Edge Computing And Capability Oriented Architecture

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Edge Computing and Capability-Oriented Architecture

Author : Haishi Bai
Publisher : CRC Press
ISBN 13 : 1000416925
Total Pages : 177 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Edge Computing and Capability-Oriented Architecture by : Haishi Bai

Download or read book Edge Computing and Capability-Oriented Architecture written by Haishi Bai and published by CRC Press. This book was released on 2021-08-15 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fueled by ubiquitous computing ambitions, the edge is at the center of confluence of many emergent technological trends such as hardware-rooted trust and code integrity, 5G, data privacy and sovereignty, blockchains and distributed ledgers, ubiquitous sensors and drones, autonomous systems and real-time stream processing. Hardware and software pattern maturity have reached a tipping point so that scenarios like smart homes, smart factories, smart buildings, smart cities, smart grids, smart cars, smart highways are in reach of becoming a reality. While there is a great desire to bring born-in-the-cloud patterns and technologies such as zero-downtime software and hardware updates/upgrades to the edge, developers and operators alike face a unique set of challenges due to environmental differences such as resource constraints, network availability and heterogeneity of the environment. The first part of the book discusses various edge computing patterns which the authors have observed, and the reasons why these observations have led them to believe that there is a need for a new architectural paradigm for the new problem domain. Edge computing is examined from the app designer and architect’s perspectives. When they design for edge computing, they need a new design language that can help them to express how capabilities are discovered, delivered and consumed, and how to leverage these capabilities regardless of location and network connectivity. Capability-Oriented Architecture is designed to provide a framework for all of these. This book is for everyone who is interested in understanding what ubiquitous and edge computing means, why it is growing in importance and its opportunities to you as a technologist or decision maker. The book covers the broad spectrum of edge environments, their challenges and how you can address them as a developer or an operator. The book concludes with an introduction to a new architectural paradigm called capability-based architecture, which takes into consideration the capabilities provided by an edge environment. .

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.

Edge Computing

Author : K. Anitha Kumari
Publisher : CRC Press
ISBN 13 : 1000483592
Total Pages : 180 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Edge Computing by : K. Anitha Kumari

Download or read book Edge Computing written by K. Anitha Kumari and published by CRC Press. This book was released on 2021-11-22 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Edge Computing

Author : Ajit Singh
Publisher : Ajit Singh
ISBN 13 :
Total Pages : 124 pages
Book Rating : 4./5 ( download)

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Book Synopsis Edge Computing by : Ajit Singh

Download or read book Edge Computing written by Ajit Singh and published by Ajit Singh. This book was released on 2024-04-15 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features Edge Computing with respect to Mobile, IoT and IIoT technologies from evolution, architecture, implementation and standard role of IoT. All aspects have been covered with in-depth real-life and practical use cases from industry. This book covers the curriculum of the Edge Computing course at prominent global Universities / Institutions.

Edge Computing

Author : Fadi Al-Turjman
Publisher : Springer
ISBN 13 : 3319990616
Total Pages : 188 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Edge Computing by : Fadi Al-Turjman

Download or read book Edge Computing written by Fadi Al-Turjman and published by Springer. This book was released on 2018-11-09 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Fog/Edge Computing For Security, Privacy, and Applications

Author : Wei Chang
Publisher : Springer Nature
ISBN 13 : 3030573281
Total Pages : 417 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Fog/Edge Computing For Security, Privacy, and Applications by : Wei Chang

Download or read book Fog/Edge Computing For Security, Privacy, and Applications written by Wei Chang and published by Springer Nature. This book was released on 2021-01-04 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the state-of-the-art development on security and privacy for fog/edge computing, together with their system architectural support and applications. This book is organized into five parts with a total of 15 chapters. Each area corresponds to an important snapshot. The first part of this book presents an overview of fog/edge computing, focusing on its relationship with cloud technology and the future with the use of 5G communication. Several applications of edge computing are discussed. The second part of this book considers several security issues in fog/edge computing, including the secure storage and search services, collaborative intrusion detection method on IoT-fog computing, and the feasibility of deploying Byzantine agreement protocols in untrusted environments. The third part of this book studies the privacy issues in fog/edge computing. It first investigates the unique privacy challenges in fog/edge computing, and then discusses a privacy-preserving framework for the edge-based video analysis, a popular machine learning application on fog/edge. This book also covers the security architectural design of fog/edge computing, including a comprehensive overview of vulnerabilities in fog/edge computing within multiple architectural levels, the security and intelligent management, the implementation of network-function-virtualization-enabled multicasting in part four. It explains how to use the blockchain to realize security services. The last part of this book surveys applications of fog/edge computing, including the fog/edge computing in Industrial IoT, edge-based augmented reality, data streaming in fog/edge computing, and the blockchain-based application for edge-IoT. This book is designed for academics, researchers and government officials, working in the field of fog/edge computing and cloud computing. Practitioners, and business organizations (e.g., executives, system designers, and marketing professionals), who conduct teaching, research, decision making, and designing fog/edge technology will also benefit from this book The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, and information systems, but also applies to students in business, education, and economics, who would benefit from the information, models, and case studies therein.

