High-Performance Scientific Computing Algorithms and Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Berry, Michael W. (Editor), Gallivan, Kyle A. (Editor), Gallopoulos, Efstratios (Editor), Grama, Ananth (Editor), Philippe, Bernard (Editor), Saad, Yousef (Editor), Saied, Faisal (Editor)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2012.
• Subjects: Computer science.; Numerical analysis.; Computer science > Mathematics.; Information storage and retrieval.; Computer Science.; Numeric Computing.; Information Storage and Retrieval.; Math Applications in Computer Science.

Advances in the development of parallel algorithms and system software now enable the ever-increasing power of scalable high-performance computers to be harnessed for scientific computing applications at fidelities that rival – and in many cases exceed – experimental methodologies. This comprehensiv...

Table of Contents:

• Parallel Numerical Computing from Illiac IV to Exascale
• Computational Capacity-Based Co-design of Computer Systems
• Measuring Computer Performance
• A Compilation Framework for the Automatic Restructuring of Pointer-Linked Data Structures
• Dense Linear Algebra on Accelerated Multicore Hardware
• The Explicit SPIKE Algorithm
• The SPIKE Factorization as Domain Decomposition Method
• Parallel Solution of Sparse Linear Systems
• Parallel Block-Jacobi SVD Methods
• Robust and Efficient Multifrontal Solver for Large Discretized PDEs
• A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems
• Effect of Ordering for Iterative Solvers in Structural Mechanics Problems
• Scaling Hypre’s Multigrid Solvers to 100,000 Cores
• A Riemannian Dennis-Moré Condition
• A Jump-Start of Non-Negative Least Squares Solvers
• Fast Nonnegative Tensor Factorization with an Active-Set-Like Method
• Knowledge Discovery Using Nonnegative Tensor Factorization with Visual Analytics.