RT Conference Proceedings
T1 A Linda-based Platform for the Parallel Execution of Out-place Model Transformations
A1 Burgueño-Caballero, Lola
A1 Wimmer, Manuel
A1 Vallecillo-Moreno, Antonio Jesús
K1 Modelización
AB Context: The performance and scalability of model transformations is gaininginterest as industry is progressively adopting model-driven techniques and multicorecomputers are becoming commonplace. However, existing model transformationengines are mostly based on sequential and in-memory execution strategies,and thus their capabilities to transform large models in parallel and distributedenvironments are limited.Objective: This paper presents a solution that provides concurrency and distributionto model transformations.Method: Inspired by the concepts and principles of the Linda coordination language,and the use of data parallelism to achieve parallelization, a novel Javabasedexecution platform is introduced. It offers a set of core features for theparallel execution of out-place transformations that can be used as a target forhigh-level transformation language compilers.Results: Significant gains in performance and scalability of this platform are reportedwith regard to existing model transformation solutions. These results aredemonstrated by running a model transformation test suite, and by its comparisonagainst several state-of-the-art model transformation engines.Conclusion: Our Linda-based approach to the concurrent execution of modeltransformations can serve as a platform for their scalable and efficient implementationin parallel and distributed environments.
YR 2017
FD 2017
LK http://hdl.handle.net/10630/14398
UL http://hdl.handle.net/10630/14398
LA eng
NO Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.
DS RIUMA. Repositorio Institucional de la Universidad de Málaga
RD 19 ene 2026