基于边缘服务器实时调度的低延迟运动控制系统研究

Dongbeom Ko, Jaeho Jeon, Sungjoo Kang
{"title":"基于边缘服务器实时调度的低延迟运动控制系统研究","authors":"Dongbeom Ko, Jaeho Jeon, Sungjoo Kang","doi":"10.1109/ICOIN56518.2023.10048964","DOIUrl":null,"url":null,"abstract":"Reducing end-to-end delay in safety-critical systems, such as controlling remote robots with motion controllers in industrial sites, is a major challenge. 5G mobile communication has greatly contributed to reducing transmission delay, but realtimeness in an edge server system responsible for packet processing and delivery in the middle of an industrial site can contribute even more. Although the Linux community released a kernel patch to enhance the real-time tasks, it occasionally violates the demand of bounded (worst case) latency. In this paper, we propose a real-time scheduling approach in the edge computing server to handle a latency violation and applies it to the two-way motion control system. As a result, our proposed approach shows that data packet processing is more effective than other comparison groups.","PeriodicalId":285763,"journal":{"name":"2023 International Conference on Information Networking (ICOIN)","volume":"458 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Research on Low Latency Motion Control System using Real-time Scheduling in Edge Server\",\"authors\":\"Dongbeom Ko, Jaeho Jeon, Sungjoo Kang\",\"doi\":\"10.1109/ICOIN56518.2023.10048964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Reducing end-to-end delay in safety-critical systems, such as controlling remote robots with motion controllers in industrial sites, is a major challenge. 5G mobile communication has greatly contributed to reducing transmission delay, but realtimeness in an edge server system responsible for packet processing and delivery in the middle of an industrial site can contribute even more. Although the Linux community released a kernel patch to enhance the real-time tasks, it occasionally violates the demand of bounded (worst case) latency. In this paper, we propose a real-time scheduling approach in the edge computing server to handle a latency violation and applies it to the two-way motion control system. As a result, our proposed approach shows that data packet processing is more effective than other comparison groups.\",\"PeriodicalId\":285763,\"journal\":{\"name\":\"2023 International Conference on Information Networking (ICOIN)\",\"volume\":\"458 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Conference on Information Networking (ICOIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOIN56518.2023.10048964\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Information Networking (ICOIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOIN56518.2023.10048964","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

减少安全关键系统的端到端延迟,例如在工业现场用运动控制器控制远程机器人,是一项重大挑战。5G移动通信为减少传输延迟做出了巨大贡献,但在工业现场中间负责数据包处理和传输的边缘服务器系统的实时性可以做出更大贡献。尽管Linux社区发布了内核补丁来增强实时任务,但它偶尔会违反有限(最坏情况)延迟的要求。本文提出了一种在边缘计算服务器上处理延迟冲突的实时调度方法,并将其应用于双向运动控制系统。结果表明,我们提出的方法比其他比较组更有效地处理数据包。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Research on Low Latency Motion Control System using Real-time Scheduling in Edge Server
Reducing end-to-end delay in safety-critical systems, such as controlling remote robots with motion controllers in industrial sites, is a major challenge. 5G mobile communication has greatly contributed to reducing transmission delay, but realtimeness in an edge server system responsible for packet processing and delivery in the middle of an industrial site can contribute even more. Although the Linux community released a kernel patch to enhance the real-time tasks, it occasionally violates the demand of bounded (worst case) latency. In this paper, we propose a real-time scheduling approach in the edge computing server to handle a latency violation and applies it to the two-way motion control system. As a result, our proposed approach shows that data packet processing is more effective than other comparison groups.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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