Qiang, Ye, et al. “On the Evolution of Linux Kernels: A Complex Network Perspective”. Journal of Software: Evolution & Process, vol. 25, no. 5, 2013, pp. 439-58, https://doi.org/10.1002/smr.1550.

Genre

  • Journal Article
Contributors
Author: Qiang, Ye
Author: Lei, Wang
Author: Chen, Yang
Author: Pengzhi, Yu
Author: Zheng, Wang
Date Issued
2013
Abstract

This paper presents a novel method to study the evolution of Linux kernel components using complex networks to understand how Linux kernel components evolve over time. After analyzing the node degree distribution, clustering coefficient, and average path length of the call graphs corresponding to the kernel components of 130 development versions and 94 stable versions (V1.0 to V2.4.35), we found that the call graphs of the file system, driver, kernel, memory management, and net components are scale-free, small-world complex networks. In addition, all of the five components exhibit very strong preferential attachment tendency. With such in-depth understanding of the features of the Linux kernel components, we propose a generic method that could be used to find major structural changes that occur during the evolution of software systems.

Language

  • English
Page range
439-458
Host Title
Journal of Software: Evolution & Process
Volume
25
Issue
5
ISSN
2047-7481