Research on resource scheduling and allocation mechanism of computation and transmission under MEC framework

Qingwen Han, Xiaoyuan Zhang, Junjun Zhang, Lingqiu Zeng, L. Ye, Jianmei Lei, Yang Jiang, Xuena Peng
{"title":"Research on resource scheduling and allocation mechanism of computation and transmission under MEC framework","authors":"Qingwen Han, Xiaoyuan Zhang, Junjun Zhang, Lingqiu Zeng, L. Ye, Jianmei Lei, Yang Jiang, Xuena Peng","doi":"10.1109/ITSC.2019.8916981","DOIUrl":null,"url":null,"abstract":"With the concept of MEC (Multi-access Edge Computing) being put forward, RSU (Roadside Unit) is considered as a valid application provider, which not only executes transmission resource allocation and data processing related computing but also provides real-time applications to road vehicles. However, when fixed roadside nodes communicate with mobile vehicles, the high service migration rate could influence real-time feature of corresponding service. Moreover, vehicle density also affects service performance. Hence, in this paper, a new concept, MSCN (Mobile Secondary Computing Node), is defined, while a MSCN oriented infrastructure and MSCN selection mechanism are proposed. Then corresponding vehicle message dissemination mechanism is designed. A network simulator (NS-3.28) is employed to investigate the performance of the proposed architecture. The simulation results show that the proposed architecture significantly improves both communication performance and computing efficiency.","PeriodicalId":6717,"journal":{"name":"2019 IEEE Intelligent Transportation Systems Conference (ITSC)","volume":"26 2 1","pages":"437-442"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Intelligent Transportation Systems Conference (ITSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITSC.2019.8916981","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

With the concept of MEC (Multi-access Edge Computing) being put forward, RSU (Roadside Unit) is considered as a valid application provider, which not only executes transmission resource allocation and data processing related computing but also provides real-time applications to road vehicles. However, when fixed roadside nodes communicate with mobile vehicles, the high service migration rate could influence real-time feature of corresponding service. Moreover, vehicle density also affects service performance. Hence, in this paper, a new concept, MSCN (Mobile Secondary Computing Node), is defined, while a MSCN oriented infrastructure and MSCN selection mechanism are proposed. Then corresponding vehicle message dissemination mechanism is designed. A network simulator (NS-3.28) is employed to investigate the performance of the proposed architecture. The simulation results show that the proposed architecture significantly improves both communication performance and computing efficiency.
MEC框架下计算与传输资源调度与分配机制研究
随着MEC (Multi-access Edge Computing)概念的提出,RSU(路边单元)被认为是一个有效的应用提供商,它不仅执行传输资源分配和数据处理相关的计算,而且为道路车辆提供实时应用。然而,当路边固定节点与移动车辆通信时,较高的业务迁移率会影响相应服务的实时性。此外,车辆密度也会影响服务性能。为此,本文定义了移动辅助计算节点(MSCN, Mobile Secondary Computing Node)的概念,并提出了面向MSCN的基础架构和MSCN选择机制。然后设计了相应的车载信息发布机制。采用网络模拟器(NS-3.28)对所提架构的性能进行了研究。仿真结果表明,该结构显著提高了通信性能和计算效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信