Title :
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
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;
Conference_Titel :
Network Operations and Management Symposium (APNOMS), 2014 16th Asia-Pacific
Conference_Location :
Hsinchu
DOI :
10.1109/APNOMS.2014.6996600
