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performance programming problems arising in large scale computation.
Now there is cloud, with large scale computation, real-time information, and contexts.
I will describe custom source-to-source translators targeting different performance programming problems arising in large scale computation.
This research involves high energy scattering experiments at the Thomas Jefferson National Accelerator Facility and at other accelerators, theoretical calculations, and large scale computation using the technique of lattice QCD.
For a large scale computation problem such as the wave interaction with a very large structure or a large number of bodies, the BEMs with the FMM and pFFT accelerations are discussed, respectively, including the principles of the FMM and the pFFT, and their implementations in various integral equations with different Green functions.
Although MapReduce handles large scale computation, it doesn't support iteration.
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To facilitate large scale computations the algorithm is designed to retain strict data localization on processors.
As a consequence, such an approach provides a perfect base for large scale computations of texture development in polycrystals.
The errors incurred in using extrapolation and interpolation in large scale computations are analyzed and quantified in the wavenumber space.
Due to the complex behavior of both materials and structures, efficient numerical tools are developed herein in order to keep accuracy and robustness for large scale computations.
Finally, some potential applications of the acceleration methods for problems with large scale computations in the ocean and coastal engineering are introduced.
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