Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)

INTRODUCTION: The principle of Internet of Things (IoT) completely concentrates on integrating heterogeneous entities for establishing seamless cooperation among virtual and physical entities. IoT has facilitated a paradigm shift of the Internet from collaborating networks to physical w...

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Autores principales:	S. Karthick, N. Gomathi
Formato:	article
Lenguaje:	EN
Publicado:	European Alliance for Innovation (EAI) 2022
Materias:	internet-of-things (iot) resource allocation sparrow search algorithm gateways optimization search space Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/0ace9574c834421da1b3a363a14b64b8
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spelling	oai:doaj.org-article:0ace9574c834421da1b3a363a14b64b82021-11-30T11:07:32ZSparrow Search Algorithm-based Resource Management in Internet of Things (IoT)2032-944X10.4108/eai.13-5-2021.169915https://doaj.org/article/0ace9574c834421da1b3a363a14b64b82022-01-01T00:00:00Zhttps://eudl.eu/pdf/10.4108/eai.13-5-2021.169915https://doaj.org/toc/2032-944XINTRODUCTION: The principle of Internet of Things (IoT) completely concentrates on integrating heterogeneous entities for establishing seamless cooperation among virtual and physical entities. IoT has facilitated a paradigm shift of the Internet from collaborating networks to physical world interaction. The IoT devices are potent in sensing, processing, communicating and data storing that are derived from the physical world. The majority of the IoT applications are considered to be pervasive in characteristics and face huge challenges due to unattended IoT devices and constrained resources.OBJECTIVES: The proposed Sparrow Search Algorithm-based Resource Management (SSARM) targets on the potential assignment of resources to gateways in an IoT environment with better establishment in maintaining the tradeoff between intensification and diversification. It concentrates on the reduction of total data transmission cost in the IoT environment. METHODS: In this paper, Sparrow Search Algorithm-based Resource Management (SSARM) is proposed based on the inspired by the foraging, group wisdom and anti-predation characteristics of sparrow for potential assignment of multiple resources to gateways in IoT. This SSARM balances the degree of exploitation and exploration in the optimization search space to an acceptable level. RESULTS: The simulation results of this proposed SSARM confirmed better throughput of 23.82%, reduced delay of 18.21% and minimized energy consumption of 20.28% when compared to the existing schemes. CONCLUSION: This SSARM offers better accuracy in stability, convergence rate, precision in searching and preventing the value of local point of optimality.S. KarthickN. GomathiEuropean Alliance for Innovation (EAI)articleinternet-of-things (iot)resource allocation sparrow search algorithmgatewaysoptimization search spaceScienceQMathematicsQA1-939Electronic computers. Computer scienceQA75.5-76.95ENEAI Endorsed Transactions on Energy Web, Vol 9, Iss 37 (2022)
institution	DOAJ
collection	DOAJ
language	EN
topic	internet-of-things (iot) resource allocation sparrow search algorithm gateways optimization search space Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95
spellingShingle	internet-of-things (iot) resource allocation sparrow search algorithm gateways optimization search space Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95 S. Karthick N. Gomathi Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
description	INTRODUCTION: The principle of Internet of Things (IoT) completely concentrates on integrating heterogeneous entities for establishing seamless cooperation among virtual and physical entities. IoT has facilitated a paradigm shift of the Internet from collaborating networks to physical world interaction. The IoT devices are potent in sensing, processing, communicating and data storing that are derived from the physical world. The majority of the IoT applications are considered to be pervasive in characteristics and face huge challenges due to unattended IoT devices and constrained resources.OBJECTIVES: The proposed Sparrow Search Algorithm-based Resource Management (SSARM) targets on the potential assignment of resources to gateways in an IoT environment with better establishment in maintaining the tradeoff between intensification and diversification. It concentrates on the reduction of total data transmission cost in the IoT environment. METHODS: In this paper, Sparrow Search Algorithm-based Resource Management (SSARM) is proposed based on the inspired by the foraging, group wisdom and anti-predation characteristics of sparrow for potential assignment of multiple resources to gateways in IoT. This SSARM balances the degree of exploitation and exploration in the optimization search space to an acceptable level. RESULTS: The simulation results of this proposed SSARM confirmed better throughput of 23.82%, reduced delay of 18.21% and minimized energy consumption of 20.28% when compared to the existing schemes. CONCLUSION: This SSARM offers better accuracy in stability, convergence rate, precision in searching and preventing the value of local point of optimality.
format	article
author	S. Karthick N. Gomathi
author_facet	S. Karthick N. Gomathi
author_sort	S. Karthick
title	Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
title_short	Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
title_full	Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
title_fullStr	Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
title_full_unstemmed	Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)
title_sort	sparrow search algorithm-based resource management in internet of things (iot)
publisher	European Alliance for Innovation (EAI)
publishDate	2022
url	https://doaj.org/article/0ace9574c834421da1b3a363a14b64b8
work_keys_str_mv	AT skarthick sparrowsearchalgorithmbasedresourcemanagementininternetofthingsiot AT ngomathi sparrowsearchalgorithmbasedresourcemanagementininternetofthingsiot
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Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)

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