Adaptive Application Offloading Decision and Transmission Scheduling for Mobile Cloud Computing

被引:17
作者
Junyi Wang [1 ,2 ]
Jie Peng [3 ]
Yanheng Wei [4 ]
Didi Liu [3 ]
Jielin Fu [1 ]
机构
[1] Guangxi Key Lab of Wireless Wideband Communication & Signal Processing
[2] Sciand Techon InfoTransmission and Dissemination in Communication Networks Lab
[3] School of Telecommunication Engineering Xi'an University
[4] Shanghai Astronomical Observatory,Chinese Academy of Sciences
关键词
D O I
暂无
中图分类号
TN929.5 [移动通信]; TP3 [计算技术、计算机技术];
学科分类号
080201 [机械制造及其自动化]; 080804 [电力电子与电力传动];
摘要
Offloading application to cloud can augment mobile devices' computation capabilities for the emerging resource-hungry mobile application, however it can also consume both much time and energy for mobile device offloading application remotely to cloud. In this paper, we develop a newly adaptive application offloading decision-transmission scheduling scheme which can solve above problem efficiently. Specifically, we first propose an adaptive application offloading model which allows multiple target clouds coexisting. Second, based on Lyapunov optimization theory, a low complexity adaptive offloading decision-transmission scheduling scheme has been proposed. And the performance analysis is also given. Finally, simulation results show that,compared with that all applications are executed locally, mobile device can save 68.557% average execution time and 67.095% average energy consumption under situations.
引用
收藏
页码:169 / 181
页数:13
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[1]
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[2]
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