Modeling open source software bugs with complex networks

Cheng Nie, D. Zeng, Xiaolong Zheng, Fei-Yue Wang, Huimin Zhao
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引用次数: 1

Abstract

A major concern in open source software development is regarding bugs emerging during the life circle of a software project. Understanding the topological characteristics of interrelated bugs can provide useful insights into software project management and potentially facilitate the development of new complex network models. In this paper, we analyze the bug network in Gentoo Linux, one of the most popular Linux distributions. We model software bugs as nodes and the blocking relationships among them as edges. As the resulting Gentoo bug network cannot be adequately explained by some commonly-used complex network models, we propose a new model, which can better explain this network.
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用复杂的网络对开源软件bug进行建模
开源软件开发中的一个主要关注点是软件项目生命周期中出现的bug。了解相互关联的错误的拓扑特征可以为软件项目管理提供有用的见解,并可能促进新的复杂网络模型的开发。本文分析了最流行的Linux发行版之一Gentoo Linux中的bug网络。我们将软件缺陷建模为节点,将它们之间的阻塞关系建模为边。由于一些常用的复杂网络模型无法充分解释由此产生的Gentoo bug网络,我们提出了一个新的模型,可以更好地解释该网络。
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