A QoE-based Optimization Approach to Computation Offloading in Vehicle-assisted Multi-access Edge Computing

被引:2
作者
Pham, Xuan-Qui [1 ]
Thien Huynh-The [1 ]
Kim, Dong-Seong [1 ]
机构
[1] Kumoh Natl Inst Technol, ICT Convergence Res Ctr, Gumi, South Korea
来源
12TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC 2021): BEYOND THE PANDEMIC ERA WITH ICT CONVERGENCE INNOVATION | 2021年
基金
新加坡国家研究基金会;
关键词
multi-access edge computing; vehicular network; task offloading; QoE;
D O I
10.1109/ICTC52510.2021.9621000
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, multi-access edge computing (MEC) has been proposed to provide low-latency computing services for mobile devices (MDs) by enabling computation task offloading from MDs to nearby MEC servers. However, the computing resources of a MEC server is usually limited and unable to satisfy the ever-increasing demand of task requests. To tackle this challenge, in this paper, we investigate a vehicle-assisted MEC (vMEC) paradigm, which expands the current available resources of a MEC server by integrating it with the resources of vehicular nodes (VNs) for task offloading from MDs. We propose a new utility optimization approach that factors in quality of experience (QoE) metrics to address the problem of computation offloading in vMEC. Simulation results validate the advantage of our proposal.
引用
收藏
页码:131 / 133
页数:3
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