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High Performance Computing: Programming and Applications by John Levesque,Gene Wagenbreth PDF

By John Levesque,Gene Wagenbreth

High functionality Computing: Programming and Applications offers thoughts that tackle new functionality matters within the programming of excessive functionality computing (HPC) purposes. Omitting tedious information, the booklet discusses structure options and programming thoughts which are the main pertinent to software builders for reaching excessive functionality. even if the textual content concentrates on C and Fortran, the innovations defined could be utilized to different languages, reminiscent of C++ and Java.

Drawing on their event with chips from AMD and structures, interconnects, and software program from Cray Inc., the authors discover the issues that create bottlenecks in achieving stable functionality. They hide concepts that pertain to every of the 3 degrees of parallelism:

  • Message passing among the nodes

  • Shared reminiscence parallelism at the nodes or the a number of guideline, a number of information (MIMD) devices at the accelerator

  • Vectorization at the internal point

After discussing architectural and software program demanding situations, the publication outlines a method for porting and optimizing an present program to a wide hugely parallel processor (MPP) procedure. With a glance towards the long run, it additionally introduces using normal objective portraits processing devices (GPGPUs) for conducting HPC computations. A significant other site at includes all of the examples from the booklet, besides up to date timing effects at the most up-to-date published processors.

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High Performance Computing: Programming and Applications (Chapman & Hall/CRC Computational Science) by John Levesque,Gene Wagenbreth

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