Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning
A reliability assessment method based on evidential reasoning (ER) rule and semiquantitative information is proposed in this paper, where a new reliability assessment architecture including four aspects with both quantitative data and qualitative knowledge is established. The assessment architecture...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2016-01-01
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| Series: | Journal of Control Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2016/2670210 |
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| _version_ | 1849402372548198400 |
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| author | Hang Wei Pei-Li Qiao |
| author_facet | Hang Wei Pei-Li Qiao |
| author_sort | Hang Wei |
| collection | DOAJ |
| description | A reliability assessment method based on evidential reasoning (ER) rule and semiquantitative information is proposed in this paper, where a new reliability assessment architecture including four aspects with both quantitative data and qualitative knowledge is established. The assessment architecture is more objective in describing complex dynamic cloud computing environment than that in traditional method. In addition, the ER rule which has good performance for multiple attribute decision making problem is employed to integrate different types of the attributes in assessment architecture, which can obtain more accurate assessment results. The assessment results of the case study in an actual cloud computing platform verify the effectiveness and the advantage of the proposed method. |
| format | Article |
| id | doaj-art-881bf66a8cf24ad3b1818b2c8b1fcfab |
| institution | Kabale University |
| issn | 1687-5249 1687-5257 |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Control Science and Engineering |
| spelling | doaj-art-881bf66a8cf24ad3b1818b2c8b1fcfab2025-08-20T03:37:33ZengWileyJournal of Control Science and Engineering1687-52491687-52572016-01-01201610.1155/2016/26702102670210Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential ReasoningHang Wei0Pei-Li Qiao1School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, Heilongjiang, ChinaSchool of Computer Science and Technology, Harbin University of Science and Technology, Harbin, Heilongjiang, ChinaA reliability assessment method based on evidential reasoning (ER) rule and semiquantitative information is proposed in this paper, where a new reliability assessment architecture including four aspects with both quantitative data and qualitative knowledge is established. The assessment architecture is more objective in describing complex dynamic cloud computing environment than that in traditional method. In addition, the ER rule which has good performance for multiple attribute decision making problem is employed to integrate different types of the attributes in assessment architecture, which can obtain more accurate assessment results. The assessment results of the case study in an actual cloud computing platform verify the effectiveness and the advantage of the proposed method.http://dx.doi.org/10.1155/2016/2670210 |
| spellingShingle | Hang Wei Pei-Li Qiao Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning Journal of Control Science and Engineering |
| title | Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning |
| title_full | Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning |
| title_fullStr | Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning |
| title_full_unstemmed | Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning |
| title_short | Reliability Assessment of Cloud Computing Platform Based on Semiquantitative Information and Evidential Reasoning |
| title_sort | reliability assessment of cloud computing platform based on semiquantitative information and evidential reasoning |
| url | http://dx.doi.org/10.1155/2016/2670210 |
| work_keys_str_mv | AT hangwei reliabilityassessmentofcloudcomputingplatformbasedonsemiquantitativeinformationandevidentialreasoning AT peiliqiao reliabilityassessmentofcloudcomputingplatformbasedonsemiquantitativeinformationandevidentialreasoning |