Adaptive Computing Resource Allocation for Mobile Cloud Computing
Joint Authors
Cai, Lin X.
Liang, Hongbin
Huang, Dijiang
Xing, Tianyi
Liu, Yan
Peng, Daiyuan
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2013, Issue - (31 Dec. 2013), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-18
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
Mobile cloud computing (MCC) enables mobile devices to outsource their computing, storage and other tasks onto the cloud to achieve more capacities and higher performance.
One of the most critical research issues is how the cloud can efficiently handle the possible overwhelming requests from mobile users when the cloud resource is limited.
In this paper, a novel MCC adaptive resource allocation model is proposed to achieve the optimal resource allocation in terms of the maximal overall system reward by considering both cloud and mobile devices.
To achieve this goal, we model the adaptive resource allocation as a semi-Markov decision process (SMDP) to capture the dynamic arrivals and departures of resource requests.
Extensive simulations are conducted to demonstrate that our proposed model can achieve higher system reward and lower service blocking probability compared to traditional approaches based on greedy resource allocation algorithm.
Performance comparisons with various MCC resource allocation schemes are also provided.
American Psychological Association (APA)
Liang, Hongbin& Xing, Tianyi& Cai, Lin X.& Huang, Dijiang& Peng, Daiyuan& Liu, Yan. 2013. Adaptive Computing Resource Allocation for Mobile Cloud Computing. International Journal of Distributed Sensor Networks،Vol. 2013, no. -, pp.1-14.
https://search.emarefa.net/detail/BIM-452424
Modern Language Association (MLA)
Liang, Hongbin…[et al.]. Adaptive Computing Resource Allocation for Mobile Cloud Computing. International Journal of Distributed Sensor Networks Vol. 2013, pp.1-14.
https://search.emarefa.net/detail/BIM-452424
American Medical Association (AMA)
Liang, Hongbin& Xing, Tianyi& Cai, Lin X.& Huang, Dijiang& Peng, Daiyuan& Liu, Yan. Adaptive Computing Resource Allocation for Mobile Cloud Computing. International Journal of Distributed Sensor Networks. 2013. Vol. 2013, no. -, pp.1-14.
https://search.emarefa.net/detail/BIM-452424
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-452424