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- W4255540064 abstract "In this paper we advocate the Loop-of-stencil-reduce pattern as a way to simplify the parallel programming of heterogeneous platforms (multicore+GPUs). Loop-of-Stencil-reduce is general enough to subsume map, reduce, map-reduce, stencil, stencil-reduce, and, crucially, their usage in a loop. It transparently targets (by using OpenCL) combinations of CPU cores and GPUs, and it makes it possible to simplify the deployment of a single stencil computation kernel on different GPUs. The paper discusses the implementation of Loop-of-stencil-reduce within the FastFlow parallel framework, considering a simple iterative data-parallel application as running example (Game of Life) and a highly effective parallel filter for visual data restoration to assess performance. Thanks to the high-level design of the Loop-of-stencil-reduce, it was possible to run the filter seamlessly on a multicore machine, on multi-GPUs, and on both." @default.
- W4255540064 created "2022-05-12" @default.
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- W4255540064 date "2015-08-01" @default.
- W4255540064 modified "2023-09-27" @default.
- W4255540064 title "The Loop-of-Stencil-Reduce Paradigm" @default.
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- W4255540064 doi "https://doi.org/10.1109/trustcom.2015.628" @default.
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