Run-Time Application Migration Using Checkpoint/Restore In Userspace

IF 0.7 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Aleksandar Tošić
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引用次数: 0

Abstract

This paper presents an empirical study on the feasibility of using Checkpoint/Restore In Userspace (CRIU) for run-time application migration between hosts, with a particular focus on edge computing and cloud infrastructures. The paper provides experimental support for CRIU in Docker and offers insights into the impact of application memory usage on checkpoint size, time, and resources. Through a series of tests, we establish that the time to checkpoint is linearly proportional to the size of the memory allocation of the container, while the restore is significantly lower. Our findings contribute to the understanding of CRIU's performance and its potential use in edge computing scenarios. To obtain accurate and meaningful findings, we monitored system telemetry while using CRIU to observe its impact on the host machine's CPU and RAM utilization. Although our results may not be groundbreaking, they offer a good overview and a technical report on the feasibility of using CRIU on edge devices, which are typically resource constrained. This study's findings and experimental support for CRIU in Docker could serve as a useful reference for future research on performance optimization and application migration using CRIU.
在用户空间使用检查点/还原进行运行时应用程序迁移
本文介绍了使用用户空间检查点/还原(CRIU)在主机间进行运行时应用程序迁移的可行性实证研究,尤其关注边缘计算和云基础设施。本文为 Docker 中的 CRIU 提供了实验支持,并深入分析了应用程序内存使用对检查点大小、时间和资源的影响。通过一系列测试,我们发现检查点的时间与容器内存分配的大小成线性比例,而还原的时间则明显更短。我们的研究结果有助于理解 CRIU 的性能及其在边缘计算场景中的潜在用途。为了获得准确而有意义的研究结果,我们在使用 CRIU 时对系统遥测进行了监控,以观察其对主机 CPU 和内存利用率的影响。尽管我们的研究结果可能并不具有突破性,但它们提供了一个很好的概述和技术报告,说明了在边缘设备上使用 CRIU 的可行性,因为边缘设备通常资源有限。本研究的发现和对 Docker 中 CRIU 的实验支持可作为未来使用 CRIU 进行性能优化和应用迁移研究的有益参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Web Engineering
Journal of Web Engineering 工程技术-计算机:理论方法
CiteScore
1.80
自引率
12.50%
发文量
62
审稿时长
9 months
期刊介绍: The World Wide Web and its associated technologies have become a major implementation and delivery platform for a large variety of applications, ranging from simple institutional information Web sites to sophisticated supply-chain management systems, financial applications, e-government, distance learning, and entertainment, among others. Such applications, in addition to their intrinsic functionality, also exhibit the more complex behavior of distributed applications.
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