星星排成一条直线吗?Android分层架构的多维分析

Victor Guana, Fabio Rocha, Abram Hindle, Eleni Stroulia
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引用次数: 17

摘要

本文对Android漏洞跟踪库进行了挖掘,研究了Android系统各架构层的特点。我们已经确定了Android漏洞在其基础设施的架构层中的位置,并分析了每个漏洞的生命周期模式。此外,我们还挖掘了漏洞追踪报告者,并根据其在Android漏洞追踪社区中的社交中心地位对其进行了分类。我们报告了三个有趣的发现,首先,虽然一些建筑层有不同的人的互动,不仅吸引了非中心记者,也吸引了非常重要的记者,但其他层大多吸引了外围演员。其次,我们揭示了即使在架构层之间的bug生命周期是相似的,其中一些层具有更高的bug密度和未解决bug的不同百分比。最后,通过比较各层之间的流行分布,我们确定了一个对开发人员和用户都更重要的特定层。
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Do the stars align? Multidimensional analysis of Android's layered architecture
In this paper we mine the Android bug tracker repository and study the characteristics of the architectural layers of the Android system. We have identified the locality of the Android bugs in the architectural layers of the its infrastructure, and analysed the bug lifetime patterns in each one of them. Additionally, we mined the bug tracker reporters and classified them according to its social centrality in the Android bug tracker community. We report three interesting findings, firstly while some architectural layers have a diverse interaction of people, attracting not only non-central reporters but highly important ones, other layers are mostly captivating for peripheral actors. Second, we exposed that even the bug lifetime is similar across the architectural layers, some of them have higher bug density and differential percentages of unsolved bugs. Finally, comparing the popularity distribution between layers, we have identified one particular layer that is more important to developers and users alike.
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