Poster: A Light Weight Service Discovery Mechanism in Robot Systems

Yifan Gong, Lu Wang, Wei Liu, Jiangming Jin
{"title":"Poster: A Light Weight Service Discovery Mechanism in Robot Systems","authors":"Yifan Gong, Lu Wang, Wei Liu, Jiangming Jin","doi":"10.1109/SEC50012.2020.00028","DOIUrl":null,"url":null,"abstract":"Benefiting from the major breakthrough of AI technology and increasing application of AIoT (AI + IoT), the intelligent robot system achieves high developing speed in recent years. As a core component of the intelligent system, service discovery plays a crucial role in system reliability. Because of the high CPU usages in conventional service discovery, a light weight service discovery mechanism is required in such a resourcelimited robot system. To improve the efficiency of CPU usages, we propose a weak centralized mechanism and a socket based notification mechanism, to reduce the amount of event in service discovery. The evaluation results show that our proposed light weight service discovery mechanism can reduce 95% CPU usages in average, compared with the conventional service discovery used in ROS2, which is an industry standard in robot systems.","PeriodicalId":375577,"journal":{"name":"2020 IEEE/ACM Symposium on Edge Computing (SEC)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE/ACM Symposium on Edge Computing (SEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SEC50012.2020.00028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Benefiting from the major breakthrough of AI technology and increasing application of AIoT (AI + IoT), the intelligent robot system achieves high developing speed in recent years. As a core component of the intelligent system, service discovery plays a crucial role in system reliability. Because of the high CPU usages in conventional service discovery, a light weight service discovery mechanism is required in such a resourcelimited robot system. To improve the efficiency of CPU usages, we propose a weak centralized mechanism and a socket based notification mechanism, to reduce the amount of event in service discovery. The evaluation results show that our proposed light weight service discovery mechanism can reduce 95% CPU usages in average, compared with the conventional service discovery used in ROS2, which is an industry standard in robot systems.
海报:机器人系统中的轻量级服务发现机制
得益于人工智能技术的重大突破和AIoT (AI + IoT)应用的不断增加,智能机器人系统近年来实现了高速发展。服务发现作为智能系统的核心组成部分,对系统的可靠性起着至关重要的作用。由于传统服务发现的CPU使用率很高,因此在这种资源有限的机器人系统中需要轻量级的服务发现机制。为了提高CPU使用效率,我们提出了一种弱集中式机制和基于套接字的通知机制,以减少服务发现中的事件量。评估结果表明,与机器人系统的行业标准ROS2中使用的传统服务发现机制相比,我们提出的轻量级服务发现机制平均可以减少95%的CPU占用。
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