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A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications

Various heterogeneous devices or objects will be integrated for transparent and seamless communication under the umbrella of Internet of things (IoT). This would facilitate the open access of data for the growth of various digital services. Building a general framework of IoT is a complex task becau...

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Autores principales: Rani, Shalli, Chauhdary, Sajjad Hussain
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263949/
https://www.ncbi.nlm.nih.gov/pubmed/30445803
http://dx.doi.org/10.3390/s18113980
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author Rani, Shalli
Chauhdary, Sajjad Hussain
author_facet Rani, Shalli
Chauhdary, Sajjad Hussain
author_sort Rani, Shalli
collection PubMed
description Various heterogeneous devices or objects will be integrated for transparent and seamless communication under the umbrella of Internet of things (IoT). This would facilitate the open access of data for the growth of various digital services. Building a general framework of IoT is a complex task because of the heterogeneity in devices, technologies, platforms and services operating in the same system. In this paper, we mainly focus on the framework for Big Data analytics in Smart City applications, which being a broad category specifies the different domains for each application. IoT is intended to support the vision of Smart City, where advance technologies will be used for communication to improve the quality of life of citizens. A novel approach is proposed in this paper to enhance energy conservation and reduce the delay in Big Data gathering at tiny sensor nodes used in IoT framework. To implement the Smart City scenario in terms of Big Data in IoT, an efficient (optimized in quality of service) wireless sensor network (WSN) is required where communication of nodes is energy efficient. Thus, a new protocol, QoS-IoT(quality of service enabled IoT), is proposed on the top layer of the proposed architecture (the five-layer architecture consists of technology, data source, data management, application and utility programs) which is validated over the traditional protocols.
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spelling pubmed-62639492018-12-12 A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications Rani, Shalli Chauhdary, Sajjad Hussain Sensors (Basel) Article Various heterogeneous devices or objects will be integrated for transparent and seamless communication under the umbrella of Internet of things (IoT). This would facilitate the open access of data for the growth of various digital services. Building a general framework of IoT is a complex task because of the heterogeneity in devices, technologies, platforms and services operating in the same system. In this paper, we mainly focus on the framework for Big Data analytics in Smart City applications, which being a broad category specifies the different domains for each application. IoT is intended to support the vision of Smart City, where advance technologies will be used for communication to improve the quality of life of citizens. A novel approach is proposed in this paper to enhance energy conservation and reduce the delay in Big Data gathering at tiny sensor nodes used in IoT framework. To implement the Smart City scenario in terms of Big Data in IoT, an efficient (optimized in quality of service) wireless sensor network (WSN) is required where communication of nodes is energy efficient. Thus, a new protocol, QoS-IoT(quality of service enabled IoT), is proposed on the top layer of the proposed architecture (the five-layer architecture consists of technology, data source, data management, application and utility programs) which is validated over the traditional protocols. MDPI 2018-11-15 /pmc/articles/PMC6263949/ /pubmed/30445803 http://dx.doi.org/10.3390/s18113980 Text en © 2018 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
Rani, Shalli
Chauhdary, Sajjad Hussain
A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title_full A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title_fullStr A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title_full_unstemmed A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title_short A Novel Framework and Enhanced QoS Big Data Protocol for Smart City Applications
title_sort novel framework and enhanced qos big data protocol for smart city applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263949/
https://www.ncbi.nlm.nih.gov/pubmed/30445803
http://dx.doi.org/10.3390/s18113980
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