Internet of things : technologies and applications for a new age of intelligence
Internet of Things: Technologies and Applications for a New Age of Intelligence outlines the background and overall vision for the Internet of Things (IoT) and Cyber-Physical Systems (CPS), as well as associated emerging technologies. Key technologies are described including device communication and...
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| Médium: | E-kniha Kniha |
| Jazyk: | angličtina |
| Vydáno: |
London
Academic Press, an imprint of Elsevier
2019
Elsevier Science & Technology Academic Press |
| Vydání: | 2 |
| Témata: | |
| ISBN: | 9780128144350, 0128144351 |
| On-line přístup: | Získat plný text |
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| Abstract | Internet of Things: Technologies and Applications for a New Age of Intelligence outlines the background and overall vision for the Internet of Things (IoT) and Cyber-Physical Systems (CPS), as well as associated emerging technologies. Key technologies are described including device communication and interactions, connectivity of devices to cloud-based infrastructures, distributed and edge computing, data collection, and methods to derive information and knowledge from connected devices and systems using artificial intelligence and machine learning. Also included are system architectures and ways to integrate these with enterprise architectures, and considerations on potential business impacts and regulatory requirements. New to this edition: - Updated material on current market situation and outlook. - A description of the latest developments of standards, alliances, and consortia. More specifically the creation of the Industrial Internet Consortium (IIC) and its architecture and reference documents, the creation of the Reference Architectural Model for Industrie 4.0 (RAMI 4.0), the exponential growth of the number of working groups in the Internet Engineering Task Force (IETF), the transformation of the Open Mobile Alliance (OMA) to OMA SpecWorks and the introduction of OMA LightweightM2M device management and service enablement protocol, the initial steps in the specification of the architecture of Web of Things (WoT) by World Wide Consortium (W3C), the GS1 architecture and standards, the transformation of ETSI-M2M to oneM2M, and a few key facts about the Open Connectivity Forum (OCF), IEEE, IEC/ISO, AIOTI, and NIST CPS. - The emergence of new technologies such as distributed ledgers, distributed cloud and edge computing, and the use of machine learning and artificial intelligence for IoT. - A chapter on security, outlining the basic principles for secure IoT installations. - New use case description material on Logistics, Autonomous Vehicles, and Systems of CPS |
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| AbstractList | Internet of Things: Technologies and Applications for a New Age of Intelligence outlines the background and overall vision for the Internet of Things (IoT) and Cyber-Physical Systems (CPS), as well as associated emerging technologies. Key technologies are described including device communication and interactions, connectivity of devices to cloud-based infrastructures, distributed and edge computing, data collection, and methods to derive information and knowledge from connected devices and systems using artificial intelligence and machine learning. Also included are system architectures and ways to integrate these with enterprise architectures, and considerations on potential business impacts and regulatory requirements. New to this edition: - Updated material on current market situation and outlook. - A description of the latest developments of standards, alliances, and consortia. More specifically the creation of the Industrial Internet Consortium (IIC) and its architecture and reference documents, the creation