Scaling Network Traffic Logger with Microservice Architecture

Chakrit Phain, Yachai Limpiyakom
{"title":"Scaling Network Traffic Logger with Microservice Architecture","authors":"Chakrit Phain, Yachai Limpiyakom","doi":"10.1109/ICSSE.2018.8520153","DOIUrl":null,"url":null,"abstract":"Over the past few years, many large organizations evolve their technology stack to Microservices, also known as the microservice architecture. Although the traditional monolithic architecture is still a good choice for many applications, it does have limitations in scalability. A change made to a small part of the application also requires the entire monolith to be rebuilt and deployed. This makes it harder to maintain a good modular structure over time. This paper thus presents a design of network traffic logger using the microservice architecture. Based on the scaling model, scale cube, each service can be individually scaled, with the result being that the application is scaled more efficiently. The preliminary study was carried out for performance evaluation. The results show that the microservice-based logger yields less query times on Radius log retrieval, compared to the monolithic.","PeriodicalId":431387,"journal":{"name":"2018 International Conference on System Science and Engineering (ICSSE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on System Science and Engineering (ICSSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSSE.2018.8520153","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

Over the past few years, many large organizations evolve their technology stack to Microservices, also known as the microservice architecture. Although the traditional monolithic architecture is still a good choice for many applications, it does have limitations in scalability. A change made to a small part of the application also requires the entire monolith to be rebuilt and deployed. This makes it harder to maintain a good modular structure over time. This paper thus presents a design of network traffic logger using the microservice architecture. Based on the scaling model, scale cube, each service can be individually scaled, with the result being that the application is scaled more efficiently. The preliminary study was carried out for performance evaluation. The results show that the microservice-based logger yields less query times on Radius log retrieval, compared to the monolithic.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
使用微服务架构扩展网络流量记录器
在过去的几年中,许多大型组织将其技术栈发展为微服务,也称为微服务架构。尽管传统的单片架构对于许多应用程序来说仍然是一个不错的选择,但它在可伸缩性方面确实存在限制。对应用程序的一小部分进行更改也需要重新构建和部署整个单体。这使得随着时间的推移维护良好的模块化结构变得更加困难。因此,本文提出了一种基于微服务架构的网络流量记录仪的设计。基于缩放模型,缩放立方体,每个服务都可以单独缩放,结果是应用程序可以更有效地缩放。为进行性能评价进行初步研究。结果表明,与单片日志相比,基于微服务的日志记录器在Radius日志检索上产生的查询时间更少。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets Evaluation of Indoor Positioning Based on iBeacon and Pi-Beacon A Mechanism for Adjustable-Delay-Buffer Selection to Dynamically Control Clock Skew A Mixed Reality System to Improve Walking Experience Intelligent Mobile Robot Controller Design for Hotel Room Service with Deep Learning Arm-Based Elevator Manipulator
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1