Optimal admission control policy for mobile cloud computing hotspot with cloudlet
- 1 April 2012
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 3145-3149
- https://doi.org/10.1109/wcnc.2012.6214347
Abstract
We consider an admission control problem and adaptive resource allocation for running mobile applications on a cloudlet. We formulate an optimization problem for dynamic resource sharing of mobile users in mobile cloud computing (MCC) hotspot with a cloudlet as a semi-Markov decision process (SMDP). SMDP is transformed into a linear programming (LP) model and it is solved to obtain an optimal solution. In the optimization model, the quality of service (QoS) for different classes of mobile user is taken into account under resource constraints (i.e., bandwidth and server). The numerical results are presented to illustrate that the proposed admission control scheme can achieve a desirable performance and improve throughput of an MCC hotspot significantly.Keywords
This publication has 8 references indexed in Scilit:
- A survey of mobile cloud computing: architecture, applications, and approachesWireless Communications and Mobile Computing, 2011
- Mobile cloud computing educational tool for image/video processing algorithmsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2011
- Research on Resource Management for Cloud Computing Based Information SystemPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Adaptive resource allocation for media services based on semi-Markov decision processPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Video based mobile location search with large set of SIFT points in cloudPublished by Association for Computing Machinery (ACM) ,2010
- The Case for VM-Based Cloudlets in Mobile ComputingIEEE Pervasive Computing, 2009
- Saving portable computer battery power through remote process executionACM SIGMOBILE Mobile Computing and Communications Review, 1998
- Markov Decision ProcessesWiley Series in Probability and Statistics, 1994