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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. <\/jats:p>","DOI":"10.1155\/2013\/181426","type":"journal-article","created":{"date-parts":[[2013,4,18]],"date-time":"2013-04-18T21:05:42Z","timestamp":1366319142000},"page":"181426","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":17,"title":["Adaptive Computing Resource Allocation for Mobile Cloud Computing"],"prefix":"10.1177","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6258-0595","authenticated-orcid":false,"given":"Hongbin","family":"Liang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Information Security, Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China"},{"name":"School of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyi","family":"Xing","sequence":"additional","affiliation":[{"name":"Arizona State University, 699 S Mill Avenue, Suite 464, Tempe, AZ 85281, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin X.","family":"Cai","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada, N2L 3G1"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dijiang","family":"Huang","sequence":"additional","affiliation":[{"name":"Arizona State University, 699 S Mill Avenue, Suite 464, Tempe, AZ 85281, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daiyuan","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan 610031, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Software and Microelectronics, Peking University, Beijing 102600, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2013,4,18]]},"reference":[{"volume-title":"Proceedings of 5th IEEE International Symposium on Service-Oriented System Engineering","author":"Huang D.","key":"B3-2013-181426"},{"volume-title":"Proceedings of the 1st International Conference for Cloud Computing (CloudCom '09)","author":"Li X. 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