DocumentCode
1795675
Title
Optimal energy management policy of a mobile cloudlet with wireless energy charging
Author
Niyato, Dusit ; Ping Wang ; Joo, Peter Chong Han ; Zhu Han ; Dong In Kim
Author_Institution
Sch. of Comput. Eng., Nanyang Technol. Univ. (NTU), Singapore, Singapore
fYear
2014
fDate
3-6 Nov. 2014
Firstpage
728
Lastpage
733
Abstract
A mobile cloudlet (also called a pocket cloudlet) is a small computing unit providing data processing and relay transmission services to other nearby mobile devices (i.e., offloading) opportunistically when its computation and communication resources are free. The mobile cloudlet can request for wireless energy transfer/charging and pay some price to a wireless charger. The mobile cloudlet can use that energy to run its own applications or process offloaded jobs, and earn some revenue from other mobile devices. In this paper, we study an energy management policy of a mobile cloudlet, which can be considered as mobile demand response management in smart grid context. Specifically, we formulate a Markov decision process for the mobile cloudlet to determine whether or not to charge its battery and to accept and process offloaded jobs. We show analytically that the optimal policy of the mobile cloudlet energy management is a threshold policy. Additionally, we can derive the power demand profile of the wireless charger serving multiple cloudlets given the optimal policy of each cloudlet.
Keywords
Markov processes; cloud computing; demand side management; inductive power transmission; mobile computing; relay networks (telecommunication); smart power grids; telecommunication power management; Markov decision process; computing unit; data processing; energy management policy; mobile cloudlet; mobile demand response management; mobile devices; offloaded jobs; pocket cloudlet; relay transmission services; smart grid; wireless charger; wireless energy charging; wireless energy transfer; Batteries; Cloud computing; Energy management; Energy states; Mobile communication; Mobile handsets; Wireless communication; Wireless energy charging; energy management; mobile cloudlet;
fLanguage
English
Publisher
ieee
Conference_Titel
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location
Venice
Type
conf
DOI
10.1109/SmartGridComm.2014.7007734
Filename
7007734
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