Optimal resource allocation for multimedia application in single and multiple cloud computing service providers

Author

Do, Cuong T. ; Do, Duy T. ; Tran, Nghi H. ; Tran, Dai H. ; Kyi Thar ; Choong Seon Hong

Author_Institution

Dept. of Comput. Enginneering, Kuyng Hee Univ., Yongin, South Korea

fYear

2014

fDate

17-19 Sept. 2014

Firstpage

1

Lastpage

4

Abstract

In this paper, we optimize resource allocation for multimedia cloud based on queuing model. Specifically, we optimize the resource allocation in both single multimedia service provider (MSP) scenario and multiple MSPs scenario. In each scenario, we formulate and solve the MSPs´ revenue maximization problem under eviction probability constraint of users. Numerical results demonstrate that the proposed optimal allocation scheme can optimally utilize the cloud resources to achieve a maximum revenue.

Keywords

cloud computing; multimedia computing; optimisation; probability; resource allocation; MSP; maximization; multimedia application; multimedia cloud; multimedia service provider; multiple cloud computing service provider; optimal resource allocation; optimization; probability constraint; queuing model; single cloud computing service provider; Cloud computing; Computational modeling; Multimedia communication; Multimedia computing; Quality of service; Resource management; Servers;

fLanguage

English

Publisher

ieee

Conference_Titel

Network Operations and Management Symposium (APNOMS), 2014 16th Asia-Pacific

Conference_Location

Hsinchu

Type

conf

DOI

10.1109/APNOMS.2014.6996600

Filename

6996600