User Utility Oriented Queuing Model for Resource Allocation in Cloud Environment
Joint Authors
Source
Journal of Electrical and Computer Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-19
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Resource allocation is one of the most important research topics in servers.
In the cloud environment, there are massive hardware resources of different kinds, and many kinds of services are usually run on virtual machines of the cloud server.
In addition, cloud environment is commercialized, and economical factor should also be considered.
In order to deal with commercialization and virtualization of cloud environment, we proposed a user utility oriented queuing model for task scheduling.
Firstly, we modeled task scheduling in cloud environment as an M/M/1 queuing system.
Secondly, we classified the utility into time utility and cost utility and built a linear programming model to maximize total utility for both of them.
Finally, we proposed a utility oriented algorithm to maximize the total utility.
Massive experiments validate the effectiveness of our proposed model.
American Psychological Association (APA)
Zhang, Zhe& Li, Ying. 2015. User Utility Oriented Queuing Model for Resource Allocation in Cloud Environment. Journal of Electrical and Computer Engineering،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1068084
Modern Language Association (MLA)
Zhang, Zhe& Li, Ying. User Utility Oriented Queuing Model for Resource Allocation in Cloud Environment. Journal of Electrical and Computer Engineering No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1068084
American Medical Association (AMA)
Zhang, Zhe& Li, Ying. User Utility Oriented Queuing Model for Resource Allocation in Cloud Environment. Journal of Electrical and Computer Engineering. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1068084
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1068084