A Context Sensitive Offloading Scheme for Mobile Cloud Computing Service

被引:86
|
作者
Zhou, Bowen [1 ]
Dastjerdi, Amir Vahid [1 ]
Calheiros, Rodrigo N. [1 ]
Srirama, Satish Narayana [2 ]
Buyya, Rajkumar [1 ]
机构
[1] Univ Melbourne, Dept Comp & Informat Syst, Cloud Comp & Distributed Syst CLOUDS Lab, Melbourne, Vic 3010, Australia
[2] Univ Tartu, Inst Comp Sci, Mobile Cloud Lab, Tartu, Estonia
关键词
D O I
10.1109/CLOUD.2015.119
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile cloud computing (MCC) has drawn significant research attention as the popularity and capability of mobile devices have been improved in recent years. In this paper, we propose a prototype MCC offloading system that considers multiple cloud resources such as mobile ad-hoc network, cloudlet and public clouds to provide a adaptive MCC service. We propose a context-aware offloading decision algorithm aiming to provide code offloading decisions at runtime on selecting wireless medium and which potential cloud resources as the offloading location based on the device context. We also conduct real experiments on the implemented system to evaluate the performance of the algorithm. Results indicate the system and embedded decision algorithm can select suitable wireless medium and cloud resources based on different context of the mobile devices, and achieve significant performance improvement.
引用
收藏
页码:869 / 876
页数:8
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