The Cloud-to-Thing Continuum Opportunities and Challenges in Cloud, Fog and Edge Computing
The Internet of Things offers massive societal and economic opportunities whileat the same time significant challenges, not least the delivery and managementof the technical infrastructure underpinning it, the deluge of data generated fromit, ensuring privacy and security, and capturing value from i...
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| Médium: | E-kniha |
| Jazyk: | angličtina |
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Springer International Publishing
2020
Springer International Publishing AG Palgrave Pivot |
| Vydání: | 1 |
| Edice: | Palgrave Studies in Digital Business & Enabling Technologies |
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| ISBN: | 9783030411107, 3030411109, 3030411095, 9783030411091 |
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| Abstract | The Internet of Things offers massive societal and economic opportunities whileat the same time significant challenges, not least the delivery and managementof the technical infrastructure underpinning it, the deluge of data generated fromit, ensuring privacy and security, and capturing value from it.
This Open Access Pivot explores these challenges, presenting the state of the artand future directions for research but also frameworks for making sense of thiscomplex area. This book provides a variety of perspectives on how technologyinnovations such as fog, edge and dew computing, 5G networks, and distributedintelligence are making us rethink conventional cloud computing to support theInternet of Things. Much of this book focuses on technical aspects of the Internetof Things, however, clear methodologies for mapping the business value of theInternet of Things are still missing. We provide a valuemapping framework forthe Internet of Things to address this gap. While there is much hype about the Internet of Things, we have yet to reach the tipping point. As such, this bookprovides a timely entrée for higher education educators, researchers and students, industry and policy makers on the technologies that promise to reshapehow society interacts and operates. |
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| AbstractList | The Internet of Things offers massive societal and economic opportunities whileat the same time significant challenges, not least the delivery and managementof the technical infrastructure underpinning it, the deluge of data generated fromit, ensuring privacy and security, and capturing value from it.
This Open Access Pivot explores these challenges, presenting the state of the artand future directions for research but also frameworks for making sense of thiscomplex area. This book provides a variety of perspectives on how technologyinnovations such as fog, edge and dew computing, 5G networks, and distributedintelligence are making us rethink conventional cloud computing to support theInternet of Things. Much of this book focuses on technical aspects of the Internetof Things, however, clear methodologies for mapping the business value of theInternet of Things are still missing. We provide a valuemapping framework forthe Internet of Things to address this gap. While there is much hype about the Internet of Things, we have yet to reach the tipping point. As such, this bookprovides a timely entrée for higher education educators, researchers and students, industry and policy makers on the technologies that promise to reshapehow society interacts and operates. The Internet of Things offers massive societal and economic opportunities while at the same time significant challenges, not least the delivery and management of the technical infrastructure underpinning it, the deluge of data generated from it, ensuring privacy and security, and capturing value from it. The Internet of Things offers massive societal and economic opportunities while at the same time significant challenges, not least the delivery and management of the technical infrastructure underpinning it, the deluge of data generated from it, ensuring privacy and security, and capturing value from it. This Open Access Pivot explores these challenges, presenting the state of the art and future directions for research but also frameworks for making sense of this complex area. This book provides a variety of perspectives on how technology innovations such as fog, edge and dew computing, 5G networks, and distributed intelligence are making us rethink conventional cloud computing to support the Internet of Things. Much of this book focuses on technical aspects of the Internet of Things, however, clear methodologies for mapping the business value of the Internet of Things are still missing. We provide a value mapping framework for the Internet of Things to address this gap. While there is much hype about theInternet of Things, we have yet to reach the tipping point. As such, this book provides a timely entrée for higher education educators, researchers and students, industry and policy makers on the technologies that promise to reshape how society interacts and operates. |
| Author | Mooney, John G Lynn, Theo Endo, Patricia Takako Lee, Brian |
