自由软件的演化和特性的统计检验

I. Herraiz
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引用次数: 38

摘要

软件是如何以及为什么进化的?这个问题从近40年前就开始研究了,至今仍是一个有争议的话题。在七十年代,Meir M. Lehman阐述了软件进化的定律,这是第一次尝试描述软件进化的动力学。随着libre(自由/开源)软件开发现象的兴起,出现了一些不符合这些法律的情况。雷曼定律在自由软件开发中有效吗?有可能为软件进化设计一个通用的理论吗?如果是,那是怎么回事?本文采用大规模的实证和统计方法来分析自由软件的特性和演变,使用公开可用的数据源,从而实现结果的可重复性和第三方验证,这是任何实证研究的基本方面。主要的结果是,基本尺寸度量的一个小子集就足以描述一个软件系统,软件系统是自相似的,软件进化是一个短范围相关(短记忆)过程。
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A statistical examination of the evolution and properties of libre software
How and why does software evolve? This question has been under study since almost 40 years ago, and it is still a subject of controversy. In the seventies, Meir M. Lehman formulated the laws of software evolution, a first attempt to characterize the dynamics of the evolution of software. With the raise of the libre (free / open source) software development phenomenon, some cases that do not fulfill those laws have appeared. Are Lehman's laws valid in the case of libre software development? Is it possible to design an universal theory for software evolution? And if it is, how? This thesis is a large-scale empirical and statistical approach to analyze the properties and evolution of libre software, using publicly available data sources, hence enabling repeatability of the results and third parties verification, fundamental aspects of any empirical study. The main results are that a small subset of basic size metrics are enough to characterize a software system, software systems are self-similar, and software evolution is a short range correlated (short memory) process.
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