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Por favor, use este identificador para citar o enlazar este ítem: http://uvadoc.uva.es/handle/10324/29135
Título: Supporting the Xeon Phi coprocessor in a Heterogeneous Programming Model
Autor: Moretón, Ana
Rodriguez-Gutiez, Eduardo
Gonzalez-Escribano, Arturo
Llanos, Diego R.
Congreso: Euro-Par
Año del Documento: 2017
Editorial: Springer
Descripción: Producción Científica
Documento Fuente: 23rd International European Conference on Parallel and Distributed Computing (EuroPar'2017). Santiago de Compostela (Spain), 2017
Resumen: Supercomputers are becoming more heterogeneous. They are composed by several machines with different computation capabilities and different kinds and families of accelerators, such as GPUs or Intel Xeon Phi coprocessors. Programming these machines is a hard task, that requires a deep study of the architectural details, in order to exploit efficiently each computational unit. In this paper, we present an extension of a GPU-CPU heterogeneous programming model, to include support for Intel Xeon Phi coprocessors. This contribution extends the previous model and its implementation, by taking advantage of both the GPU communication model and the CPU execution model of the original approach, to derive a new approach for the Xeon Phi. Our experimental results show that using our approach, the programming effort needed for changing the kind of target devices is highly reduced for several study cases. For example, using our model to program a Mandelbrot benchmark, the 97% of the application code is reused between a GPU implementation and a Xeon Phi implementation.
DOI: 10.1007/978-3-319-64203-1_33
Patrocinador: MICINN (Spain) and ERDF program of the European Union: HomProg-HetSys project (TIN2014-58876-P), and COST Program Action IC1305: Network for Sustainable Ultrascale Computing (NESUS).
Version del Editor: https://link.springer.com/chapter/10.1007/978-3-319-64203-1_33
Propietario de los Derechos: Springer
Idioma: eng
URI: http://uvadoc.uva.es/handle/10324/29135
Derechos: info:eu-repo/semantics/restrictedAccess
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