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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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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. |
format | Online Article Text |
id | pubmed-4179062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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