The Internet of Things

John Davies , Carolina Fortuna 지음

Wiley 2020년 02월 11일 출간

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Provides comprehensive coverage of the current state of IoT, focusing on data processing infrastructure and techniques Written by experts in the field, this book addresses the IoT technology stack, from connectivity through data platforms to end-user case studies, and considers the tradeoffs between business needs and data security and privacy throughout. There is a particular emphasis on data processing technologies that enable the extraction of actionable insights from data to inform improved decision making. These include artificial intelligence techniques such as stream processing, deep learning and knowledge graphs, as well as data interoperability and the key aspects of privacy, security and trust. Additional aspects covered include: creating and supporting IoT ecosystems; edge computing; data mining of sensor datasets; and crowd-sourcing, amongst others. The book also presents several sections featuring use cases across a range of application areas such as smart energy, transportation, smart factories, and more. The book concludes with a chapter on key considerations when deploying IoT technologies in the enterprise, followed by a brief review of future research directions and challenges. The Internet of Things: From Data to Insight Provides a comprehensive overview of the Internet of Things technology stack with focus on data driven aspects from data modelling and processing to presentation for decision making Explains how IoT technology is applied in practice and the benefits being delivered. Acquaints readers that are new to the area with concepts, components, technologies, and verticals related to and enabled by IoT Gives IoT specialists a deeper insight into data and decision-making aspects as well as novel technologies and application areas Analyzes and presents important emerging technologies for the IoT arena Shows how different objects and devices can be connecte

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List of Contributors xi About the Editors xv Acknowledgments xvii 1 Introduction 1 John Davies and Carolina Fortuna 1.1 Stakeholders in IoT Ecosystems 3 1.2 Human and IoT Sensing, Reasoning, and Actuation: An Analogy 4 1.3 Replicability and Re-use in IoT 5 1.4 Overview 6 References 7 2 Connecting Devices: Access Networks 9 Paul Putland 2.1 Introduction 9 2.2 Overview of Access Networks 10 2.2.1 Existing Technologies are Able to Cover a Number of IoT Scenarios 10 2.3 Low-Power Wide Area Network (LPWAN) 12 2.3.1 Long-Range (LoRa) Low-Power Wide Area Network 14 2.3.2 Sigfox Low-Power Wide Area Network 14 2.3.3 Weightless Low-Power Wide Area Network 15 2.4 Cellular Technologies 15 2.4.1 Emerging 5G Cellular Technology 16 2.5 Conclusion 18 References 18 3 Edge Computing 21 Mohammad Hossein Zoualfaghari, Simon Beddus, and Salman Taherizadeh 3.1 Introduction 21 3.2 Edge Computing Fundamentals 22 3.2.1 Edge Compute Strategies 22 3.2.2 Network Connectivity 25 3.3 Edge Computing Architecture 25 3.3.1 Device Overview 25 3.3.2 Edge Application Modules 26 3.3.3 IoT Runtime Environment 26 3.3.4 Device Management 27 3.3.5 Secure Runtime Environment 27 3.4 Implementing Edge Computing Solutions 28 3.4.1 Starter Configuration 28 3.4.2 Developer Tools 28 3.4.3 Edge Computing Frameworks 29 3.5 Zero-Touch Device On-boarding 30 3.6 Applying Edge Computing 32 3.7 Conclusions 33 References 33 4 Data Platforms: Interoperability and Insight 37 John Davies and Mike Fisher 4.1 Introduction 37 4.2 IoT Ecosystems 38 4.3 Context 40 4.4 Aspects of Interoperab

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저자(글) John Davies

EDITED BY JOHN DAVIES, PHD, is Chief Researcher in BT's Research & Innovation Department, UK, where he leads a team focused on Internet of Things technologies. He is a Fellow of the British Computer Society and a Chartered Engineer as well as a Visiting Professor at the Open University and has published over 100 scientific articles. CAROLINA FORTUNA, PHD, is a Research Fellow at the Jo??ef Stefan Institute, Slovenia. She received her PhD in Computer Science in 2013, was a postdoctoral research associate at Ghent University, 2014-2015 and a Visitor at Stanford University in 2017. She has authored over 60 peer reviewed papers, technically led EU-funded research projects and is a consultant to industry.

저자(글) Carolina Fortuna