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mCloud: A Context-Aware Offloading Framework for Heterogeneous Mobile Cloud

delete2017-09-01
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PRE
AI
B
Bowen Zhou *
A
Amir Vahid Dastjerdi
R
Rodrigo N. Calheiros
S
Satish Narayana Srirama
R
Rajkumar Buyya
DOI:10.1109/TSC.2015.2511002delete
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摘要

摘要

En 中文
Mobile cloud computing (MCC) has become a significant paradigm for bringing the benefits of cloud computing to mobile devices' proximity. Service availability along with performance enhancement and energy efficiency are primary targets in MCC. This paper proposes a code offloading framework, called mCloud, which consists of mobile devices, nearby cloudlets and public cloud services, to improve the performance and availability of the MCC services. The effect of the mobile device context (e.g., network conditions) on offloading decisions is studied by proposing a context-aware offloading decision algorithm aiming to provide code offloading decisions at runtime on selecting wireless medium and appropriate cloud resources for offloading. We also investigate failure detection and recovery policies for our mCloud system. We explain in details the design and implementation of the mCloud prototype framework. We conduct real experiments on the implemented system to evaluate the performance of the algorithm. Results indicate the system and embedded decision algorithm are able to provide decisions on selecting wireless medium and cloud resources based on different context of the mobile devices, and achieve significant reduction on makespan and energy, with the improved service availability when compared with existing offloading schemes.
Keyword:
Mobile cloud computing
code offloading framework
context-awareness

期刊

IEEE Transactions on Services Computing 封面图
IEEE Transactions on Services Computing
IF:
5.8
论文数:
2.1K
被引数:
6.5K

机构

U
University of Tartu
学者数:
1.1W
论文数: 7.5K
被引数: 1.5W
U
university of melbourne
学者数:
5.7W
论文数: 5.4W
被引数: 69
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