Edge Computing Systems with Kubernetes

Author : Sergio Méndez
Publisher : Packt Publishing Ltd
ISBN 13 : 1800566980
Total Pages : 458 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Edge Computing Systems with Kubernetes by : Sergio Méndez

Download or read book Edge Computing Systems with Kubernetes written by Sergio Méndez and published by Packt Publishing Ltd. This book was released on 2022-10-14 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand how to use K3s and k3OS for different use cases and discover best practices for building an edge computing system Key FeaturesA guide to implementing an edge computing environmentReduce latency and costs for real-time applications running at the edgeFind stable and relevant cloud native open source software to complement your edge environmentsBook Description Edge computing is a way of processing information near the source of data instead of processing it on data centers in the cloud. In this way, edge computing can reduce latency when data is processed, improving the user experience on real-time data visualization for your applications. Using K3s, a light-weight Kubernetes and k3OS, a K3s-based Linux distribution along with other open source cloud native technologies, you can build reliable edge computing systems without spending a lot of money. In this book, you will learn how to design edge computing systems with containers and edge devices using sensors, GPS modules, WiFi, LoRa communication and so on. You will also get to grips with different use cases and examples covered in this book, how to solve common use cases for edge computing such as updating your applications using GitOps, reading data from sensors and storing it on SQL and NoSQL databases. Later chapters will show you how to connect hardware to your edge clusters, predict using machine learning, and analyze images with computer vision. All the examples and use cases in this book are designed to run on devices using 64-bit ARM processors, using Raspberry Pi devices as an example. By the end of this book, you will be able to use the content of these chapters as small pieces to create your own edge computing system. What you will learnConfigure k3OS and K3s for development and production scenariosPackage applications into K3s for shipped-node scenariosDeploy in occasionally connected scenarios, from one node to one million nodesManage GitOps for applications across different locationsUse open source cloud native software to complement your edge computing systemsImplement observability event-driven and serverless edge applicationsCollect and process data from sensors at the edge and visualize it into the cloudWho this book is for This book is for engineers (developers and/or operators) seeking to bring the cloud native benefits of GitOps and Kubernetes to the edge. Anyone with basic knowledge of Linux and containers looking to learn Kubernetes using examples applied to edge computing and hardware systems will benefit from this book.

Edge Computing Simply In Depth

Author : Ajit Singh
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.6/5 (1 download)

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Book Synopsis Edge Computing Simply In Depth by : Ajit Singh

Download or read book Edge Computing Simply In Depth written by Ajit Singh and published by . This book was released on 2020-02-06 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edge Computing Simply In Depth 2nd Edition ● This book facilitates and features the Edge Computing with respect to Mobile, IoT and IIoT technologies. I tried to cover from it's evolution, architecture, implementation and standard role of IoT. All the things are covered along with in depth industry's real-life and practical use cases. ● This book is also aimed to the curriculum of the Edge Computing of prominent Universities / Institutions across the World. ● The IoT edge computing is significantly different from non-IoT edge computing, with distinct demands and considerations. The IoT devices typically have limited data processing and storage capabilities, so substantial data processing needs to occur off the device, with the edge offering an environment to undertake this processing and manage large volumes of IoT devices and data. This in turn can reduce device cost, as many functions can be off-loaded to the edge. The location of the edge itself has various possibilities and will differ according to the use case. For example, the edge for IoT could reside at an operator's local or regional data centre, at a base station or at a dedicated server on the customer's premises. The IoT market analysts expect the edge to play a significant role in supporting IoT implementations going forward, as it creates efficiencies and scale in networks that makes IoT deployments more self-sustaining. ● The IDC (International Data Corporation) estimate that that by 2022, IT spending on edge infrastructure will reach up to 18 percent of the total spend on IoT infrastructure. Mobile operators have the demonstrable capability to manage infrastructure, data and applications for IoT services, and are well placed to continue this with edge for IoT. Featured With: ■ EDGE FRAMEWORK DESIGN ■ EDGE ARCHITECTURE ■ MOBILE EDGE COMPUTING ■ EDGE COMPUTING IN IOT & IIOT ■ EDGE COMPUTING AND 5G

Cases on Edge Computing and Analytics

Author : Ambika, Paranthaman
Publisher : IGI Global
ISBN 13 : 1799848744
Total Pages : 327 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cases on Edge Computing and Analytics by : Ambika, Paranthaman

