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Research on Edge Service Composition Method Based on BAS Algorithm
Edge services are transferred data processing, application running, and implementation of some functional services from cloud central server to network edge server to provide services. Combined edge service can effectively reduce task computation in the cloud, shorten transmission distance of proces...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298179/ https://www.ncbi.nlm.nih.gov/pubmed/34335730 http://dx.doi.org/10.1155/2021/9931689 |
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author | Du, Zhoujie Miao, Huaikou |
author_facet | Du, Zhoujie Miao, Huaikou |
author_sort | Du, Zhoujie |
collection | PubMed |
description | Edge services are transferred data processing, application running, and implementation of some functional services from cloud central server to network edge server to provide services. Combined edge service can effectively reduce task computation in the cloud, shorten transmission distance of processing data, quickly decompose task of service request, and select the optimal edge service combination to provide service for users. BAS is an efficient intelligent optimization algorithm, which can achieve efficient optimization and neither need to know the specific form of function nor need gradient information. This paper designs an edge service composition model based on edge computing and proposes a method about edge service composition by BAS optimization algorithm. Our proposed method has obvious advantages in service composition efficiency compared with service composition method based on PSO or WPA heuristic algorithm. Compared with cloud service composition method, our proposed method has advantages of shorter service response time, low cost, and high quality of user experience. |
format | Online Article Text |
id | pubmed-8298179 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-82981792021-07-31 Research on Edge Service Composition Method Based on BAS Algorithm Du, Zhoujie Miao, Huaikou Comput Intell Neurosci Research Article Edge services are transferred data processing, application running, and implementation of some functional services from cloud central server to network edge server to provide services. Combined edge service can effectively reduce task computation in the cloud, shorten transmission distance of processing data, quickly decompose task of service request, and select the optimal edge service combination to provide service for users. BAS is an efficient intelligent optimization algorithm, which can achieve efficient optimization and neither need to know the specific form of function nor need gradient information. This paper designs an edge service composition model based on edge computing and proposes a method about edge service composition by BAS optimization algorithm. Our proposed method has obvious advantages in service composition efficiency compared with service composition method based on PSO or WPA heuristic algorithm. Compared with cloud service composition method, our proposed method has advantages of shorter service response time, low cost, and high quality of user experience. Hindawi 2021-07-15 /pmc/articles/PMC8298179/ /pubmed/34335730 http://dx.doi.org/10.1155/2021/9931689 Text en Copyright © 2021 Zhoujie Du and Huaikou Miao. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Du, Zhoujie Miao, Huaikou Research on Edge Service Composition Method Based on BAS Algorithm |
title | Research on Edge Service Composition Method Based on BAS Algorithm |
title_full | Research on Edge Service Composition Method Based on BAS Algorithm |
title_fullStr | Research on Edge Service Composition Method Based on BAS Algorithm |
title_full_unstemmed | Research on Edge Service Composition Method Based on BAS Algorithm |
title_short | Research on Edge Service Composition Method Based on BAS Algorithm |
title_sort | research on edge service composition method based on bas algorithm |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298179/ https://www.ncbi.nlm.nih.gov/pubmed/34335730 http://dx.doi.org/10.1155/2021/9931689 |
work_keys_str_mv | AT duzhoujie researchonedgeservicecompositionmethodbasedonbasalgorithm AT miaohuaikou researchonedgeservicecompositionmethodbasedonbasalgorithm |