Title :
An Ontology-Based Product Architecture Derivation Approach
Author :
Duran-Limon, Hector A. ; Garcia-Rios, Carlos A. ; Castillo-Barrera, Francisco E. ; Capilla, Rafael
Author_Institution :
Dept. of Inf. Syst., Univ. of Guadalajara, Guadalajara, Mexico
Abstract :
Software product line (SPL) engineering has proven to improve software quality and shorten development cycles, cost and time. In product line engineering, product derivation is concerned with the realization of the variability at the implementation level. However, the majority of research works focuses on instantiating the variants selected in the final product, while the derivation at the architecture level has been poorly explored. As product line engineers often customize the product architecture by hand during the application engineering phase, the derivation and customization processes of the product line architecture (PLA) might be in some cases error-prone. Consequently, in this research we present an Ontology-based product Architecture Derivation (OntoAD) framework which automates the derivation of product-specific architectures from an SPL architecture. Our solution uses a language-independent model to specify the product line architecture and a model-driven engineering approach for architecture derivation activities. We use an ontology formalism to reason about the automatic generation of model-to-model transformation rules based on the selection of features and we illustrate our approach using a voice over IP motivating example. Finally, we report results about scalability and performance regarding the size of the variability model.
Keywords :
ontologies (artificial intelligence); software architecture; software product lines; software quality; OntoAD; PLA; SPL architecture; SPL engineering; architecture derivation activities; features selection; language-independent model; model-driven engineering; model-to-model transformation rules; ontology-based product architecture derivation approach; product customization; product derivation; product line architecture; product-specific architectures; software development cost; software development cycles; software development time; software product line engineering; software quality; voice over IP; Computer architecture; Ontologies; Scalability; Software architecture; Software product lines; Unified modeling language; Architecture Derivation; Feature Models; Model-Driven Engineering; Ontologies; Product Derivation; Scalability; Software Architecture; Software Product Lines; Software product lines; architecture derivation; feature models; model-driven engineering; ontologies; product derivation; scalability; software architecture;
Journal_Title :
Software Engineering, IEEE Transactions on
DOI :
10.1109/TSE.2015.2449854