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
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;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214347