Mining Topology Characteristics and Evolution of Large-Scale Software from Core-Shell Structure

Zhang Haohua, Deng Yufu, Qi Weiyi, Feng Wenjiang, Zhang Liqing
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引用次数: 1

Abstract

The networks of interdependencies in large-scale software systems are complex, understand and measurement become a key problem for developer. we propose that OO design structure can be quantitative analyzed and better understood via Core-shell decomposition based on complex networks. The k-core analysis allows to characterize networks beyond the degree distribution and uncover structural hierarchies , centrality and evolution due to the specific architecture of the system. we analyze the Core-shell structure of some popular open source software and discuss the differences and similarities, get some noticeable properties, the result show the k-core analysis provides an interesting characterization helping to understand the underlying structure and improve development.
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从核壳结构挖掘大型软件拓扑特征及演化
大型软件系统中相互依赖的网络是复杂的,理解和度量成为开发人员面临的一个关键问题。我们提出通过基于复杂网络的核壳分解可以定量分析和更好地理解面向对象设计结构。k-core分析允许描述超出程度分布的网络,并揭示由于系统的特定架构而产生的结构层次、中心性和进化。我们分析了一些流行的开源软件的核-壳结构,并讨论了它们的异同,得到了一些值得注意的特性,结果表明k-核分析提供了一个有趣的特征,有助于理解底层结构和改进开发。
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