December 2014
Intermediate to advanced
785 pages
29h 35m
English
Content preview from Accelerating MATLAB Performance
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285
6
Explicit Parallelization Using MathWorks Toolboxes
*
Several years ago, when multicore multi-CPU machines became mainstream, parallel
processing was recognized as an indispensable tool for solving many scientic and engi-
neering problems.
875
Furthermore, modern graphics processing units (GPUs) have gained
popularity for high-performance computing (HPC) since, with the release of the CUDA
(Nvidia’s parallel computing architecture)
876
and OpenCL
877
frameworks, it is no longer
necessary to program the GPUs through a graphics API. The ability to take advantage of
multiple CPUs, cores and GPUs is called parallel processing, or parallelization
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