DocumentCode
2293618
Title
Optimal admission control policy for mobile cloud computing hotspot with cloudlet
Author
Hoang, Dinh Thai ; Niyato, Dusit ; Wang, Ping
Author_Institution
Sch. of Comput. Eng., Nanyang Technol. Univ. (NTU), Singapore, Singapore
fYear
2012
fDate
1-4 April 2012
Firstpage
3145
Lastpage
3149
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
Markov processes; cloud computing; control engineering computing; decision theory; linear programming; mobile computing; numerical analysis; optimal control; quality of service; resource allocation; telecommunication congestion control; MCC hotspot; QoS; SMDP; adaptive resource allocation; bandwidth; cloudlet; dynamic resource sharing; linear programming model; mobile cloud computing hotspot; mobile user; optimal admission control policy; optimization model; quality of service; resource constraints; semi-Markov decision process; server; Admission control; Bandwidth; Cloud computing; Mobile communication; Resource management; Servers; Cloudlet; Markov Decision Process; Mobile Cloud; admission control; blocking probability; resource allocation;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location
Shanghai
ISSN
1525-3511
Print_ISBN
978-1-4673-0436-8
Type
conf
DOI
10.1109/WCNC.2012.6214347
Filename
6214347
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