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https://doi.org/10.1109/TSE.2020.3011388
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Título: | Efficient Execution of ATL Model Transformations Using Static Analysis and Parallelism |
Fecha de publicación: | 2022 |
Editorial: | Institute of Electrical and Electronics Engineers [Society Publisher] |
Cita bibliográfica: | IEEE Transactions on Software Engineering, V. 48, N. 4, 2022, 1097-1114 |
ISSN: | 0098-5589 1939-3520 (electrónico) |
Palabras clave: | Model transformation Scalability Performance MDE ATL Parallelization |
Resumen: | Although model transformations are considered to be the heart and soul of Model Driven Engineering (MDE), there are still several challenges that need to be addressed to unleash their full potential in industrial settings. Among other shortcomings, their performance and scalability remain unsatisfactory for dealing with large models, making their wide adoption difficult in practice. This paper presents A2L, a compiler for the parallel execution of ATL model transformations, which produces efficient code that can use existing multicore computer architectures, and applies effective optimizations at the transformation level using static analysis. We have evaluated its performance in both sequential and multi-threaded modes obtaining significant speedups with respect to current ATL implementations. In particular, we obtain speedups between 2.32x and 38.28x for the A2L sequential version, and between 2.40x and 245.83x when A2L is executed in parallel, with expected average speedups of 8.59x and 22.42x, respectively. |
Autor/es principal/es: | Sánchez Cuadrado, Jesús Burgueño, Loli Wimmer, Manuel Vallecillo, Antonio |
URI: | http://hdl.handle.net/10201/138341 |
DOI: | https://doi.org/10.1109/TSE.2020.3011388 |
Tipo de documento: | info:eu-repo/semantics/article |
Número páginas / Extensión: | 18 |
Derechos: | info:eu-repo/semantics/openAccess |
Descripción: | ©<2022>. This manuscript version is made available under the CC-BY-NC-ND license http://creativecommons.org/licenses/ccbyncdd/4.0/ This document is the Published, version of a Published Work that appeared in final form in [IEEE Transactions on Software Engineering]. To access the final edited and published work see [https://doi.org/10.1109/TSE.2020.3011388] |
Aparece en las colecciones: | Artículos: Informática y Sistemas |
Ficheros en este ítem:
Fichero | Descripción | Tamaño | Formato | |
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a2l-tse2022.pdf | Versión final | 1,69 MB | Adobe PDF | Visualizar/Abrir |
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