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Analysis of Open Source Operating System Evolution: A Perspective from Package Dependency Network Motif

机译:开源操作系统演化分析:依赖于包依赖网络图案的视角

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摘要

Complexity of open source operating systems constantly increase on account of their widespread application. It is increasingly difficult to understand the collaboration between components in the system. Extant research of open source operating system evolution is mainly achieved by Lehman’s law, which is conducted by analyzing characteristics such as line of the source code. Networks, which are utilized to demonstrate relationships among entities, is an adequate model for exploring cooperation of units that form a software system. Software network has become a research hotspot in the field of software engineering, leading to a new viewpoint for us to estimate evolution of open source operating systems. Motif, a connected subgraph that occurs frequently in a network, is extensively used in other scientific research such as bioscience to detect evolutionary rules. Thus, this paper constructs software package dependency network of open source software operating systems and investigates their evolutionary discipline from the perspective of the motif. Results of our experiments, which took Ubuntu Kylin as a study example, indicate a stable evolution of motif change as well as discovering structural defect in that system.
机译:由于其广泛的应用程序,开源操作系统的复杂性不断增加。越来越难以理解系统中的组件之间的协作。雷曼法律主要实现了开源操作系统演化的现存研究,该法律是通过分析源代码行等特征进行的。用于展示实体之间的关系的网络是一种适当的模型,用于探索形成软件系统的单位的合作。软件网络已成为软件工程领域的研究热点,导致我们估算开源操作系统的演变的新观点。 MOTIF,经常在网络中发生的连接子图,广泛用于其他科学研究,例如生物科学,以检测进化规则。因此,本文构建了开源软件操作系统的软件包依赖网络,并从图案的角度调查它们的进化学科。我们的实验结果,将Ubuntu Kylin作为一项研究示例,表明图案变化的稳定演变以及发现该系统中的结构缺陷。

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