On the use of evolutionary coupling for software architecture recovery

Title On the use of evolutionary coupling for software architecture recovery
Author Saydemir, Abdullah, Simitcioğlu, Muhammed Esad, Sözer, Hasan
Publication Date: 2021
Publication Place - IEEE
Subject Empirical software engineering, Evolutionary coupling, Program comprehension, Software architecture reconstruction, Software architecture recovery, Software maintenance
Type Document
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 978-166541070-0
Record ID 0ba7d29e-97fd-439f-bc35-2fb3f7b71a82
Library Location Computer Science
Date 2021
Sample Text Software architecture documentation can be partially obtained automatically by means of software architecture recovery tools. These tools mainly cluster software modules to provide a high level structural organization of these modules. They use dependency graphs as input. These graphs reflect various types of coupling among software modules. In this paper, we present an empirical evaluation of using evolutionary coupling as a complementary source of information for software architecture recovery. We use 3 open source projects as subject systems. We derive inter-module dependencies for these systems based on various levels of evolutionary coupling among their modules. We investigate the accuracy of software architecture recovery when input dependency graphs are extended with these additional dependencies. Results show that involving evolutionary coupling in the process can increase the accuracy of architecture recovery by up to 40%.
DOI 10.1109/UYMS54260.2021.9659761
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On the use of evolutionary coupling for software architecture recovery

Author Saydemir, Abdullah, Simitcioğlu, Muhammed Esad, Sözer, Hasan
Publication Date 2021
Publication Place - IEEE
Subject Empirical software engineering, Evolutionary coupling, Program comprehension, Software architecture reconstruction, Software architecture recovery, Software maintenance
Type Document
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 978-166541070-0
Record ID 0ba7d29e-97fd-439f-bc35-2fb3f7b71a82
Library Location Computer Science
Date 2021
Sample Text Software architecture documentation can be partially obtained automatically by means of software architecture recovery tools. These tools mainly cluster software modules to provide a high level structural organization of these modules. They use dependency graphs as input. These graphs reflect various types of coupling among software modules. In this paper, we present an empirical evaluation of using evolutionary coupling as a complementary source of information for software architecture recovery. We use 3 open source projects as subject systems. We derive inter-module dependencies for these systems based on various levels of evolutionary coupling among their modules. We investigate the accuracy of software architecture recovery when input dependency graphs are extended with these additional dependencies. Results show that involving evolutionary coupling in the process can increase the accuracy of architecture recovery by up to 40%.
DOI 10.1109/UYMS54260.2021.9659761
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