Evaluating container-based virtualization overhead on the general-purpose IoT platform

Wagner dos Santos Marques, Paulo S. Souza, F. Rossi, Guilherme da Cunha Rodrigues, R. Calheiros, Marcelo Da Silva Conterato, T. Ferreto
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引用次数: 9

Abstract

Virtualization has become a key technology that provides several advantages (e.g., flexibility, migration, isolation) for a plethora of computing infrastructures. However, traditional virtualization models are not suitable for embedded IoT platforms due to the virtualization layer verhead. New virtualization proposals such as container-based approaches arise as an option where performance is not impacted. However, when working on general-purpose embedded platforms, some studies have demonstrated that applications on container-based virtualization on embedded devices present considerable performance overhead. Since most performance evaluations on platforms using containers were run on servers, this study expands the testbed scenario by analyzing several metrics that measure the overhead of container-based virtualization layer on embedded IoT devices. Results demonstrated improvements up to 23% in terms of performance and up to 32% in terms of EDP.
评估通用物联网平台上基于容器的虚拟化开销
虚拟化已经成为一项关键技术,它为大量的计算基础设施提供了一些优势(例如,灵活性、迁移、隔离)。然而,由于虚拟化层的开销,传统的虚拟化模型不适合嵌入式物联网平台。新的虚拟化建议(如基于容器的方法)作为性能不受影响的一种选择而出现。然而,当在通用嵌入式平台上工作时,一些研究表明,在嵌入式设备上基于容器的虚拟化应用程序会带来相当大的性能开销。由于使用容器的平台上的大多数性能评估都是在服务器上运行的,因此本研究通过分析几个衡量嵌入式物联网设备上基于容器的虚拟化层开销的指标来扩展测试平台场景。结果表明,在性能方面提高了23%,在EDP方面提高了32%。
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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