Dynamic offloading for energy-aware scheduling in a mobile cloud

被引:10
|
作者
Lu, Junwen [1 ]
Yongsheng, Hao [2 ,3 ]
Wu, Kesou [1 ]
Chen, Yuming [1 ,4 ]
Wang, Qin [2 ]
机构
[1] Xiamen Univ Technol, Sch Comp & Informat Engn, Xiamen, Peoples R China
[2] Nanjing Univ Informat Sci Technol, Network Ctr, Nanjing, Peoples R China
[3] Nanjing Univ Informat Sci Technol, Sch Math & Stat, Nanjing 210044, Peoples R China
[4] E Success Informat Technol Co Ltd, Xiamen 361024, Peoples R China
关键词
Mobile cloud computing; Energy consumption; Offloading; Tradeoff; RESOURCE-ALLOCATION; COMPUTATION; STRATEGIES; ALGORITHM; POLICY;
D O I
10.1016/j.jksuci.2022.03.029
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) brings rich computational resources to mobile users, network operators, and cloud computing providers. The battery capacity of mobile devices poses several complex challenges, hence it is necessary to save energy by offloading applications to the remote cloud resources, especially when the scheduling is in a dynamic mobile cloud computing environment. To make a tradeoff decision involving energy consumption, deadline, and the system load, we proposed an iterated greedy taboo-mechanism algorithm (IGTMA) to solve the above issues in MCC environment. Compared to state-of-art approaches such as Adaptive First Come First Served (AFCFS), Minimize Execution Time (MINET), and tradeoff decisions for code offloading (TRADEOFF), the simulation experiment results show that our proposed IGTMA reduces energy consumption and enhances the number of finished jobs. (C) 2022 The Authors. Published by Elsevier B.V. on behalf of King Saud University.
引用
收藏
页码:3167 / 3177
页数:11
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