smart farming, factory automation, marketing automation, medical diagnosis, and more Researchers, graduate students, and practitioners working in the intelligent systems domain will appreciate this book’s practical orientation and comprehensive coverage. Intelligent IoT is revolutionizing every industry and field today, and Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications provides the background, orientation, and inspiration needed to begin.

Social, Legal, and Ethical Implications of IoT, Cloud, and Edge Computing Technologies

Cornetta, Gianluca,Touhafi, Abdellah,Muntean, Gabriel-Miro

Author : Cornetta, Gianluca,Touhafi, Abdellah,Muntean, Gabriel-Miro
Publisher : IGI Global
Page : 333 pages
File Size : 51,9 Mb
Release : 2020-06-26
Category : Computers
ISBN : 9781799838180

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Social, Legal, and Ethical Implications of IoT, Cloud, and Edge Computing Technologies by Cornetta, Gianluca,Touhafi, Abdellah,Muntean, Gabriel-Miro Pdf

The adoption of cloud and IoT technologies in both the industrial and academic communities has enabled the discovery of numerous applications and ignited countless new research opportunities. With numerous professional markets benefiting from these advancements, it is easy to forget the non-technical issues that accompany technologies like these. Despite the advantages that these systems bring, significant ethical questions and regulatory issues have become prominent areas of discussion. Social, Legal, and Ethical Implications of IoT, Cloud, and Edge Computing Technologies is a pivotal reference source that provides vital research on the non-technical repercussions of IoT technology adoption. While highlighting topics such as smart cities, environmental monitoring, and data privacy, this publication explores the regulatory and ethical risks that stem from computing technologies. This book is ideally designed for researchers, engineers, practitioners, students, academicians, developers, policymakers, scientists, and educators seeking current research on the sociological impact of cloud and IoT technologies.

Applied Edge AI

Pethuru Raj,G. Nagarajan,R.I. Minu

Author : Pethuru Raj,G. Nagarajan,R.I. Minu
Publisher : CRC Press
Page : 334 pages
File Size : 46,6 Mb
Release : 2022-04-06
Category : Computers
ISBN : 9781000552690

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Applied Edge AI by Pethuru Raj,G. Nagarajan,R.I. Minu Pdf

The strategically sound combination of edge computing and artificial intelligence (AI) results in a series of distinct innovations and disruptions enabling worldwide enterprises to visualize and realize next-generation software products, solutions and services. Businesses, individuals, and innovators are all set to embrace and experience the sophisticated capabilities of Edge AI. With the faster maturity and stability of Edge AI technologies and tools, the world is destined to have a dazzling array of edge-native, people-centric, event-driven, real-time, service-oriented, process-aware, and insights-filled services. Further on, business workloads and IT services will become competent and cognitive with state-of-the-art Edge AI infrastructure modules, AI algorithms and models, enabling frameworks, integrated platforms, accelerators, high-performance processors, etc. The Edge AI paradigm will help enterprises evolve into real-time and intelligent digital organizations. Applied Edge AI: Concepts, Platforms, and Industry Use Cases focuses on the technologies, processes, systems, and applications that are driving this evolution. It examines the implementation technologies; the products, processes, platforms, patterns, and practices; and use cases. AI-enabled chips are exclusively used in edge devices to accelerate intelligent processing at the edge. This book examines AI toolkits and platforms for facilitating edge intelligence. It also covers chips, algorithms, and tools to implement Edge AI, as well as use cases. FEATURES The opportunities and benefits of intelligent edge computing Edge architecture and infrastructure AI-enhanced analytics in an edge environment Encryption for securing information An Edge AI system programmed with Tiny Machine learning algorithms for decision making An improved edge paradigm for addressing the big data movement in IoT implementations by integrating AI and caching to the edge Ambient intelligence in healthcare services and in development of consumer electronic systems Smart manufacturing of unmanned aerial vehicles (UAVs) AI, edge computing, and blockchain in systems for environmental protection Case studies presenting the potential of leveraging AI in 5G wireless communication

Smart Edge Computing

Smart Edge Computing by Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee Pdf

5G IoT and Edge Computing for Smart Healthcare by Dr. Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi Pdf

Edge Computing: A Primer by Jie Cao,Quan Zhang,Weisong Shi Pdf

Edge AI by Xiaofei Wang,Yiwen Han,Victor C. M. Leung,Dusit Niyato,Xueqiang Yan,Xu Chen Pdf

Edge Computing by Fadi Al-Turjman Pdf

Mobile Edge Computing by Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya Pdf

Edge Computing by K. Anitha Kumari,G. Sudha Sadasivam,D. Dharani,M. Niranjanamurthy Pdf

5G IoT and Edge Computing for Smart Healthcare by Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi Pdf

Edge Computing by Javid Taheri,Shuiguang Deng Pdf

Fog and Edge Computing by Rajkumar Buyya,Satish Narayana Srirama Pdf

Security and Risk Analysis for Intelligent Edge Computing by Gautam Srivastava,Uttam Ghosh,Jerry Chun-Wei Lin Pdf

Smart Edge Computing by Rajdeep Chakraborty,Anupam Ghosh,Jyotsna Kumar Mandal,Tanupriya Choudhury,Prasenjit Chatterjee Pdf

Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications by Deepak Gupta,Aditya Khamparia Pdf

Social, Legal, and Ethical Implications of IoT, Cloud, and Edge Computing Technologies by Cornetta, Gianluca,Touhafi, Abdellah,Muntean, Gabriel-Miro Pdf

Applied Edge AI by Pethuru Raj,G. Nagarajan,R.I. Minu Pdf

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