A Comparative Study of System Virtualization Performance

Anthony K. Tsetse, Samuel Tweneboah-Koduah, B. Rawal, Zhihao Zheng, Manoah Prattipati
{"title":"A Comparative Study of System Virtualization Performance","authors":"Anthony K. Tsetse, Samuel Tweneboah-Koduah, B. Rawal, Zhihao Zheng, Manoah Prattipati","doi":"10.1109/IRI.2019.00064","DOIUrl":null,"url":null,"abstract":"Virtualization presents an abstraction between the bare computer hardware (physical resource set) and the application running on top of it. Virtualization technology has become the defacto technology in cloud computing systems. The technique has become an enabling technology in cloud computing, which helps in the provisioning of resources on an on-demand basis, thereby addressing elastic resource requirements of organizations in their quest to scale. This paper seeks to investigate the effect of virtualization on system performance. The primary objective is to conduct an empirical analysis to compare and contrast the performance of Virtual Machines (VMs) and a Host machine running on different Operating Systems (OS). The effect of the use of different OS and VM configurations (Host and Guest systems) on system performance is also explored. The study shows that depending on the metric (i.e., throughput, jitter, and response time and packet loss ratio) used, virtualization technique results in a performance degradation between 21% and 39%. In particular, communication between systems with Linux (being either the Host or the Guest OS) performs better than Windows (as either the Guest or the Host) OS. Additionally, it is also observed that there is a performance loss ranging between 12% and 20% when communicating devices run heterogeneous Guest OS.","PeriodicalId":295028,"journal":{"name":"2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IRI.2019.00064","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Virtualization presents an abstraction between the bare computer hardware (physical resource set) and the application running on top of it. Virtualization technology has become the defacto technology in cloud computing systems. The technique has become an enabling technology in cloud computing, which helps in the provisioning of resources on an on-demand basis, thereby addressing elastic resource requirements of organizations in their quest to scale. This paper seeks to investigate the effect of virtualization on system performance. The primary objective is to conduct an empirical analysis to compare and contrast the performance of Virtual Machines (VMs) and a Host machine running on different Operating Systems (OS). The effect of the use of different OS and VM configurations (Host and Guest systems) on system performance is also explored. The study shows that depending on the metric (i.e., throughput, jitter, and response time and packet loss ratio) used, virtualization technique results in a performance degradation between 21% and 39%. In particular, communication between systems with Linux (being either the Host or the Guest OS) performs better than Windows (as either the Guest or the Host) OS. Additionally, it is also observed that there is a performance loss ranging between 12% and 20% when communicating devices run heterogeneous Guest OS.
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
系统虚拟化性能的比较研究
虚拟化呈现了裸计算机硬件(物理资源集)和在其上运行的应用程序之间的抽象。虚拟化技术已经成为云计算系统中事实上的技术。该技术已经成为云计算中的一项支持技术,它有助于按需提供资源,从而解决组织在寻求扩展时的弹性资源需求。本文试图研究虚拟化对系统性能的影响。主要目标是进行实证分析,比较和对比运行在不同操作系统(OS)上的虚拟机(vm)和主机的性能。还探讨了使用不同的操作系统和虚拟机配置(主机和客户机系统)对系统性能的影响。研究表明,根据所使用的度量(即吞吐量、抖动、响应时间和丢包率),虚拟化技术导致的性能下降在21%到39%之间。特别是,使用Linux(无论是主机操作系统还是客户操作系统)的系统之间的通信性能优于Windows(无论是客户操作系统还是主机操作系统)。此外,还可以观察到,当通信设备运行异构Guest OS时,性能损失在12%到20%之间。
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
Towards Interpretable Deep Extreme Multi-Label Learning Evaluating Model Predictive Performance: A Medicare Fraud Detection Case Study AI Affective Conversational Robot with Hybrid Generative-Based and Retrieval-Based Dialogue Models Machine Learning for Classification of Economic Recessions IRI 2019 International Technical Program Committee
×
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