Cloud Elasticity of Microservices-Based Applications: A Survey

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Concurrency and Computation-Practice & Experience Pub Date : 2024-11-16 DOI:10.1002/cpe.8329
Mohamed Hedi Fourati, Soumaya Marzouk, Mohamed Jmaiel
{"title":"Cloud Elasticity of Microservices-Based Applications: A Survey","authors":"Mohamed Hedi Fourati,&nbsp;Soumaya Marzouk,&nbsp;Mohamed Jmaiel","doi":"10.1002/cpe.8329","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Elasticity is an essential treatment in Cloud environment employed in academic and industrial contexts. The main purpose of elasticity is to reduce the deployment cost while optimizing computing resources. Multiple studies were conducted to tackle classic applications using monolithic architecture deployed with virtual machines (VMs). However, with the spread of microservice pattern, recent studies have been investigating this new trend using containers. This paper classifies and discusses existing approaches dealing with cloud elasticity. It provides a novel taxonomy for elastic approaches while focusing on microservices-based solutions. We additionally specify the strength and the shortcomings of each class of works. As a conclusion, we report the challenges for microservices-based applications elasticity and provide requirements for future investigations.</p>\n </div>","PeriodicalId":55214,"journal":{"name":"Concurrency and Computation-Practice & Experience","volume":"37 2","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Concurrency and Computation-Practice & Experience","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cpe.8329","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
引用次数: 0

Abstract

Elasticity is an essential treatment in Cloud environment employed in academic and industrial contexts. The main purpose of elasticity is to reduce the deployment cost while optimizing computing resources. Multiple studies were conducted to tackle classic applications using monolithic architecture deployed with virtual machines (VMs). However, with the spread of microservice pattern, recent studies have been investigating this new trend using containers. This paper classifies and discusses existing approaches dealing with cloud elasticity. It provides a novel taxonomy for elastic approaches while focusing on microservices-based solutions. We additionally specify the strength and the shortcomings of each class of works. As a conclusion, we report the challenges for microservices-based applications elasticity and provide requirements for future investigations.

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
基于微服务的应用的云弹性:调查
弹性是在学术和工业环境中使用的云环境中的基本处理。弹性的主要目的是在优化计算资源的同时降低部署成本。我们进行了多项研究,以解决使用虚拟机(vm)部署的单片架构的经典应用程序。然而,随着微服务模式的传播,最近的研究已经开始使用容器来调查这种新趋势。本文对处理云弹性的现有方法进行了分类和讨论。它在关注基于微服务的解决方案的同时,为弹性方法提供了一种新的分类法。我们还详细说明了每一类作品的优点和缺点。作为结论,我们报告了基于微服务的应用程序弹性面临的挑战,并为未来的调查提供了需求。
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
Concurrency and Computation-Practice & Experience
Concurrency and Computation-Practice & Experience 工程技术-计算机:理论方法
CiteScore
5.00
自引率
10.00%
发文量
664
审稿时长
9.6 months
期刊介绍: Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.
期刊最新文献
Additional-Processing-Free Multiparty Reversible Data Hiding Over Encrypted Domain A Novel Ensemble Machine Learning Approach for Interpretable Modeling, Feature Extraction and Selection With Applications to Medical and Biomedical Signals and Data NOA-RAC: An Enhanced Nutcracker Optimization Algorithm for Optimization Tasks CG-YOLOv11: A Smoke-Removal-Enhanced Target Detection Method for Indoor Smoke Scenes A Complexity Calculation Method for Large Scale Optimization With Evolutionary Algorithms and Metaheuristics
×
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:604180095
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