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The data parallel method is employed to exploit the massive fine-grained parallelism.
The task is highly data parallel [31]. .
Figure 14 Data parallel implementation-based FARM skeleton.
This approach is based on data parallel distribution.
The pipeline can run unmodified analysis tools by wrapping these using their genome data parallel toolkit.
This is resulted by the data parallel nature of the task.
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Optimizations of the simulation code at the several finer levels of parallelism that the data-parallel devices provide are described in terms of data layout, data flow and data-parallel instructions.
BSP (Bulk-synchronous parallelism) is an algorithm- and programming model of data-parallel computation.
Bulk-synchronous parallelism (BSP) is an algorithm and programming model of data-parallel computation.
This chapter discusses implementations of some well-known data-parallel algorithms.
We validate our results on data-parallel applications from the PARSEC and SPLASH suites.
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