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A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications

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TLDR
The relationship between cyber-physical systems and IoT, both of which play important roles in realizing an intelligent cyber- physical world, are explored and existing architectures, enabling technologies, and security and privacy issues in IoT are presented to enhance the understanding of the state of the art IoT development.
Abstract
Fog/edge computing has been proposed to be integrated with Internet of Things (IoT) to enable computing services devices deployed at network edge, aiming to improve the user’s experience and resilience of the services in case of failures. With the advantage of distributed architecture and close to end-users, fog/edge computing can provide faster response and greater quality of service for IoT applications. Thus, fog/edge computing-based IoT becomes future infrastructure on IoT development. To develop fog/edge computing-based IoT infrastructure, the architecture, enabling techniques, and issues related to IoT should be investigated first, and then the integration of fog/edge computing and IoT should be explored. To this end, this paper conducts a comprehensive overview of IoT with respect to system architecture, enabling technologies, security and privacy issues, and present the integration of fog/edge computing and IoT, and applications. Particularly, this paper first explores the relationship between cyber-physical systems and IoT, both of which play important roles in realizing an intelligent cyber-physical world. Then, existing architectures, enabling technologies, and security and privacy issues in IoT are presented to enhance the understanding of the state of the art IoT development. To investigate the fog/edge computing-based IoT, this paper also investigate the relationship between IoT and fog/edge computing, and discuss issues in fog/edge computing-based IoT. Finally, several applications, including the smart grid, smart transportation, and smart cities, are presented to demonstrate how fog/edge computing-based IoT to be implemented in real-world applications.

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Citations
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Network optimizations in the Internet of Things: A review

TL;DR: A comprehensive survey on the network optimization in IoT is presented and state-of-the-art-techniques for IoT in particular to network optimization are discussed based on the recent works and the review is concluded with open issues and challenges in IoT.
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PoisonGAN: Generative Poisoning Attacks Against Federated Learning in Edge Computing Systems

TL;DR: This article presents a poison data generation method, named Data_Gen, based on the generative adversarial networks (GANs), and proposes a novel generative poisoning attack model, named PoisonGAN, against the federated learning framework.
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Fog computing for sustainable smart cities in the IoT era: Caching techniques and enabling technologies - an overview

TL;DR: This article considers possible fog computing applications and potential enabling technologies towards sustainable smart cities in the IoT environments and different caching techniques and the use of Unmanned Aerial Vehicles, and various Artificial Intelligence and Machine Learning techniques in caching data for fog-based IoT systems are comprehensively discussed.
Journal ArticleDOI

Toward Edge-Based Deep Learning in Industrial Internet of Things

TL;DR: An edge computing-based deep learning model is proposed, which utilizes edge computing to migrate the deep learning process from cloud servers to edge nodes, reducing data transmission demands in the IIoT network and mitigating network congestion.
Journal ArticleDOI

Mobile Internet of Things Under Data Physical Fusion Technology

TL;DR: The application of data physical fusion technology in the mobile IoT can effectively improve the security and privacy performance of the network, and provide a certain experimental reference for the improvement of the performance ofThe mobile IoT in the later stage, which has important research significance.
References
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Journal ArticleDOI

A survey on sensor networks

TL;DR: The current state of the art of sensor networks is captured in this article, where solutions are discussed under their related protocol stack layer sections.
Journal ArticleDOI

The Internet of Things: A survey

TL;DR: This survey is directed to those who want to approach this complex discipline and contribute to its development, and finds that still major issues shall be faced by the research community.
Journal ArticleDOI

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

TL;DR: An overview of the Internet of Things with emphasis on enabling technologies, protocols, and application issues, and some of the key IoT challenges presented in the recent literature are provided and a summary of related research work is provided.
Journal ArticleDOI

The internet of things: a survey

TL;DR: The definitions, architecture, fundamental technologies, and applications of IoT are systematically reviewed and the major challenges which need addressing by the research community and corresponding potential solutions are investigated.
Journal ArticleDOI

Edge Computing: Vision and Challenges

TL;DR: The definition of edge computing is introduced, followed by several case studies, ranging from cloud offloading to smart home and city, as well as collaborative edge to materialize the concept of edge Computing.
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