多用户移动边缘计算系统的信息时代分析

Zhifeng Tang, Zhuo Sun, Nan Yang, Xiangyun Zhou
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引用次数: 5

摘要

在本文中,我们分析了多用户移动边缘计算(MEC)系统的信息时代(AoI)性能,其中基站(BS)生成并向用户设备(ue)传输计算密集型数据包。在该MEC系统中,我们考虑了两种计算方案,即局部计算方案和边缘计算方案。在本地计算方案中,每个数据包都被发送到终端,然后由终端的本地服务器进行计算。在边缘计算方案中,每个数据包由边缘服务器在终端进行计算,然后发送到终端。考虑到传输时间和计算时间呈指数分布,采用先到先服务的排队策略,导出了这两种计算方案的平均AoI的封闭表达式。仿真结果证实了我们的分析,并检验了系统参数对平均AoI的影响。
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Age of Information Analysis of Multi-user Mobile Edge Computing Systems
In this paper, we analyze the age of information (AoI) performance of a multi-user mobile edge computing (MEC) system where a base station (BS) generates and transmits computation-intensive packets to user equipments (UEs). In this MEC system, we consider two computing schemes, namely, the local computing scheme and the edge computing scheme. In the local computing scheme, each packet is transmitted to the UE and then computed by the local server at the UE. In the edge computing scheme, each packet is computed by the edge server at the BS and then transmitted to the UE. Considering exponentially distributed transmission time and computation time and adopting the first come first serve queuing policy, we derive the closed-form expressions for the average AoI of these two computing schemes. Simulation results corroborate our analysis and examine the impact of system parameters on the average AoI.
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