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Fog/Edge Computing For Security, Privacy, and Applications

Produktform: E-Buch Text Elektronisches Buch in proprietärem

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. Fog computing is an architecture that makes use of edge devices to carry out a good amount of computation and storage. Their communication is done locally and/or routed over the Internet and/or 4G/5G. Like cloud computing, fog computing also provides computation, storage, and applications to end-users. However, fog computing is closer to end-users at the network edge (also known as edge computing, although these two terms are sometimes used interchangeably) and has wider geographical distribution. There are many technical challenges in fog/edge network design, such as computation offloading which deals with delay minimization, energy minimization, a combination of both, and caching which decides both placing caching units and their contents. This book focuses on security and privacy in fog/edge computing. 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. weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-030-57328-7 / 978-3030573287 / 9783030573287

Verlag: Springer International Publishing

Erscheinungsdatum: 04.01.2021

Seiten: 418

Herausgegeben von Jie Wu, Wei Chang

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