探索Docker容器的依赖网络:结构、多样性和关系

Yinyuan Zhang, Yang Zhang, Yiwen Wu, Yao Lu, Tao Wang, Xinjun Mao
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引用次数: 0

摘要

容器技术在大规模生产云环境中被广泛使用,Docker已经成为事实上的行业标准。作为一个关键步骤,容器需要定义它们的依赖基映像,这使得复杂的依赖关系存在于大量的容器中。先前的研究表明,软件包之间的引用可以形成技术依赖,从而形成依赖网络。然而,我们对docker容器依赖网络的细节知之甚少。在本文中,我们对超过12万个dockerfiles的docker容器依赖网络进行了实证研究。构建了容器依赖网络,并对其网络结构进行了分析。此外,我们将重点关注前100个占主导地位的容器,并调查它们的子网,包括多样性和关系。我们的发现有助于描述和理解docker社区中的容器依赖关系,并激发开发容器依赖关系管理工具的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Dependency Network of Docker Containers: Structure, Diversity, and Relationship
Container technologies are being widely used in large scale production cloud environments, of which Docker has become the de-facto industry standard. As a key step, containers need to define their dependent base image, which makes complex dependencies exist in a large number of containers. Prior studies have shown that references between software packages could form technical dependencies, thus forming a dependency network. However, little is known about the details of docker container dependency networks. In this paper, we perform an empirical study on the dependency network of docker containers from more than 120,000 dockerfiles. We construct the container dependency network and analyze its network structure. Further, we focus on the Top-100 dominant containers and investigate their subnetworks, including diversity and relationships. Our findings help to characterize and understand the container dependencies in the docker community and motivate the need for developing container dependency management tools.
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