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By Ronald W. Shonkwiler,Lew Lefton

during this textual content, scholars of utilized arithmetic, technological know-how and engineering are brought to basic methods of pondering the wide context of parallelism. The authors commence by way of giving the reader a deeper realizing of the problems via a common exam of timing, facts dependencies, and verbal exchange. those rules are applied with recognize to shared reminiscence, parallel and vector processing, and disbursed reminiscence cluster computing. Threads, OpenMP, and MPI are lined, in addition to code examples in Fortran, C, and Java. the rules of parallel computation are utilized all through because the authors hide conventional issues in a primary direction in medical computing. development at the basics of floating aspect illustration and numerical errors, a radical remedy of numerical linear algebra and eigenvector/eigenvalue difficulties is supplied. via learning how those algorithms parallelize, the reader is ready to discover parallelism inherent in different computations, resembling Monte Carlo methods.

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An Introduction to Parallel and Vector Scientific Computation (Cambridge Texts in Applied Mathematics) by Ronald W. Shonkwiler,Lew Lefton

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