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dc.contributor.authorSánchez Cuadrado, Jesús
dc.contributor.authorBurgueño, Loli
dc.contributor.authorWimmer, Manuel
dc.contributor.authorVallecillo-Moreno, Antonio Jesus 
dc.date.accessioned2020-07-27T17:39:20Z
dc.date.available2020-07-27T17:39:20Z
dc.date.created2020
dc.date.issued2020
dc.identifier.urihttps://hdl.handle.net/10630/19688
dc.description.abstractAlthough 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.en_US
dc.description.sponsorshipSpanish Research Projects PGC2018-094905-B-I00, TIN2015-73968-JIN (AEI/FEDER/UE), Ramón y Cajal 2017 research grant, TIN2016-75944-R. Austrian Federal Ministry for Digital and Economic Affairs, the National Foundation for Research, Technology and Development, and by the FWF under the Grant Numbers P28519-N31 and P30525-N31.en_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectModelos industrialesen_US
dc.subjectCompiladores (Programas de ordenador)en_US
dc.subject.otherModel transformationen_US
dc.subject.otherMDEen_US
dc.subject.otherATLen_US
dc.subject.otherPerformanceen_US
dc.subject.otherScalabilityen_US
dc.subject.otherParallelizationen_US
dc.titleEfficient execution of ATL model transformations using static analysis and parallelismen_US
dc.typeinfo:eu-repo/semantics/preprinten_US
dc.centroE.T.S.I. Informáticaen_US
dc.identifier.doi10.1109/TSE.2020.3011388


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