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Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach
A significant role in the Internet of Things (IoT) will be taken by mobile and low-cost unstable devices, which autonomously self-organize and introduce highly dynamic and heterogeneous scenarios for the deployment of distributed applications. This entails the devices to cooperate to dynamically fin...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375770/ https://www.ncbi.nlm.nih.gov/pubmed/28257030 http://dx.doi.org/10.3390/s17030484 |
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author | Pilloni, Virginia Atzori, Luigi Mallus, Matteo |
author_facet | Pilloni, Virginia Atzori, Luigi Mallus, Matteo |
author_sort | Pilloni, Virginia |
collection | PubMed |
description | A significant role in the Internet of Things (IoT) will be taken by mobile and low-cost unstable devices, which autonomously self-organize and introduce highly dynamic and heterogeneous scenarios for the deployment of distributed applications. This entails the devices to cooperate to dynamically find the suitable combination of their involvement so as to improve the system reliability while following the changes in their status. Focusing on the above scenario, we propose a distributed algorithm for resources allocation that is run by devices that can perform the same task required by the applications, allowing for a flexible and dynamic binding of the requested services with the physical IoT devices. It is based on a consensus approach, which maximizes the lifetime of groups of nodes involved and ensures the fulfillment of the requested Quality of Information (QoI) requirements. Experiments have been conducted with real devices, showing an improvement of device lifetime of more than [Formula: see text] , with respect to a uniform distribution of tasks. |
format | Online Article Text |
id | pubmed-5375770 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53757702017-04-10 Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach Pilloni, Virginia Atzori, Luigi Mallus, Matteo Sensors (Basel) Article A significant role in the Internet of Things (IoT) will be taken by mobile and low-cost unstable devices, which autonomously self-organize and introduce highly dynamic and heterogeneous scenarios for the deployment of distributed applications. This entails the devices to cooperate to dynamically find the suitable combination of their involvement so as to improve the system reliability while following the changes in their status. Focusing on the above scenario, we propose a distributed algorithm for resources allocation that is run by devices that can perform the same task required by the applications, allowing for a flexible and dynamic binding of the requested services with the physical IoT devices. It is based on a consensus approach, which maximizes the lifetime of groups of nodes involved and ensures the fulfillment of the requested Quality of Information (QoI) requirements. Experiments have been conducted with real devices, showing an improvement of device lifetime of more than [Formula: see text] , with respect to a uniform distribution of tasks. MDPI 2017-03-01 /pmc/articles/PMC5375770/ /pubmed/28257030 http://dx.doi.org/10.3390/s17030484 Text en © 2017 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 Pilloni, Virginia Atzori, Luigi Mallus, Matteo Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title | Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title_full | Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title_fullStr | Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title_full_unstemmed | Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title_short | Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach |
title_sort | dynamic involvement of real world objects in the iot: a consensus-based cooperation approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375770/ https://www.ncbi.nlm.nih.gov/pubmed/28257030 http://dx.doi.org/10.3390/s17030484 |
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