![](/images/graphics-bg.png)
Profit Optimization in SLA-Aware Cloud Services with a Finite Capacity Queuing Model
Joint Authors
Chiang, Yi-Ju
Ouyang, Yen-Chieh
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-05
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Cloud computing realizes a utility computing paradigm by offering shared resources through an Internet-based computing.
However, how a system control can enhance profit and simultaneously satisfy the service level agreements (SLAs) has become one of the major interests for cloud providers.
In this paper, a cloud server farm provided with finite capacity is modeled as an M/M/R/K queuing system.
Revenue losses are estimated according to the system controls and impatient customer behaviors.
Three important issues are solved in this paper.
First, a profit function is developed in which both the system blocking loss and the user abandonment loss are evaluated in total revenue.
A tradeoff between meeting system performances and reducing operating costs is conducted.
Second, the effects of system capacity control and utilization on various performances of waiting time, loss probability, and final arrival rate are demonstrated.
Finally, the proposed optimal profit control (OPC) policy allows a cloud provider to make the optimal decision in the number of servers and system capacity, so as to maximize profit.
As compared to a system without applying the OPC policy, enhancing providers’ profit and improving system performances can be obtained.
American Psychological Association (APA)
Chiang, Yi-Ju& Ouyang, Yen-Chieh. 2014. Profit Optimization in SLA-Aware Cloud Services with a Finite Capacity Queuing Model. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-479364
Modern Language Association (MLA)
Chiang, Yi-Ju& Ouyang, Yen-Chieh. Profit Optimization in SLA-Aware Cloud Services with a Finite Capacity Queuing Model. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-479364
American Medical Association (AMA)
Chiang, Yi-Ju& Ouyang, Yen-Chieh. Profit Optimization in SLA-Aware Cloud Services with a Finite Capacity Queuing Model. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-479364
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-479364