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Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective†
In the Internet of Things (IoT) + Fog + Cloud architecture, with the unprecedented growth of IoT devices, one of the challenging issues that needs to be tackled is to allocate Fog service providers (FSPs) to IoT devices, especially in a game-theoretic environment. Here, the issue of allocation of FS...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730117/ https://www.ncbi.nlm.nih.gov/pubmed/33256006 http://dx.doi.org/10.3390/s20236761 |
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author | Bandyopadhyay, Anjan Kumar Singh, Vikash Mukhopadhyay, Sajal Rai, Ujjwal Xhafa, Fatos Krause, Paul |
author_facet | Bandyopadhyay, Anjan Kumar Singh, Vikash Mukhopadhyay, Sajal Rai, Ujjwal Xhafa, Fatos Krause, Paul |
author_sort | Bandyopadhyay, Anjan |
collection | PubMed |
description | In the Internet of Things (IoT) + Fog + Cloud architecture, with the unprecedented growth of IoT devices, one of the challenging issues that needs to be tackled is to allocate Fog service providers (FSPs) to IoT devices, especially in a game-theoretic environment. Here, the issue of allocation of FSPs to the IoT devices is sifted with game-theoretic idea so that utility maximizing agents may be benign. In this scenario, we have multiple IoT devices and multiple FSPs, and the IoT devices give preference ordering over the subset of FSPs. Given such a scenario, the goal is to allocate at most one FSP to each of the IoT devices. We propose mechanisms based on the theory of mechanism design without money to allocate FSPs to the IoT devices. The proposed mechanisms have been designed in a flexible manner to address the long and short duration access of the FSPs to the IoT devices. For analytical results, we have proved the economic robustness, and probabilistic analyses have been carried out for allocation of IoT devices to the FSPs. In simulation, mechanism efficiency is laid out under different scenarios with an implementation in Python. |
format | Online Article Text |
id | pubmed-7730117 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77301172020-12-12 Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† Bandyopadhyay, Anjan Kumar Singh, Vikash Mukhopadhyay, Sajal Rai, Ujjwal Xhafa, Fatos Krause, Paul Sensors (Basel) Article In the Internet of Things (IoT) + Fog + Cloud architecture, with the unprecedented growth of IoT devices, one of the challenging issues that needs to be tackled is to allocate Fog service providers (FSPs) to IoT devices, especially in a game-theoretic environment. Here, the issue of allocation of FSPs to the IoT devices is sifted with game-theoretic idea so that utility maximizing agents may be benign. In this scenario, we have multiple IoT devices and multiple FSPs, and the IoT devices give preference ordering over the subset of FSPs. Given such a scenario, the goal is to allocate at most one FSP to each of the IoT devices. We propose mechanisms based on the theory of mechanism design without money to allocate FSPs to the IoT devices. The proposed mechanisms have been designed in a flexible manner to address the long and short duration access of the FSPs to the IoT devices. For analytical results, we have proved the economic robustness, and probabilistic analyses have been carried out for allocation of IoT devices to the FSPs. In simulation, mechanism efficiency is laid out under different scenarios with an implementation in Python. MDPI 2020-11-26 /pmc/articles/PMC7730117/ /pubmed/33256006 http://dx.doi.org/10.3390/s20236761 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bandyopadhyay, Anjan Kumar Singh, Vikash Mukhopadhyay, Sajal Rai, Ujjwal Xhafa, Fatos Krause, Paul Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title | Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title_full | Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title_fullStr | Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title_full_unstemmed | Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title_short | Matching IoT Devices to the Fog Service Providers: A Mechanism Design Perspective† |
title_sort | matching iot devices to the fog service providers: a mechanism design perspective† |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730117/ https://www.ncbi.nlm.nih.gov/pubmed/33256006 http://dx.doi.org/10.3390/s20236761 |
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