Context-aware computation offloading for mobile edge computing

被引:15
|
作者
Farahbakhsh, Fariba [1 ]
Shahidinejad, Ali [1 ]
Ghobaei-Arani, Mostafa [1 ]
机构
[1] Islamic Azad Univ, Qom Branch, Dept Comp Engn, Qom, Iran
关键词
Computation offloading; Mobile edge computing; Context‐ aware; OPTIMIZATION; ALLOCATION;
D O I
10.1007/s12652-021-03030-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Along with the rise of mobile devices, the resource demands of respective applications grow. However, mobile devices have limited computation and storage resources. Computation offloading is a prominent solution to overcome the limitations. However, current approaches fail to address the complexity caused by quickly and constantly changing context conditions in mobile edge computing. In this paper, the contexts are gathered and processed using Monitor-Analysis-Plan-Execution (MAPE) loop for making offloading decisions. The results show that the proposed context-aware approach outperforms local computing and offloading without considering context approaches in terms of delay, energy consumption, network usage, and execution cost.
引用
收藏
页码:5123 / 5135
页数:13
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