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Optimal Service Distribution in WSN Service System Subject to Data Security Constraints

Services composition technology provides a flexible approach to building Wireless Sensor Network (WSN) Service Applications (WSA) in a service oriented tasking system for WSN. Maintaining the data security of WSA is one of the most important goals in sensor network research. In this paper, we consid...

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Detalles Bibliográficos
Autores principales: Wu, Zhao, Xiong, Naixue, Huang, Yannong, Gu, Qiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179062/
https://www.ncbi.nlm.nih.gov/pubmed/25093346
http://dx.doi.org/10.3390/s140814180
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author Wu, Zhao
Xiong, Naixue
Huang, Yannong
Gu, Qiong
author_facet Wu, Zhao
Xiong, Naixue
Huang, Yannong
Gu, Qiong
author_sort Wu, Zhao
collection PubMed
description Services composition technology provides a flexible approach to building Wireless Sensor Network (WSN) Service Applications (WSA) in a service oriented tasking system for WSN. Maintaining the data security of WSA is one of the most important goals in sensor network research. In this paper, we consider a WSN service oriented tasking system in which the WSN Services Broker (WSB), as the resource management center, can map the service request from user into a set of atom-services (AS) and send them to some independent sensor nodes (SN) for parallel execution. The distribution of ASs among these SNs affects the data security as well as the reliability and performance of WSA because these SNs can be of different and independent specifications. By the optimal service partition into the ASs and their distribution among SNs, the WSB can provide the maximum possible service reliability and/or expected performance subject to data security constraints. This paper proposes an algorithm of optimal service partition and distribution based on the universal generating function (UGF) and the genetic algorithm (GA) approach. The experimental analysis is presented to demonstrate the feasibility of the suggested algorithm.
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spelling pubmed-41790622014-10-02 Optimal Service Distribution in WSN Service System Subject to Data Security Constraints Wu, Zhao Xiong, Naixue Huang, Yannong Gu, Qiong Sensors (Basel) Article Services composition technology provides a flexible approach to building Wireless Sensor Network (WSN) Service Applications (WSA) in a service oriented tasking system for WSN. Maintaining the data security of WSA is one of the most important goals in sensor network research. In this paper, we consider a WSN service oriented tasking system in which the WSN Services Broker (WSB), as the resource management center, can map the service request from user into a set of atom-services (AS) and send them to some independent sensor nodes (SN) for parallel execution. The distribution of ASs among these SNs affects the data security as well as the reliability and performance of WSA because these SNs can be of different and independent specifications. By the optimal service partition into the ASs and their distribution among SNs, the WSB can provide the maximum possible service reliability and/or expected performance subject to data security constraints. This paper proposes an algorithm of optimal service partition and distribution based on the universal generating function (UGF) and the genetic algorithm (GA) approach. The experimental analysis is presented to demonstrate the feasibility of the suggested algorithm. MDPI 2014-08-04 /pmc/articles/PMC4179062/ /pubmed/25093346 http://dx.doi.org/10.3390/s140814180 Text en © 2014 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 license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Wu, Zhao
Xiong, Naixue
Huang, Yannong
Gu, Qiong
Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title_full Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title_fullStr Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title_full_unstemmed Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title_short Optimal Service Distribution in WSN Service System Subject to Data Security Constraints
title_sort optimal service distribution in wsn service system subject to data security constraints
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179062/
https://www.ncbi.nlm.nih.gov/pubmed/25093346
http://dx.doi.org/10.3390/s140814180
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