D. Watson, H. Siegel, J. Antonio, M. A. Nichols, M. Atallah
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A Framework for Compile-Time Selection of Parallel Modes in an Simd/spmd Heterogeneous Environment
A framework for estimating the relative execution time of a data-parallel algorir!hm in an environment capable of the SIMD and SPMD (Single Program Multiple Data) modes of computation is presented. Given a data-parallel program in a language whose syntax is mode-independent, and empirical inj5ormation about instruction execution time characteristics, the long-term goal is to determine at compile time an implemenlation that results in an optimal execution time for a heterogeneous system capable of SIMD and SPMD parallelism.
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