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Honghao Gao - Intelligent Mobile Service Computing

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Honghao Gao Intelligent Mobile Service Computing

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This book discusses recent research and applications in intelligent service computing in mobile environments. The authors first explain how advances in artificial intelligence and big data have allowed for an array of intelligent services with complex and diverse applications. They then show how this brings new opportunities and challenges for service computing. The book, made up of contributions from academic and industry, aims to present advances in intelligent services, new algorithms and techniques in the field, foundational theory and systems, as well as practical real-life applications. Some of the topics discussed include cognition, modeling, description and verification for intelligent services; discovery, recommendation and selection for intelligent services; formal verification, testing and inspection for intelligent services; and composition and cooperation methods for intelligent services.

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EAISpringer Innovations in Communication and Computing Series Editor Imrich - photo 1
EAI/Springer Innovations in Communication and Computing
Series Editor
Imrich Chlamtac
European Alliance for Innovation, Ghent, Belgium

Editors NoteThe impact of information technologies is creating a new world yet not fully understood. The extent and speed of economic, life style and social changes already perceived in everyday life is hard to estimate without understanding the technological driving forces behind it. This series presents contributed volumes featuring the latest research and development in the various information engineering technologies that play a key role in this process.

The range of topics, focusing primarily on communications and computing engineering include, but are not limited to, wireless networks; mobile communication; design and learning; gaming; interaction; e-health and pervasive healthcare; energy management; smart grids; internet of things; cognitive radio networks; computation; cloud computing; ubiquitous connectivity, and in mode general smart living, smart cities, Internet of Things and more. The series publishes a combination of expanded papers selected from hosted and sponsored European Alliance for Innovation (EAI) conferences that present cutting edge, global research as well as provide new perspectives on traditional related engineering fields. This content, complemented with open calls for contribution of book titles and individual chapters, together maintain Springers and EAIs high standards of academic excellence. The audience for the books consists of researchers, industry professionals, advanced level students as well as practitioners in related fields of activity include information and communication specialists, security experts, economists, urban planners, doctors, and in general representatives in all those walks of life affected ad contributing to the information revolution.

Indexing: This series is indexed in Scopus, Ei Compendex, and zbMATH.

About EAI

About EAIEAI is a grassroots member organization initiated through cooperation between businesses, public, private and government organizations to address the global challenges of Europes future competitiveness and link the European Research community with its counterparts around the globe. EAI reaches out to hundreds of thousands of individual subscribers on all continents and collaborates with an institutional member base including Fortune 500 companies, government organizations, and educational institutions, provide a free research and innovation platform.

Through its open free membership model EAI promotes a new research and innovation culture based on collaboration, connectivity and recognition of excellence by community.

Through its open free membership model EAI promotes a new research and innovation culture based on collaboration, connectivity and recognition of excellence by community.

More information about this series at http://www.springer.com/series/15427

Editors
Honghao Gao and Yuyu Yin
Intelligent Mobile Service Computing
1st ed. 2021
Editors Honghao Gao Shanghai University Shanghai China Yuyu Yin Hangzhou - photo 2Editors Honghao Gao Shanghai University Shanghai China Yuyu Yin Hangzhou - photo 3
Editors
Honghao Gao
Shanghai University, Shanghai, China
Yuyu Yin
Hangzhou Dianzi University, Hangzhou, China
ISSN 2522-8595 e-ISSN 2522-8609
EAI/Springer Innovations in Communication and Computing
ISBN 978-3-030-50183-9 e-ISBN 978-3-030-50184-6
https://doi.org/10.1007/978-3-030-50184-6
Springer Nature Switzerland AG 2021
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG.

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface
The Intelligent Service Computing in Mobile Environment

With the rapid development of 5G technologies, mobile terminal devices with edge computing capacity are prevailing, and the ubiquitous availability of mobile services that enable software applications can be guaranteed on quality in the wireless network environment. The intelligence-empowered mobile computing has significantly changed the style of our life, study, and work. Along with this, a large number of new-style intelligent services have emerged, with features of complexity, diversity, and crossover. At this point, the intelligent service computing in the mobile environment is becoming the focus of the next-generation computer network, which will be an important Internet infrastructure for interpersonal connection that links people and the physical world.

How to utilize the research of Artificial Intelligence and Big Data to prompt the research of new theories, methods, and applications of service computing has become a hot research point. In recent years, deep learning has made significant breakthroughs in many areas of Artificial Intelligence, including CNN, RNN, and GAN. However, these traditional models need to upload and handle data at the cloud end, which cannot meet the requirements of timeliness and mobility. We aim to point out that mobile service computing shall pay attention to the smart processing by using 5G, mobile services, and the Internet of Things (5MIoT). We have a beautiful vision that the breakthrough technology in these fields can enable mobile users to enjoy high-quality service experience with high performance, low latency, and high bandwidth.

This book includes six chapters focusing on many issues including security model, performance and energy efficiency, formal verification/testing/inspection, QoS edge computing, electricity data of smart meters, and electricity data of smart meters in mobile environment.

The first chapter, titled A Cross-Domain Security Model Based on Internet of Vehicles, points out that with the continuous expansion of application scopes of the Internet of Vehicles, attacks have increased correspondingly. There have been too many attack accidents in IoV. Now, the intelligent vehicles have become important targets of the hacker. The authors look forward to constructing a cross-domain security model of IoV. First, they introduce the security domain and analyze its divisions. Second, they study the structure of the cross-domain of IoV. Finally, they divide the security domain into three layers, namely cross-domain application layer, cross-domain network layer, and cross-domain perception layer. Also, they study the trust relationship in IoV and make use of the method of trust evaluation to ensure transaction security and construct a trustworthy environment for cross-domain. Their scheme can partly ensure the security of communications and the privacy of vehicles.

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