Download or read book Cases on Edge Computing and Analytics written by Ambika, Paranthaman and published by IGI Global. This book was released on 2021-01-08 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edge computing and analytics are fascinating the whole world of computing. Industry and business are keenly embracing this sound concept to develop customer-centric solutions by enhancing their operations, offerings, and outputs. There is a bevy of advancements in this domain that came with the arrival of IoT devices. The seamless convergence of microservices and serverless computing creates vast opportunities. With the help of IoT devices and these other developments, there has become a deep interest in business automation and additional improvisations in edge computing. With the steady growth of edge devices and applications of IoT fog/edge computing and analytics, there are also distinct challenges and threats. Research has been keenly focused on identifying and understanding these issues and shortcomings to bring viable solution approaches and algorithms. Cases on Edge Computing and Analytics describes the latest innovations, improvements, and transformations happening with edge devices and computing. It addresses the key concerns of the edge computing paradigm, how they are processed, and the various technologies and tools empowering edge computing and analytics. While highlighting topics within edge computing such as the key drivers for implementation, computing capabilities, security considerations, and use-cases, this book is ideal for IT industry professionals and project managers, computer scientists, computer engineers, and practitioners, stakeholders, researchers, academicians, and students looking for research on the latest trends and transitions in edge computing.

IoT and Edge Computing for Architects

Author : Perry Lea
Publisher : Packt Publishing Ltd
ISBN 13 : 1839218878
Total Pages : 633 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis IoT and Edge Computing for Architects by : Perry Lea

Download or read book IoT and Edge Computing for Architects written by Perry Lea and published by Packt Publishing Ltd. This book was released on 2020-03-06 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to design, implement, and secure your IoT infrastructure. Revised and expanded for edge computing. Key FeaturesBuild a complete IoT system that's the best fit for your organizationLearn about different concepts, tech, and trade-offs in the IoT architectural stackUnderstand the theory and implementation of each element that comprises IoT designBook Description Industries are embracing IoT technologies to improve operational expenses, product life, and people's well-being. An architectural guide is needed if you want to traverse the spectrum of technologies needed to build a successful IoT system, whether that's a single device or millions of IoT devices. IoT and Edge Computing for Architects, Second Edition encompasses the entire spectrum of IoT solutions, from IoT sensors to the cloud. It examines modern sensor systems, focusing on their power and functionality. It also looks at communication theory, paying close attention to near-range PAN, including the new Bluetooth® 5.0 specification and mesh networks. Then, the book explores IP-based communication in LAN and WAN, including 802.11ah, 5G LTE cellular, Sigfox, and LoRaWAN. It also explains edge computing, routing and gateways, and their role in fog computing, as well as the messaging protocols of MQTT 5.0 and CoAP. With the data now in internet form, you'll get an understanding of cloud and fog architectures, including the OpenFog standards. The book wraps up the analytics portion with the application of statistical analysis, complex event processing, and deep learning models. The book then concludes by providing a holistic view of IoT security, cryptography, and shell security in addition to software-defined perimeters and blockchains. What you will learnUnderstand the role and scope of architecting a successful IoT deploymentScan the landscape of IoT technologies, from sensors to the cloud and moreSee the trade-offs in choices of protocols and communications in IoT deploymentsBecome familiar with the terminology needed to work in the IoT spaceBroaden your skills in the multiple engineering domains necessary for the IoT architectImplement best practices to ensure reliability, scalability, and security in your IoT infrastructureWho this book is for This book is for architects, system designers, technologists, and technology managers who want to understand the IoT ecosphere, technologies, and trade-offs, and develop a 50,000-foot view of IoT architecture. An understanding of the architectural side of IoT is necessary.

Edge Computing

Author : Javid Taheri
Publisher : IET
ISBN 13 : 1785619403
Total Pages : 476 pages
Book Rating : 4.7/5 (856 download)

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Book Synopsis Edge Computing by : Javid Taheri

Download or read book Edge Computing written by Javid Taheri and published by IET. This book was released on 2020-07-06 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Beyond Edge Computing

Author : Ana Juan Ferrer
Publisher : Springer Nature
ISBN 13 : 3031233441
Total Pages : 197 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Beyond Edge Computing by : Ana Juan Ferrer

Download or read book Beyond Edge Computing written by Ana Juan Ferrer and published by Springer Nature. This book was released on 2023-03-22 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the most recent Edge and Distributed Cloud computing research and industrial advances, settling the basis for Advanced Swarm Computing developments. It features the Swarm computing concepts and realizes it as an Ad-hoc Edge Cloud architecture. Unlike current techniques in Edge and Cloud computing that solely view IoT connected devices as sources of data, Swarm computing aims at using the compute capabilities of IoT connected devices in coordination with current Edge and Cloud computing innovations. In addition to being more widely available, IoT-connected devices are also quickly becoming more sophisticated in terms of their ability to carry considerable compute and storage resources. Swarm computing and Ad-hoc Edge Cloud take full advantage of this trend to create on-demand, autonomic and decentralized self-managed computing infrastructures. Focusing on cognitive resource and service management, the book examines the specific research challenges of the Swarm computing approach, related to the characteristics of IoT connected devices that form the infrastructure. It also offers academics and practitioners insights for future research in the fields of Edge and Swarm computing.