of the Reference Architectural Model for Industrie 4.0 (RAMI 4.0), the exponential growth of the number of working groups in the Internet Engineering Task Force (IETF), the transformation of the Open Mobile Alliance (OMA) to OMA SpecWorks and the introduction of OMA LightweightM2M device management and service enablement protocol, the initial steps in the specification of the architecture of Web of Things (WoT) by World Wide Consortium (W3C), the GS1 architecture and standards, the transformation of ETSI-M2M to oneM2M, and a few key facts about the Open Connectivity Forum (OCF), IEEE, IEC/ISO, AIOTI, and NIST CPS. - The emergence of new technologies such as distributed ledgers, distributed cloud and edge computing, and the use of machine learning and artificial intelligence for IoT. - A chapter on security, outlining the basic principles for secure IoT installations. - New use case description material on Logistics, Autonomous Vehicles, and Systems of CPS |
| Author | Tsiatsis, Vlasios |
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| BackLink | https://cir.nii.ac.jp/crid/1130282270674447104$$DView record in CiNii |
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| DOI | 10.1016/C2017-0-00369-5 |
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| Discipline | Engineering Computer Science |
| EISBN | 9780128144367 012814436X |
| Edition | 2 2nd edition. |
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| Notes | Includes bibliographical references (p. 339-347) and index |
| OCLC | 1076802386 |
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| PageCount | 392 |
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| Publisher | Academic Press, an imprint of Elsevier Elsevier Science & Technology Academic Press |
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| Snippet | Internet of Things: Technologies and Applications for a New Age of Intelligence outlines the background and overall vision for the Internet of Things (IoT) and... |
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| SubjectTerms | Cooperating objects (Computer systems) Internet of things |
| TableOfContents | 5.3.3 Considerations when using MI for IoT data -- 5.3.4 A framework of MI for IoT -- 5.3.5 Industrial Internet Analytics Framework -- 5.3.6 Conclusions -- 5.4 Distributed Cloud and Edge Computing -- 5.4.1 A new software delivery model -- 5.4.2 Cloud fundamentals -- 5.4.3 Computing at the edge -- 5.4.4 Considerations and conclusions -- 5.5 Data Management -- 5.5.1 Introduction -- 5.5.2 Managing IoT data ow -- 5.5.2.1 Data generation -- 5.5.2.2 Data acquisition -- 5.5.2.3 Data validation -- 5.5.2.4 Data storage -- 5.5.2.5 Data processing -- 5.5.2.6 Data remanence -- 5.5.2.7 Data analysis -- 5.5.3 IoT data considerations -- 5.5.4 Conclusions -- 5.6 Business Processes in IoT -- 5.6.1 Introduction -- 5.6.2 IoT integration with enterprise systems -- 5.6.3 Distributed business processes in IoT -- 5.6.4 Considerations -- 5.6.5 Conclusions -- 5.7 Distributed Ledgers and Applications -- 5.7.1 DLT, IoT, and Data Ownership -- 6 Security -- 6.1 Introduction -- 6.2 Basic Principles -- 6.2.1 Encryption -- 6.2.1.1 Ciphers -- 6.2.1.2 Symmetric ciphers -- 6.2.1.3 Asymmetric ciphers -- 6.2.2 Authentication -- 6.2.2.1 Symmetric authentication -- 6.2.2.2 Asymmetric authentication -- 6.2.2.3 Application of authentication -- 6.3 Threats to IoT Systems -- 6.3.1 Denial of Service (DoS) Attacks -- 6.3.2 Sybil attacks -- 6.3.3 Privacy attacks -- 6.3.4 "Hole" attacks -- 6.3.5 Physical attacks -- 6.4 Mitigating Threats to IoT Applications -- 6.4.1 Application layer and physical attacks -- 6.4.2 Transport layer -- 6.4.3 Network layer -- 6.4.4 Data Link/Medium Access Control layer -- 6.4.5 Physical layer -- 6.5 Security in Architectures and Standards -- 6.5.1 IETF -- 6.5.2 3GPP and low-power Wide Area Networks -- 6.6 Security for a