Non-Fiction Books:

GMRES Solver with ILU(k) for Large-Scale Sparse Linear Systems on GPUs

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Description

The GMRES algorithm and ILU preconditioners are among the most commonly used methods for solving large-scale sparse linear systems. Based on excellent parallel computing performance, GPUs have been a promising hardware architecture. We devote our efforts into the development of a GMRES solver with ILU(k) preconditioners on GPUs and achieve favorable speedup effects. Our GPU computation includes high performance algorithms such as GMRES, SPMV, RAS, nested RAS, ILU(0), ILUT, BILU(k), decoupled ILU(k) and parallel triangular solver.
Release date Australia
November 30th, 2015
Audience
  • General (US: Trade)
Pages
208
Dimensions
152x229x12
ISBN-13
9783659791932
Product ID
24521055

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