A Dynamic Resource Scheduling Method Based on Fuzzy Control Theory in Cloud Environment
Joint Authors
Chen, Zhijia
Zhu, Yuanchang
Di, Yanqiang
Feng, Shaochong
Source
Journal of Control Science and Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-24
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
The resources in cloud environment have features such as large-scale, diversity, and heterogeneity.
Moreover, the user requirements for cloud computing resources are commonly characterized by uncertainty and imprecision.
Hereby, to improve the quality of cloud computing service, not merely should the traditional standards such as cost and bandwidth be satisfied, but also particular emphasis should be laid on some extended standards such as system friendliness.
This paper proposes a dynamic resource scheduling method based on fuzzy control theory.
Firstly, the resource requirements prediction model is established.
Then the relationships between resource availability and the resource requirements are concluded.
Afterwards fuzzy control theory is adopted to realize a friendly match between user needs and resources availability.
Results show that this approach improves the resources scheduling efficiency and the quality of service (QoS) of cloud computing.
American Psychological Association (APA)
Chen, Zhijia& Zhu, Yuanchang& Di, Yanqiang& Feng, Shaochong. 2015. A Dynamic Resource Scheduling Method Based on Fuzzy Control Theory in Cloud Environment. Journal of Control Science and Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1067769
Modern Language Association (MLA)
Chen, Zhijia…[et al.]. A Dynamic Resource Scheduling Method Based on Fuzzy Control Theory in Cloud Environment. Journal of Control Science and Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1067769
American Medical Association (AMA)
Chen, Zhijia& Zhu, Yuanchang& Di, Yanqiang& Feng, Shaochong. A Dynamic Resource Scheduling Method Based on Fuzzy Control Theory in Cloud Environment. Journal of Control Science and Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1067769
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1067769