{"title":"用于边缘计算的微型虚拟机和容器的性能分析:重点关注文件和网络I/O","authors":"Kyungwoon Lee , Yunha Choi , Byungchul Tak","doi":"10.1016/j.future.2025.108176","DOIUrl":null,"url":null,"abstract":"<div><div>Container virtualization has become an indispensable foundation for edge and fog computing. Containers offer several advantages, such as the support for scaling, the ability to replicate tasks, and reduced dependency. These advantages are especially crucial in the edge and fog environment. However, concerns over a relatively low level of security have followed container virtualization for some time. In response, microVM technology has emerged offering stronger isolation and security with performances comparable to containers. In this work, we provide a better understanding of microVM’s feasibility for edge and fog computing compared to containers. We conduct extensive experiments on diverse workloads to test how microVMs compare against containers in several aspects. Through rigorous measurements and analysis, we extract several important findings. Despite having a more complex architecture than containers, microVMs perform comparably to the containers in terms of I/O performance. MicroVMs can even outperform containers in certain I/O workload types by 58 %. Network I/O performance of microVMs can be 2<span><math><mo>×</mo></math></span> better than containers. We provide our findings and insights on the performance characteristics of microVMs on edge devices. With a much higher degree of isolation capability, microVMs can be an attractive virtualization technique for edge computing environments.</div></div>","PeriodicalId":55132,"journal":{"name":"Future Generation Computer Systems-The International Journal of Escience","volume":"176 ","pages":"Article 108176"},"PeriodicalIF":6.2000,"publicationDate":"2025-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Performance analysis of microVMs and containers for edge computing: A focus on file and network I/O\",\"authors\":\"Kyungwoon Lee , Yunha Choi , Byungchul Tak\",\"doi\":\"10.1016/j.future.2025.108176\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Container virtualization has become an indispensable foundation for edge and fog computing. Containers offer several advantages, such as the support for scaling, the ability to replicate tasks, and reduced dependency. These advantages are especially crucial in the edge and fog environment. However, concerns over a relatively low level of security have followed container virtualization for some time. In response, microVM technology has emerged offering stronger isolation and security with performances comparable to containers. In this work, we provide a better understanding of microVM’s feasibility for edge and fog computing compared to containers. We conduct extensive experiments on diverse workloads to test how microVMs compare against containers in several aspects. Through rigorous measurements and analysis, we extract several important findings. Despite having a more complex architecture than containers, microVMs perform comparably to the containers in terms of I/O performance. MicroVMs can even outperform containers in certain I/O workload types by 58 %. Network I/O performance of microVMs can be 2<span><math><mo>×</mo></math></span> better than containers. We provide our findings and insights on the performance characteristics of microVMs on edge devices. With a much higher degree of isolation capability, microVMs can be an attractive virtualization technique for edge computing environments.</div></div>\",\"PeriodicalId\":55132,\"journal\":{\"name\":\"Future Generation Computer Systems-The International Journal of Escience\",\"volume\":\"176 \",\"pages\":\"Article 108176\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-10-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Future Generation Computer Systems-The International Journal of Escience\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167739X25004704\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, THEORY & METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Future Generation Computer Systems-The International Journal of Escience","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167739X25004704","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, THEORY & METHODS","Score":null,"Total":0}
Performance analysis of microVMs and containers for edge computing: A focus on file and network I/O
Container virtualization has become an indispensable foundation for edge and fog computing. Containers offer several advantages, such as the support for scaling, the ability to replicate tasks, and reduced dependency. These advantages are especially crucial in the edge and fog environment. However, concerns over a relatively low level of security have followed container virtualization for some time. In response, microVM technology has emerged offering stronger isolation and security with performances comparable to containers. In this work, we provide a better understanding of microVM’s feasibility for edge and fog computing compared to containers. We conduct extensive experiments on diverse workloads to test how microVMs compare against containers in several aspects. Through rigorous measurements and analysis, we extract several important findings. Despite having a more complex architecture than containers, microVMs perform comparably to the containers in terms of I/O performance. MicroVMs can even outperform containers in certain I/O workload types by 58 %. Network I/O performance of microVMs can be 2 better than containers. We provide our findings and insights on the performance characteristics of microVMs on edge devices. With a much higher degree of isolation capability, microVMs can be an attractive virtualization technique for edge computing environments.
期刊介绍:
Computing infrastructures and systems are constantly evolving, resulting in increasingly complex and collaborative scientific applications. To cope with these advancements, there is a growing need for collaborative tools that can effectively map, control, and execute these applications.
Furthermore, with the explosion of Big Data, there is a requirement for innovative methods and infrastructures to collect, analyze, and derive meaningful insights from the vast amount of data generated. This necessitates the integration of computational and storage capabilities, databases, sensors, and human collaboration.
Future Generation Computer Systems aims to pioneer advancements in distributed systems, collaborative environments, high-performance computing, and Big Data analytics. It strives to stay at the forefront of developments in grids, clouds, and the Internet of Things (IoT) to effectively address the challenges posed by these wide-area, fully distributed sensing and computing systems.