Leveraging Micro-Services for Ultra-Low Latency: An optimization Model for Service Function Chains Placement

Hichem Magnouche, G. Doyen, C. Prodhon
{"title":"Leveraging Micro-Services for Ultra-Low Latency: An optimization Model for Service Function Chains Placement","authors":"Hichem Magnouche, G. Doyen, C. Prodhon","doi":"10.1109/NetSoft54395.2022.9844040","DOIUrl":null,"url":null,"abstract":"The evolution of the Internet tends toward ever requiring lower latency services. Cloud robotics or drone piloting are service use-cases in which the latency of traffic cannot exceed a few milliseconds. Reducing the latency can be achieved through several means, and micro-services deployed over virtual infrastructures appears as a promising way by enabling service chain reductions, micro-function mutualization and parallelism. However, the placement and routing of such components appears as an harder task to achieve as compared to monolithic approaches of the state of the art. Consequently, we propose in this paper a comprehensive optimization model in charge of placing micro-services in a virtualized network infrastructure, under ultra-low latency constraints while preserving resource consumption. By challenging our model with several realistic scenarios in terms of topology and service function chains (SFC), we demonstrate to what extent it improves the overall performance of SFC by especially minimizing the gap between the expected latency and the actual one, as compared to several competitors, thus making it a well-fitted approach for ultra-low latency services.","PeriodicalId":125799,"journal":{"name":"2022 IEEE 8th International Conference on Network Softwarization (NetSoft)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 8th International Conference on Network Softwarization (NetSoft)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NetSoft54395.2022.9844040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

The evolution of the Internet tends toward ever requiring lower latency services. Cloud robotics or drone piloting are service use-cases in which the latency of traffic cannot exceed a few milliseconds. Reducing the latency can be achieved through several means, and micro-services deployed over virtual infrastructures appears as a promising way by enabling service chain reductions, micro-function mutualization and parallelism. However, the placement and routing of such components appears as an harder task to achieve as compared to monolithic approaches of the state of the art. Consequently, we propose in this paper a comprehensive optimization model in charge of placing micro-services in a virtualized network infrastructure, under ultra-low latency constraints while preserving resource consumption. By challenging our model with several realistic scenarios in terms of topology and service function chains (SFC), we demonstrate to what extent it improves the overall performance of SFC by especially minimizing the gap between the expected latency and the actual one, as compared to several competitors, thus making it a well-fitted approach for ultra-low latency services.
利用微服务实现超低延迟:服务功能链布局的优化模型
Internet的发展趋向于要求更低延迟的服务。云机器人或无人机驾驶是流量延迟不超过几毫秒的服务用例。减少延迟可以通过几种方式实现,通过支持服务链缩减、微功能互化和并行性,在虚拟基础设施上部署微服务似乎是一种很有前途的方式。然而,与目前的整体方法相比,这些组件的放置和路由似乎是一项更难实现的任务。因此,我们在本文中提出了一个综合优化模型,负责在超低延迟约束下将微服务放置在虚拟化网络基础设施中,同时保持资源消耗。通过在拓扑和服务功能链(SFC)方面的几个现实场景挑战我们的模型,我们展示了与几个竞争对手相比,它通过最小化预期延迟与实际延迟之间的差距,在多大程度上提高了SFC的整体性能,从而使其成为一种非常适合超低延迟服务的方法。
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