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Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy
The popularity of cloud computing has made cloud services gradually become the leading computing model nowadays. The trustworthiness of cloud services depends mainly on construction processes. The trustworthiness measurement of cloud service construction processes (CSCPs) is crucial for cloud servic...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514950/ https://www.ncbi.nlm.nih.gov/pubmed/33267176 http://dx.doi.org/10.3390/e21050462 |
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author | Tilei, Gao Tong, Li Ming, Yang Rong, Jiang |
author_facet | Tilei, Gao Tong, Li Ming, Yang Rong, Jiang |
author_sort | Tilei, Gao |
collection | PubMed |
description | The popularity of cloud computing has made cloud services gradually become the leading computing model nowadays. The trustworthiness of cloud services depends mainly on construction processes. The trustworthiness measurement of cloud service construction processes (CSCPs) is crucial for cloud service developers. It can help to find out the causes of failures and to improve the development process, thereby ensuring the quality of cloud service. Herein, firstly, a trustworthiness hierarchy model of CSCP was proposed, and the influential factors of the processes were identified following the international standard ISO/IEC 12207 of the software development process.Further, a method was developed combined with the theory of information entropy and the concept of trustworthiness. It aimed to calculate the risk uncertainty and risk loss expectation affecting trustworthiness. Also, the trustworthiness of cloud service and its main construction processes were calculated. Finally, the feasibility of the measurement method were verified through a case study, and through comparing with AHP and CMM/CMMI methods, the advantages of this method were embodied. |
format | Online Article Text |
id | pubmed-7514950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75149502020-11-09 Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy Tilei, Gao Tong, Li Ming, Yang Rong, Jiang Entropy (Basel) Article The popularity of cloud computing has made cloud services gradually become the leading computing model nowadays. The trustworthiness of cloud services depends mainly on construction processes. The trustworthiness measurement of cloud service construction processes (CSCPs) is crucial for cloud service developers. It can help to find out the causes of failures and to improve the development process, thereby ensuring the quality of cloud service. Herein, firstly, a trustworthiness hierarchy model of CSCP was proposed, and the influential factors of the processes were identified following the international standard ISO/IEC 12207 of the software development process.Further, a method was developed combined with the theory of information entropy and the concept of trustworthiness. It aimed to calculate the risk uncertainty and risk loss expectation affecting trustworthiness. Also, the trustworthiness of cloud service and its main construction processes were calculated. Finally, the feasibility of the measurement method were verified through a case study, and through comparing with AHP and CMM/CMMI methods, the advantages of this method were embodied. MDPI 2019-05-02 /pmc/articles/PMC7514950/ /pubmed/33267176 http://dx.doi.org/10.3390/e21050462 Text en © 2019 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 Tilei, Gao Tong, Li Ming, Yang Rong, Jiang Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title | Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title_full | Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title_fullStr | Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title_full_unstemmed | Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title_short | Research on a Trustworthiness Measurement Method of Cloud Service Construction Processes Based on Information Entropy |
title_sort | research on a trustworthiness measurement method of cloud service construction processes based on information entropy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514950/ https://www.ncbi.nlm.nih.gov/pubmed/33267176 http://dx.doi.org/10.3390/e21050462 |
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