A Generative Model of Software Dependency Graphs to Better Understand Software Evolution [article]

Vincenzo Musco and Martin Monperrus and Philippe Preux
2017 arXiv   pre-print
Software systems are composed of many interacting elements. A natural way to abstract over software systems is to model them as graphs. In this paper we consider software dependency graphs of object-oriented software and we study one topological property: the degree distribution. Based on the analysis of ten software systems written in Java, we show that there exists completely different systems that have the same degree distribution. Then, we propose a generative model of software dependency
more » ... aphs which synthesizes graphs whose degree distribution is close to the empirical ones observed in real software systems. This model gives us novel insights on the potential fundamental rules of software evolution.
arXiv:1410.7921v3 fatcat:yax3ulvejjalzmmkcntzodnfry