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- W2004478449 abstract "We present Dubstep, a novel system that uses the find-transform-navigate paradigm to automatically explore new parallelization opportunities in already parallelized (fully-synchronized) programs by opportunistically relaxing synchronization primitives. This set of transformations generates a space of alternative, possibly non-deterministic, parallel programs with varying performance and accuracy characteristics. The freedom to generate parallel programs whose output may differ (within statistical accuracy bounds) from the output of the original program enables a significantly larger optimization space. Dubstep then searches this space to find a parallel program that will, with high likelihood, produce outputs that are acceptably close to the outputs that the original, fully synchronized parallel program would have produced." @default.
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- W2004478449 date "2012-10-21" @default.
- W2004478449 modified "2023-10-02" @default.
- W2004478449 title "Dancing with uncertainty" @default.
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- W2004478449 doi "https://doi.org/10.1145/2414729.2414738" @default.
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