Dynamic fairness evaluation framework for cloud computing
Dynamic fairness evaluation framework (DFE) was given according to the dynamic features of resources in cloud environment. In DFE, the factors of fairness, efficiency and time were introduced, and the allocation results were processed into numeric values, which could measure the fairness of allocati...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2014-07-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.07.017/ |
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| _version_ | 1841539757908164608 |
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| author | Di LU Jian-feng MA Yi-chuan WANG ing XIN Xian-jia MENG |
| author_facet | Di LU Jian-feng MA Yi-chuan WANG ing XIN Xian-jia MENG |
| author_sort | Di LU |
| collection | DOAJ |
| description | Dynamic fairness evaluation framework (DFE) was given according to the dynamic features of resources in cloud environment. In DFE, the factors of fairness, efficiency and time were introduced, and the allocation results were processed into numeric values, which could measure the fairness of allocation algorithms quantificationally. Two typical dynamic factors in cloud environment are considered, dynamic resource demands of virtual nodes and dynamic quantity of virtual node number. Then, two sub-models are established for both of the dynamic factors, with which DFE is finally derived. Both of the sub-models and DFE are analyzed, and evaluated with several typical resource allocation algorithms. The experimental results prove that DFE can effectively provide a measurement for allocation fairness evaluation in the case of both dynamic resource demands and node number. |
| format | Article |
| id | doaj-art-acb54a0578314ce3ad4f74ce2aa9a03d |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-acb54a0578314ce3ad4f74ce2aa9a03d2025-01-14T06:43:49ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-07-013514015059682898Dynamic fairness evaluation framework for cloud computingDi LUJian-feng MAYi-chuan WANGing XINXian-jia MENGDynamic fairness evaluation framework (DFE) was given according to the dynamic features of resources in cloud environment. In DFE, the factors of fairness, efficiency and time were introduced, and the allocation results were processed into numeric values, which could measure the fairness of allocation algorithms quantificationally. Two typical dynamic factors in cloud environment are considered, dynamic resource demands of virtual nodes and dynamic quantity of virtual node number. Then, two sub-models are established for both of the dynamic factors, with which DFE is finally derived. Both of the sub-models and DFE are analyzed, and evaluated with several typical resource allocation algorithms. The experimental results prove that DFE can effectively provide a measurement for allocation fairness evaluation in the case of both dynamic resource demands and node number.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.07.017/resource allocationfairness evaluationcloud computing |
| spellingShingle | Di LU Jian-feng MA Yi-chuan WANG ing XIN Xian-jia MENG Dynamic fairness evaluation framework for cloud computing Tongxin xuebao resource allocation fairness evaluation cloud computing |
| title | Dynamic fairness evaluation framework for cloud computing |
| title_full | Dynamic fairness evaluation framework for cloud computing |
| title_fullStr | Dynamic fairness evaluation framework for cloud computing |
| title_full_unstemmed | Dynamic fairness evaluation framework for cloud computing |
| title_short | Dynamic fairness evaluation framework for cloud computing |
| title_sort | dynamic fairness evaluation framework for cloud computing |
| topic | resource allocation fairness evaluation cloud computing |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.07.017/ |
| work_keys_str_mv | AT dilu dynamicfairnessevaluationframeworkforcloudcomputing AT jianfengma dynamicfairnessevaluationframeworkforcloudcomputing AT yichuanwang dynamicfairnessevaluationframeworkforcloudcomputing AT ingxin dynamicfairnessevaluationframeworkforcloudcomputing AT xianjiameng dynamicfairnessevaluationframeworkforcloudcomputing |