High-Performance Scientific Computing: Algorithms and by Michael W. Berry,Kyle A. Gallivan,Efstratios

By Michael W. Berry,Kyle A. Gallivan,Efstratios Gallopoulos,Ananth Grama,Bernard Philippe,Yousef Saad,Faisal Saied

This ebook provides the cutting-edge in parallel numerical algorithms, purposes, architectures, and process software program. The e-book examines numerous strategies for problems with concurrency, scale, strength potency, and programmability, that are mentioned within the context of a various variety of functions. positive factors: comprises contributions from a world number of world-class specialists; examines parallel algorithm-architecture interplay via problems with computational capacity-based codesign and automated restructuring of courses utilizing compilation recommendations; experiences rising purposes of numerical tools in details retrieval and knowledge mining; discusses the newest matters in dense and sparse matrix computations for contemporary high-performance platforms, multicores, manycores and GPUs, and several other views at the Spike kin of algorithms for fixing linear structures; provides remarkable demanding situations and constructing applied sciences, and places those of their ancient context.

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