Safe IoT -- 6.6.1 Safety in industrial automation and robotics -- 6.6.2 Safety in automotive systems -- 6.6.3 Safety in Smart Cities Front Cover -- Internet of Things -- Copyright -- Contents -- About the Authors -- Foreword to the First Edition by Zach Shelby -- Foreword to the First Edition by Geoff Mulligan -- Foreword to the Second Edition by Geoff Mulligan -- Preface -- Introduction -- Structure of the Book -- Part 1: The Evolving IoT Landscape -- Chapter 1: Why the Internet of Things? -- Chapter 2: Origins and IoT Landscape -- Chapter 3: IoT - A Business Perspective -- Chapter 4: An Architecture Perspective -- Part 2: IoT Technologies and Architectures -- Chapter 5: Technology Fundamentals -- Chapter 6: Security -- Chapter 7: Architecture and State-of-the-Art -- Chapter 8: Architecture Reference Model -- Chapter 9: Designing the Internet of Things for the Real-World -- Part 3: IoT Use Cases -- Chapter 10: Asset Management -- Chapter 11: Industrial Automation -- Chapter 12: Smart Grid -- Chapter 13: Commercial Building Automation -- Chapter 14: Smart Cities -- Chapter 15: Participatory Sensing -- Chapter 16: Autonomous Vehicles and Systems of Cyber-Physical Systems -- Chapter 17: Logistics -- Chapter 18: Conclusions and Looking Ahead -- Appendix A: ETSI M2M -- Acknowledgments -- Part 1 The Evolving IoT Landscape -- 1 Why the Internet of Things? -- 2 Origins and IoT Landscape -- 2.1 Introduction -- 2.2 Evolving to an Internet of Things -- 2.2.1 A brief background -- 2.2.2 A simple enterprise IoT solution overview -- 2.2.3 The Internet of Things ahead -- 2.3 IoT in a Global Context -- 2.3.1 Game changers -- 2.3.2 General technology and scienti c trends -- 2.3.3 Trends in information and communications technologies -- 2.3.4 Expected capabilities -- 2.3.5 Implications for IoT -- 2.3.6 Barriers and concerns -- 2.4 A Use Case Example -- 2.5 A Shift in Mindset -- 3 IoT - A Business Perspective -- 3.1 Introduction -- 3.1.1 Information marketplaces -- 3.2 De nitions 3.2.1 Global value chains -- 3.2.2 Ecosystems vs. value chains -- 3.2.3 Industrial structure -- 3.3 Value Chains Overview -- 3.4 IoT Value Chain Example -- 3.5 An Emerging Industrial Structure for IoT -- 3.5.1 The Information-Driven Global Value Chain -- 3.5.1.1 Inputs to the information-driven global commodity chain -- 3.5.1.2 Production processes of the information-driven global value chain -- 3.6 The International-Driven Global Value Chain and Global Information Monopolies -- 3.7 Business Model Innovation in IoT -- 3.7.1 Current examples -- 3.7.2 Business to Business models -- 3.7.3 Data analytics business models -- 3.7.4 New data marketplaces models -- 3.7.5 SLA security integration -- 3.8 Conclusions -- 4 An Architecture Perspective -- 4.1 Building an Architecture -- 4.2 Requirements and Main Design Principles -- 4.3 An IoT Architecture Outline -- 4.4 Standards Considerations -- Part 2 IoT Technologies and Architectures -- 5 Technology Fundamentals -- 5.1 Devices and Gateways -- 5.1.1 Introduction -- 5.1.1.1 Device types -- 5.1.1.2 Deployment scenarios for devices -- 5.1.2 Basic devices -- 5.1.3 Gateways -- 5.1.3.1 Data Management -- 5.1.3.2 Local applications -- 5.1.3.3 Device Management -- 5.1.4 Advanced devices -- 5.1.5 Summary and vision -- 5.2 Local and Wide Area Networking -- 5.2.1 The need for networking -- 5.2.2 Wide Area Networking -- 5.2.2.1 3rd Generation Partnership Project technologies and Machine Type Communications -- 5.2.3 Low-Power Wide Area Networks -- 5.2.3.1 3GPP Licensed Spectrum LPWA Technologies -- 5.2.3.2 Proprietary LPWA technologies -- 5.2.3.3 LPWA standards landscape -- 5.2.4 Local Area Networking -- 5.2.4.1 Deployment considerations -- 5.2.4.2 Key technologies -- 5.3 Machine Intelligence -- 5.3.1 The role of Machine Intelligence in IoT -- 5.3.2 Machine Intelligence overview 6.7 Privacy in IoT -- 6.8 Future Developments