移动边缘计算系统中URLLC的延迟分析与计算卸载

Yifan Duan, Changyang She, Guodong Zhao, Tony Q. S. Quek
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引用次数: 9

摘要

在第五代(5G)无线通信中,传输短数据包的超可靠低延迟通信(URLLC)业务将与传输长数据包的增强型移动宽带(eMBB)业务共存。在这项工作中,我们研究了如何在具有URLLC和eMBB服务的移动边缘计算(MEC)系统中分析延迟并优化短数据包卸载方案。为了减少短报文的计算延迟,在MEC系统中部署PS (processor-sharing)服务器,将总计算能力平均分配给服务器中的所有报文。因此,短报文可以绕过服务器中的长报文。我们推导了PS服务器中短数据包所经历的延迟互补累积分布函数的封闭表达式,并根据可靠性要求,通过优化卸载概率来最小化短数据包的端到端(E2E)延迟。仿真结果验证了我们的分析,并表明PS服务器在短数据包和长数据包的场景下都优于两种先到先服务的服务器。
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Delay Analysis and Computing Offloading of URLLC in Mobile Edge Computing Systems
In the fifth generation (5G) wireless communications, ultra-reliable and low-latency communications (URLLC) service that deliveries short packets will coexist with enhanced mobile broadband (eMBB) service with long packets. In this work, we study how to analyze delay and optimize offloading scheme of short packets in a mobile edge computing (MEC) system with both URLLC and eMBB services. To reduce computing delay for short packets, a processor-sharing (PS) server is deployed in the MEC system, where the total computing ability is equally allocated to all the packets in the server. As such, short packets can bypass long packets in the server. We derive a closed-form expression of the complimentary cumulative distribution function of latency experienced by short packets in the PS server, and minimize the end-to-end (E2E) delay of short packets by optimizing offloading probabilities subject to the reliability requirement. Simulation results validate our analysis and show that the PS server outperforms two kinds of first-come-first-serve servers in the scenarios with both short and long packets.
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