5G Edge Computing

Author : Xiao Ma
Publisher : Springer Nature
ISBN 13 : 9819702135
Total Pages : 209 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis 5G Edge Computing by : Xiao Ma

Download or read book 5G Edge Computing written by Xiao Ma and published by Springer Nature. This book was released on with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advancing Consumer-Centric Fog Computing Architectures

Author : Munir, Kashif
Publisher : IGI Global
ISBN 13 : 1522571507
Total Pages : 217 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advancing Consumer-Centric Fog Computing Architectures by : Munir, Kashif

Download or read book Advancing Consumer-Centric Fog Computing Architectures written by Munir, Kashif and published by IGI Global. This book was released on 2018-12-07 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to a rapidly growing number of devices and communications, cloud computing has begun to fall behind on its ability to adequately process today’s technology. Additionally, companies have begun to look for solutions that would help reduce their infrastructure costs and improve profitability. Fog computing, a paradigm that extends cloud computing and services to the edge of the network, has presented itself as a viable solution and cost-saving method. However, before businesses can implement this new method, concerns regarding its security, privacy, availability, and data protection must be addressed. Advancing Consumer-Centric Fog Computing Architectures is a collection of innovative research on the methods and applications of fog computing in technological, business, and organizational dimensions. Thoroughly examining fog computing with respect to issues of management, trust and privacy, governance, and interoperability, this publication highlights a range of topics including access control mechanism, data confidentiality, and service-oriented architecture. This book is ideally designed for academicians, researchers, software developers, IT professionals, policymakers, technology designers, graduate-level students, managers, and business owners.

Service-Oriented and Cloud Computing

Author : Flavio De Paoli
Publisher : Springer
ISBN 13 : 3319672622
Total Pages : 239 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Service-Oriented and Cloud Computing by : Flavio De Paoli

Download or read book Service-Oriented and Cloud Computing written by Flavio De Paoli and published by Springer. This book was released on 2017-09-18 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th IFIP WG 2.14 European Conference on Service-Oriented and Cloud Computing, ESOCC 2017, held in Oslo, Norway, in September 2017. The 6 short and 10 full papers presented in this volume were carefully reviewed and selected from 37 submissions. The volume also contains one invited talk in full paper length. The contributions were organized in topical sections named: microservices and containers; security; cloud resources; services; internet of things and data streams; and industrial applications of service and cloud computing.

Industrial Edge Computing

Author : Xiaobo Zhou
Publisher : Springer
ISBN 13 : 9789819747511
Total Pages : 0 pages
Book Rating : 4.7/5 (475 download)

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Book Synopsis Industrial Edge Computing by : Xiaobo Zhou

Download or read book Industrial Edge Computing written by Xiaobo Zhou and published by Springer. This book was released on 2024-09-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a pivotal guide for professionals and researchers within the industrial computing domain, offering an extensive examination of edge computing in industrial environments. Tailored for individuals possessing a foundational understanding of industrial computing systems, it aims to augment their knowledge concerning the role and capabilities of edge computing in this dynamically evolving sector. In an era where real-time, reliable, and scalable computing solutions are of paramount importance, traditional cloud computing models grapple with challenges such as latency, bandwidth limitations, data sovereignty, and privacy concerns. This book positions edge computing as a crucial evolution in industrial data processing and analytics, specifically addressing these challenges. It introduces a distinctive three-layer industrial edge computing architecture that integrates device, edge, and application layers, explicitly designed to accommodate the intricacies of the Industrial Internet of Things (IIoT). Beyond elucidating the theoretical foundations of edge computing, the book delves into its practical applications, with a particular emphasize on edge-assisted model inference as a key scenario. It offers insightful case studies and discussions on the integration of edge computing with artificial intelligence (AI), illustrating how this collaboration is revolutionizing industrial systems. A comprehensive understanding of the material is facilitated by a background in computer science, industrial engineering, IoT, and cloud computing.

Edge Computing: A Primer

Author : Jie Cao
Publisher : Springer
ISBN 13 : 3030020835
Total Pages : 90 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Edge Computing: A Primer by : Jie Cao

Download or read book Edge Computing: A Primer written by Jie Cao and published by Springer. This book was released on 2018-11-01 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.