ExaStencils: Advanced Stencil-Code Engineering
Author(s): Lengauer C, Apel S, Größlinger A, Grebhahn A, Kronawitter S, Bolten M, Rittich H, Hannig F, Köstler H, Rüde U, Teich J, Kuckuk S, Schmitt C
Title edited volumes: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Publishing place: Berlin; Heidelberg
Publication year: 2014
Title of series: Lecture Notes in Computer Science (LNCS)
Conference Proceedings Title: Proc. of Euro-Par 2014: Parallel Processing Workshops
Pages range: 553-564
Event: Euro-Par: Parallel Processing Workshops
Event location: Porto
Start date of the event: 25/08/2014
End date of the event: 26/08/2014
Project ExaStencils pursues a radically new approach to stencil-code engineering. Present-day stencil codes are implemented in general-purpose programming languages, such as Fortran, C, or Java, or derivates thereof, and harnesses for parallelism, such as OpenMP, OpenCL or MPI. ExaStencils favors a much more domain-specific approach with languages at several layers of abstraction, the most abstract being the mathematical formulation, the most concrete the optimized target code. At every layer, the corresponding language expresses not only computational directives but also domain knowledge of the problem and platform to be leveraged for optimization. This approach will enable a highly automated code generation at all layers and has been demonstrated successfully before in the U.S. projects FFTW and SPIRAL for certain linear transforms.
FAU Authors / FAU Editors How to cite
APA: Lengauer, C., Apel, S., Größlinger, A., Grebhahn, A., Kronawitter, S., Bolten, M.,... Schmitt, C. (2014). ExaStencils: Advanced Stencil-Code Engineering. In Proc. of Euro-Par 2014: Parallel Processing Workshops (pp. 553-564). Berlin; Heidelberg: Springer-Verlag.
MLA: Lengauer, Christian, et al. "ExaStencils: Advanced Stencil-Code Engineering." Proceedings of the Euro-Par: Parallel Processing Workshops, Porto Berlin; Heidelberg: Springer-Verlag, 2014. 553-564.