个人信息Personal Information
副教授
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:计算机科学与技术学院
学科:计算机应用技术
办公地点:创新园大厦A826
联系方式:rjk@dlut.edu.cn
电子邮箱:rjk@dlut.edu.cn
Utility Aware Task Offloading for Mobile Edge Computing
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论文类型:会议论文
发表时间:2019-01-01
收录刊物:EI、CPCI-S
卷号:11604
页面范围:547-555
摘要:Mobile edge computing (MEC) casts the computation-intensive and delay-sensitive applications of mobiles on the network edges. Task offloading incurs extra communication latency and energy cost, and extensive efforts have been focused on the offloading scheme. To achieve satisfactory quality of experience, many metrics of the system utility are defined. However, most existing works overlook the balancing between the throughput and fairness. This paper investigates the problem of seeking optimal offloading scheme and the objective of the optimization is to maximize the system utility for leveraging between throughput and fairness. Based on KKT condition, we analyze the expectation of time complexity for deriving the optimal scheme. We provide an increment based greedy approximation algorithm with 1+1/e-1 ratio. Experimental results show that the proposed algorithm has better performance.