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| Notes | Electronic reproduction. Dordrecht: Palgrave Macmillan, 2020. Requires the Libby app or a modern web browser. |
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| Snippet | The Internet of Things offers massive societal and economic opportunities whileat the same time significant challenges, not least the delivery and managementof... The Internet of Things offers massive societal and economic opportunities while at the same time significant challenges, not least the delivery and... |
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| SubjectTerms | Business BUSINESS & ECONOMICS Cloud computing Computer Technology Internet of things Management Nonfiction |
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| Subtitle | Opportunities and Challenges in Cloud, Fog and Edge Computing |
| TableOfContents | 7.6 Towards a Framework for Examining the Impact of Privacy Disclosures on Privacy Perceptions and Behaviours -- 7.7 Concluding Remarks -- References -- Chapter 8: Mapping the Business Value of the Internet of Things -- 8.1 Introduction -- 8.2 The Internet of Things -- 8.3 A Value Mapping Framework for the Internet of Things -- 8.3.1 Value Creators and Consumers -- 8.3.2 Investment -- 8.3.3 Value Generation and Monetisation -- 8.3.4 Bring It All Together: A Value Mapping Framework for the Internet of Things -- 8.4 Towards a Research Agenda on the Business Value of IoT -- 8.5 Conclusion -- References -- Index Intro -- Preface -- Acknowledgement -- Contents -- Notes on Contributors -- Abbreviations -- List of Figures -- List of Tables -- Chapter 1: The Internet of Things: Definitions, Key Concepts, and Reference Architectures -- 1.1 Introduction -- 1.2 Defining the Internet of Things -- 1.3 Key Concepts and Constructs -- 1.4 IoT Reference Architectures -- 1.4.1 Internet of Things Architectural Reference Model (IoT ARM) -- 1.4.2 IEEE Standard for an Architectural Framework for the Internet of Things (P2413) -- 1.4.3 Industrial Internet Reference Architecture (IIRA) -- 1.4.4 WSO2 IoT Reference Architecture (WSO2 IRA) -- 1.5 Intel System Architecture Specifications (Intel SAS) -- 1.5.1 Azure IoT Reference Architecture (Azure IRA) -- 1.5.2 SAT-IoT -- 1.5.3 Summary of Architectural Features -- 1.5.4 Conclusion -- References -- Chapter 2: Next Generation Cloud Architectures -- 2.1 Introduction -- 2.2 Centralized Cloud Computing Model -- 2.2.1 Defining Cloud Computing -- 2.2.2 The Impact of IoT on Conventional Cloud Architectures -- 2.3 Changes to Centralized Cloud Computing Model -- 2.4 Decentralized Cloud Computing Model -- 2.4.1 Fog Computing -- 2.4.2 Mobile Edge Computing -- 2.4.3 Volunteer Computing -- 2.4.4 Serverless Computing -- 2.4.5 Software-Defined Computing -- 2.4.6 Mist Computing -- 2.5 Research Directions and Opportunities -- 2.5.1 Resource Provisioning and Heterogeneous Resources -- 2.5.2 Self-management, Self-organization Approach -- 2.5.3 Separation of Concerns -- 2.6 Conclusion -- References -- Chapter 3: Flying to the Clouds: The Evolution of the 5G Radio Access Networks -- 3.1 Introduction -- 3.2 The Evolution of Radio Access Networks (RANs) -- 3.2.1 Distributed Radio Access Networks -- 3.2.2 Cloud Radio Access Networks (C-RANs) -- 3.2.3 Heterogeneous Cloud Radio Access Networks -- 3.2.4 Fog Computing Radio Access Networks 3.3 Network Function Virtualisation and 5G Networks -- 3.4 Challenges and Future Directions -- 3.5 Conclusion -- References -- Chapter 4: Orchestration from the Cloud to the Edge -- 4.1 Introduction -- 4.2 Orchestration Challenges -- 4.3 Industry Standards -- 4.3.1 Network Function Virtualisation -- 4.3.2 OpenFog Reference Architecture -- 4.3.3 Orchestration Architectures -- 4.3.4 Orchestration Tools -- 4.4 Conclusion -- References -- Chapter 5: Living at the Edge? Optimizing availability in IoT -- 5.1 Introduction -- 5.2 Smart Cities -- 5.3 Smart Agriculture -- 5.4 The Internet of Medical Things -- 5.5 Conclusion -- References -- Chapter 6: Security of Distributed Intelligence in Edge Computing: Threats and Countermeasures -- 6.1 Edge Computing: Threats and Challenges -- 6.1.1 DDoS Attack -- 6.1.2 Side-Channel Attacks -- 6.1.3 Malware Injection Attacks -- 6.1.4 Authentication and Authorization Attacks -- 6.2 Edge Intelligence -- 6.2.1 Lightweight Models for Edge AI -- 6.2.2 Data and Model Parallelism -- 6.2.3 Federated Learning -- 6.3 Threats to Edge AI -- 6.3.1 Threats to Edge AI for Inference -- 6.3.2 Evasion Attacks -- 6.3.3 Privacy Attacks -- 6.3.4 Threats to Edge AI for Training -- 6.4 Countering the Threats to Edge AI -- 6.4.1 Defenses against Data Poisoning -- 6.4.2 Countering Adversarial Attacks -- 6.4.3 Hardening Federated Learning Systems -- 6.5 Future Directions -- 6.5.1 Open Issues in Federated Learning -- 6.5.2 Distributed Deep Reinforcement Learning -- 6.6 Conclusion -- References -- Chapter 7: Examining Privacy Disclosure and Trust in the Consumer Internet of Things: An Integrated Research Framework -- 7.1 Introduction -- 7.2 Privacy and the Internet of Things -- 7.3 Trust, Privacy, and the Internet of Things -- 7.4 Approaches for Influencing Perceptions of Privacy and Trust -- 7.5 Privacy Trust Labels: Design Principles |
| Title | The Cloud-to-Thing Continuum |
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