in Security -- 7 Architecture and State-of-the-Art -- 7.1 Introduction -- 7.2 ITU-T -- 7.3 IETF -- 7.3.1 Introduction -- 7.3.2 IETF IoT-related Working Groups -- 7.3.3 IETF fragments of an architecture -- 7.4 OMA -- 7.5 IoT-A and IIRA -- 7.6 RAMI 4.0 -- 7.7 W3C -- 7.8 OGC -- 7.9 GS1 Architecture and Technologies -- 7.9.1 GS1 Identify -- 7.9.2 GS1 Capture -- 7.9.3 GS1 Share -- 7.9.4 EPCIS architecture and technologies -- 7.10 Other Relevant State-of-the-Art -- 7.10.1 oneM2M -- 7.10.2 OCF -- 7.10.3 IEEE -- 7.10.4 IEC/ISO: ISO/IEC JTC 1/WG 10/SC 41 -- 7.10.5 AIOTI -- 7.10.6 NIST CPS -- 7.11 Conclusions -- 8 Architecture Reference Model -- 8.1 Introduction -- 8.2 Reference Model and Architecture -- 8.3 IoT Reference Model -- 8.3.1 IoT Domain Model -- 8.3.1.1 Model notation and semantics -- 8.3.1.2 Main concepts -- 8.3.1.3 Further considerations -- 8.3.2 Information model -- 8.3.3 Functional model -- 8.3.3.1 Device Functional Group -- 8.3.3.2 Communication Functional Group -- 8.3.3.3 IoT Service Functional Group -- 8.3.3.4 Virtual Entity Functional Group -- 8.3.3.5 IoT Service Organization Functional Group -- 8.3.3.6 IoT Process Management Functional Group -- 8.3.3.7 Management Functional Group -- 8.3.3.8 Security Functional Group -- 8.3.3.9 Application Functional Group -- 8.3.3.10 Modular IoT functions -- 8.3.4 Communication model -- 8.3.5 Safety, privacy, trust, security model -- 8.3.5.1 Safety -- 8.3.5.2 Privacy -- 8.3.5.3 Trust -- 8.3.5.4 Security -- 8.4 IoT Reference Architecture -- 8.5 Functional View -- 8.5.1 Device and Application Functional Group -- 8.5.2 Communication Functional Group -- 8.5.3 IoT Service Functional Group -- 8.5.4 Virtual Entity Functional Group -- 8.5.5 IoT Process Management Functional Group -- 8.5.6 Service Organization Functional Group -- 8.5.7 Security Functional Group 8.5.8 Management Functional Group -- 8.6 Information View -- 8.6.1 Information description -- 8.6.2 Information ow and lifecycle -- 8.6.3 Information handling -- 8.7 Deployment and Operational View -- 8.8 Other Relevant Architectural Views -- 8.9 Other Reference Models and Architectures -- 8.9.1 Industrial Internet Reference Architecture -- 8.9.1.1 IIRA Usage Viewpoint -- 8.9.1.2 IIRA Functional Viewpoint -- 8.9.1.3 IIRA Implementation viewpoint -- 8.10 Best Practices -- 8.11 Conclusions -- 9 Designing the Internet of Things for the Real World -- 9.1 Introduction -- 9.2 Technical Design Constraints - Hardware Is Popular Again -- 9.2.1 Devices and networks -- 9.2.1.1 Functional requirements -- 9.2.1.2 Sensing and communications eld -- 9.2.1.3 Programming and embedded intelligence -- 9.2.1.4 Power -- 9.2.1.5 Gateway -- 9.2.1.6 Nonfunctional requirements -- 9.2.1.7 Financial cost -- 9.3 Data Representation and Visualization -- 9.4 Interaction and Remote Control -- Part 3 IoT Use Cases -- 10 Asset Management -- 10.1 Introduction -- 10.2 Expected Bene ts -- 10.3 e-Maintenance in the IoT Era -- 10.4 Hazardous Goods Management in the IoT Era -- 10.5 Conclusions -- 11 Industrial Automation -- 11.1 SOA-Based Device Integration -- 11.2 SOCRADES: Realizing the Enterprise Integrated Web of Things -- 11.3 IMC-AESOP: From the Web of Things to the Cloud of Things -- 11.4 Conclusions -- 12 Smart Grid -- 12.1 Introduction -- 12.2 Smart Metering -- 12.3 Smart House -- 12.4 Smart Grid City -- 12.5 Conclusions -- 13 Commercial Building Automation -- 13.1 Introduction -- 13.2 Case Study: Phase One - Commercial Building Automation Today -- 13.2.1 Background -- 13.2.2 Technology overview -- 13.2.3 Value chain -- 13.3 Case Study: Phase Two - Commercial Building Automation in the Future -- 13.3.1 Evolution of commercial building automation -- 13.3.2 Background 13.3.3 Technology overview |
| Title | Internet of things : technologies and applications for a new age of intelligence |
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