<abstract xmlns="http://www.w3.org/1999/xhtml"><p> Lack of up-to-date software documentation hinders the software evolution and maintenance processes, as simply the outdated software structure and code could be easily misunderstood. One approach to overcoming such problems is using software modularization, in which the software architecture is extracted from the available source code; such that developers can assess the reconstructed architecture against the required changes. Unfortunately, existing software modularization approaches are not accurate, as they ignore polymorphic calls among system modules. Furthermore, they are tightly coupled to the used programming language. To overcome such problems, this paper proposes the E-CDGM approach. E-CDGM decouples the extracted call dependency graph from the programming language by using the proposed intermediate code language (known as mCode). It also takes into consideration the polymorphic calls during the call dependency graph generation. It uses a new evolutionary optimization approach to find the best modularization option; adopting reward and penalty functions. Finally, it uses statistical analysis to build a final consolidated modularization model using different generated modularization solutions. Experimental results show that the proposed E-CDGM approach provides more accurate results when compared against existing well-known modularization approaches.</p></abstract>

Lack of up-to-date software documentation hinders the software evolution and maintenance processes, as simply the outdated software structure and code could be easily misunderstood. One approach to overcoming such problems is using software modularization, in which the software architecture is extracted from the available source code; such that developers can assess the reconstructed architecture against the required changes. Unfortunately, existing software modularization approaches are not accurate, as they ignore polymorphic calls among system modules. Furthermore, they are tightly coupled to the used programming language. To overcome such problems, this paper proposes the E-CDGM approach. E-CDGM decouples the extracted call dependency graph from the programming language by using the proposed intermediate code language (known as mCode). It also takes into consideration the polymorphic calls during the call dependency graph generation. It uses a new evolutionary optimization approach to find the best modularization option; adopting reward and penalty functions. Finally, it uses statistical analysis to build a final consolidated modularization model using different generated modularization solutions. Experimental results show that the proposed E-CDGM approach provides more accurate results when compared against existing well-known modularization approaches.

E-CDGM: An Evolutionary Call-Dependency Graph Modularization Approach for Software Systems

Department of Computer Science, Faculty of Mathematical Sciences, University of Tabriz, Tabriz, Iran

Department of Computer Engineering, Middle East Technical University, Northern Cyprus Campus, Guzelyurt, Mersin 10, Turkey

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Lack of up-to-date software documentation hinders the software evolution and maintenance processes, as simply the outdated software structure and code could be...

E-CDGM: An Evolutionary Call-Dependency Graph Modularization Approach for Software Systems

Data publikacji: 19 sie 2016

Zakres stron: 70 - 90

DOI: https://doi.org/10.1515/cait-2016-0035

Słowa kluczowe
E-CDGM, call-dependency graph, software architecture, modularization, evolutionary approach

© by Habib Izadkhah

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

E-CDGM: An Evolutionary Call-Dependency Graph Modularization Approach for Software Systems

Data publikacji: 19 sie 2016

Zakres stron: 70 - 90

DOI: https://doi.org/10.1515/cait-2016-0035

Słowa kluczoweE-CDGM, call-dependency graph, software architecture, modularization, evolutionary approach

© by Habib Izadkhah

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Słowa kluczowe
E-CDGM, call-dependency graph, software architecture, modularization, evolutionary approach