对休眠细菌的实证研究

T. Chen, M. Nagappan, Emad Shihab, A. Hassan
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引用次数: 68

摘要

在过去的十年中,一些研究工作通过观察发布后的错误来研究软件系统的质量。然而,这些研究并没有考虑到多年来在许多版本中保持休眠状态的bug(即,在软件系统的某个版本中引入,但直到很久以后才被发现)。这些潜伏的bug扭曲了我们对软件质量的理解。在本文中,我们使用来自20个不同的开源Apache基金会软件系统的数据来研究休眠bug和非休眠bug。我们发现,在一个版本中引入的33%的bug直到很久以后才被报告(也就是说,它们在未来的版本中被报告为休眠bug)。此外,我们发现一个版本中18.9%的报告错误甚至没有在该版本中引入(即,它们是以前版本中的休眠错误)。简而言之,使用报告的bug来判断特定版本的质量可能会产生误导。通过研究休眠bug的修复过程,我们发现它们的修复速度比非休眠bug更快(修复时间中值为5天)(修复时间中值为8天),并且由更有经验的开发人员修复(修复休眠bug的开发人员的提交次数中值高出169%)。我们的研究结果强调了休眠bug与非休眠bug在许多方面的不同,未来的软件质量研究应该仔细研究和考虑休眠bug。
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An empirical study of dormant bugs
Over the past decade, several research efforts have studied the quality of software systems by looking at post-release bugs. However, these studies do not account for bugs that remain dormant (i.e., introduced in a version of the software system, but are not found until much later) for years and across many versions. Such dormant bugs skew our under- standing of the software quality. In this paper we study dormant bugs against non-dormant bugs using data from 20 different open-source Apache foundation software systems. We find that 33% of the bugs introduced in a version are not reported till much later (i.e., they are reported in future versions as dormant bugs). Moreover, we find that 18.9% of the reported bugs in a version are not even introduced in that version (i.e., they are dormant bugs from prior versions). In short, the use of reported bugs to judge the quality of a specific version might be misleading. Exploring the fix process for dormant bugs, we find that they are fixed faster (median fix time of 5 days) than non- dormant bugs (median fix time of 8 days), and are fixed by more experienced developers (median commit counts of developers who fix dormant bug is 169% higher). Our results highlight that dormant bugs are different from non-dormant bugs in many perspectives and that future research in software quality should carefully study and consider dormant bugs.
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