| Improved method of transfer close package for cloud resource clustering in cloud computing |
| Shao, Youwei
|
| 2016
|
| 发表期刊 | INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING
 |
| ISSN | 2005-4262
|
| EISSN | 2207-6379
|
| 卷号 | 9期号:12页码:341-352 |
| 摘要 | A cloud computing resource clustering framework based on fuzzy theory is constructed. There are five steps: characteristics and requirements set, data standardization process, data normalization process, fuzzy similarity matrix, cluster partition. In the clustering partition, the transitive closure method is improved, and the special elements in the fuzzy similarity matrix are used as the control points to simplify the optimization process and improve the optimization accuracy. The experimental results show that the cloud computing resource based on the improved transitive closure method is fast and the resource utilization rate is high after clustering. © 2016 SERSC. |
| 关键词 | Cloud computing
Computation theory
Fuzzy logic
Cluster partition
Data normalization
Data standardization
Fuzzy similarity matrix
Resource clustering
Resource utilizations
Special element
Transitive closure method
|
| DOI | 10.14257/ijgdc.2016.9.12.30
|
| 收录类别 | EI
; ESCI
|
| 语种 | 英语
|
| WOS研究方向 | Computer Science
|
| WOS类目 | Computer Science, Software Engineering
|
| WOS记录号 | WOS:000397939200030
|
| 出版者 | Science and Engineering Research Support Society
|
| EI入藏号 | 20170203229101
|
| EI分类号 | 721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory
; 722.4 Digital Computers and Systems
; 921.1 Algebra
|
| 原始文献类型 | Journal article (JA)
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| 出版地 | TASMANIA
|
| 引用统计 |
|
| 文献类型 | 期刊论文
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| 条目标识符 | https://ir.cqcet.edu.cn/handle/39TD4454/3181
|
| 专题 | 重庆电子科技职业大学
|
| 作者单位 | School of Applied Electronics, Chongqing College of Electronic Engineering, Chongqing, China
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| 第一作者单位 | 重庆电子科技职业大学
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推荐引用方式
GB/T 7714 |
Shao, Youwei. Improved method of transfer close package for cloud resource clustering in cloud computing[J].
INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING,2016,9(12):341-352.
|
| APA |
Shao, Youwei.(2016).Improved method of transfer close package for cloud resource clustering in cloud computing.INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING,9(12),341-352.
|
| MLA |
Shao, Youwei."Improved method of transfer close package for cloud resource clustering in cloud computing".INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING 9.12(2016):341-352.
|
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