Fog computing at industrial level, architecture, latency, energy, and security: A review
TLDR
The purpose of this research is to show a systematic review of the most recent studies about the architecture, security, latency, and energy consumption that FC presents at industrial level and thus provide an overview of the current characteristics and challenges of this new technology.About:
This article is published in Heliyon.The article was published on 2020-04-01 and is currently open access. It has received 71 citations till now. The article focuses on the topics: Cloud computing & Industry 4.0.read more
Citations
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A clogging resistant secure authentication scheme for fog computing services
TL;DR: This work analyzed and identified that the SAKA-FC suffers from some severe vulnerabilities and presented an improved scheme to mitigate these problems while retaining its strengths, and compared with some state-of-the-art schemes.
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Joint optimization of energy consumption and time delay in IoT-fog-cloud computing environments using NSGA-II metaheuristic algorithm
TL;DR: This paper forms the problem of joint optimization of energy consumption and latency in the form of a multi-objective problem and solves it using the non-dominant sorting genetic algorithm (NSGA-II) and Bees algorithm (BA) using a robust type of differential evolution approach called minimax differential evolution (MMDE).
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Fog-Based Intelligent Machine Malfunction Monitoring System for Industry 4.0
TL;DR: This article considers machines fault diagnosis based on their operating sound using the fog computing architecture in the industrial environment and shows the performance of ML models for the machines sound recorded with different signal-to-noise ratios for normal and abnormal operations.
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A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation
Tiago Coito,Miguel S. E. Martins,Joaquim L. Viegas,Bernardo M. Firme,João Figueiredo,Susana M. Vieira,João M. C. Sousa +6 more
TL;DR: This paper proposes a platform for intelligent automation relying on a gateway or middleware between field devices, enterprise databases, and DSSs in real-time scenarios, and presents an implementation of the platform in the pharmaceutical industry, providing interoperability and real- time reaction capability to changes to an industrial prototype using dynamic scheduling algorithms.
References
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A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems
TL;DR: A unified 5-level architecture is proposed as a guideline for implementation of Cyber-Physical Systems (CPS), within which information from all related perspectives is closely monitored and synchronized between the physical factory floor and the cyber computational space.
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Implementing smart factory of Industrie 4.0: an outlook
TL;DR: This paper proposes a brief framework that incorporates industrial wireless networks, cloud, and fixed or mobile terminals with smart artifacts such as machines, products, and conveyors and concludes that the smart factory of Industrie 4.0 is achievable by extensively applying the existing enabling technologies while actively coping with the technical challenges.
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State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing
TL;DR: A survey of integration components: Cloud platforms, Cloud infrastructures and IoT Middleware is presented and some integration proposals and data analytics techniques are surveyed as well as different challenges and open research issues are pointed out.
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Future Edge Cloud and Edge Computing for Internet of Things Applications
Jianli Pan,James McElhannon +1 more
TL;DR: This survey paper investigates the key rationale, the state-of-the-art efforts, the key enabling technologies and research topics, and typical IoT applications benefiting from edge cloud.
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Software-Defined Industrial Internet of Things in the Context of Industry 4.0
Jiafu Wan,Shenglong Tang,Zhaogang Shu,Di Li,Shiyong Wang,Muhammad Imran,Athanasios V. Vasilakos +6 more
TL;DR: This paper analyzes the IIoT architecture, including physical layer, IWNs, industrial cloud, and smart terminals, and describes the information interaction among different devices, and proposes a software-defined IIeT architecture to manage physical devices and provide an interface for information exchange.