Distributed Fair Randomized (DFR): a Resource Sharing Protocol for Fog Providers

Beraldi, Roberto; Alnuweiri, Hussein

doi:10.1109/fmec.2019.8795339

Cited by 3 publications

(1 citation statement)

References 14 publications

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“…Another project that is compatible with the standard targets fog computing solutions for IoT in industrial environments, prioritizing low latency and predictability and aligning with fog computing principles [31]. Other studies about the application of OpenFog are [32,33].…”

Section: Related Workmentioning

confidence: 99%

Architecture for Smart Buildings Based on Fuzzy Logic and the OpenFog Standard

Martín Toral,

Calvo,

Xenakis

et al. 2023

Electronics

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The combination of Artificial Intelligence and IoT technologies, the so-called AIoT, is expected to contribute to the sustainability of public and private buildings, particularly in terms of energy management, indoor comfort, as well as in safety and security for the occupants. However, IoT systems deployed on modern buildings may generate big amounts of data that cannot be efficiently analyzed and stored in the Cloud. Fog computing has proven to be a suitable paradigm for distributing computing, storage control, and networking functions closer to the edge of the network along the Cloud-to-Things continuum, improving the efficiency of the IoT applications. Unfortunately, it can be complex to integrate all components to create interoperable AIoT applications. For this reason, it is necessary to introduce interoperable architectures, based on standard and universal frameworks, to distribute consistently the resources and the services of AIoT applications for smart buildings. Thus, the rationale for this study stems from the pressing need to introduce complex computing algorithms aimed at improving indoor comfort, safety, and environmental conditions while optimizing energy consumption in public and private buildings. This article proposes an open multi-layer architecture aimed at smart buildings based on a standard framework, the OpenFog Reference Architecture (IEEE 1934–2018 standard). The proposed architecture was validated experimentally at the Faculty of Engineering of Vitoria-Gasteiz to improve indoor environmental quality using Fuzzy logic. Experimental results proved the viability and scalability of the proposed architecture.

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Section: Related Workmentioning

confidence: 99%

Architecture for Smart Buildings Based on Fuzzy Logic and the OpenFog Standard

Martín Toral,

Calvo,

Xenakis

et al. 2023

Electronics

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On fair cooperation among competing fog providers

Beraldi

2021

2021 IEEE International Conference on Joint Cloud Computing (JCC)

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Architectures for Industrial AIoT Applications

Villar,

Martín Toral,

Calvo

et al. 2024

Sensors

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Industry 4.0 introduced new concepts, technologies, and paradigms, such as Cyber Physical Systems (CPSs), Industrial Internet of Things (IIoT) and, more recently, Artificial Intelligence of Things (AIoT). These paradigms ease the creation of complex systems by integrating heterogeneous devices. As a result, the structure of the production systems is changing completely. In this scenario, the adoption of reference architectures based on standards may guide designers and developers to create complex AIoT applications. This article surveys the main reference architectures available for industrial AIoT applications, analyzing their key characteristics, objectives, and benefits; it also presents some use cases that may help designers create new applications. The main goal of this review is to help engineers identify the alternative that best suits every application. The authors conclude that existing reference architectures are a necessary tool for standardizing AIoT applications, since they may guide developers in the process of developing new applications. However, the use of reference architectures in real AIoT industrial applications is still incipient, so more development effort is needed in order for it to be widely adopted.

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Distributed Fair Randomized (DFR): a Resource Sharing Protocol for Fog Providers

Cited by 3 publications

References 14 publications

Architecture for Smart Buildings Based on Fuzzy Logic and the OpenFog Standard

Architecture for Smart Buildings Based on Fuzzy Logic and the OpenFog Standard

On fair cooperation among competing fog providers

Architectures for Industrial AIoT Applications

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