000			04697nam a22005175i 4500
001			978-1-4471-2437-5
003			DE-He213
005			20140220083235.0
007			cr nn 008mamaa
008			120116s2012 xxk| s |||| 0|eng d
020			_a9781447124375 _9978-1-4471-2437-5
024	7		_a10.1007/978-1-4471-2437-5 _2doi
050		4	_aQA297-299.4
072		7	_aUYA _2bicssc
072		7	_aCOM051300 _2bisacsh
082	0	4	_a518 _223
100	1		_aBerry, Michael W. _eeditor.
245	1	0	_aHigh-Performance Scientific Computing _h[electronic resource] : _bAlgorithms and Applications / _cedited by Michael W. Berry, Kyle A. Gallivan, Efstratios Gallopoulos, Ananth Grama, Bernard Philippe, Yousef Saad, Faisal Saied.
264		1	_aLondon : _bSpringer London, _c2012.
300			_aXIII, 346p. 106 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aParallel 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.
520			_aAdvances 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 comprehensive text/reference, inspired by the visionary work of Prof. Ahmed H. Sameh, represents the state of the art in parallel numerical algorithms, applications, architectures, and system software. Articles in this collection address solutions to various challenges arising from concurrency, scale, energy efficiency, and programmability. These solutions are discussed in the context of diverse applications, ranging from scientific simulations to large-scale data analysis and mining. Topics and features: Includes contributions from an international selection of world-class authorities, inspired by the work of Prof. Ahmed H. Sameh Examines various aspects of parallel algorithm-architecture interaction through articles on computational capacity-based codesign and automatic restructuring of programs using compilation techniques Reviews emerging applications of numerical methods in information retrieval and data mining Discusses the latest issues in dense and sparse matrix computations for modern high-performance systems, multicores, manycores and GPUs, and several perspectives on the Spike family of algorithms for solving linear systems Presents outstanding challenges and developing technologies, and puts these in their historical context This authoritative reference is a must-read for researchers and graduate students in disciplines as diverse as computational fluid dynamics, signal processing, and structural mechanics. Professionals involved in applications that rely on high-performance computers will also find the text an essential resource.
650		0	_aComputer science.
650		0	_aElectronic data processing.
650		0	_aInformation storage and retrieval systems.
650	1	4	_aComputer Science.
650	2	4	_aNumeric Computing.
650	2	4	_aInformation Storage and Retrieval.
650	2	4	_aMath Applications in Computer Science.
700	1		_aGallivan, Kyle A. _eeditor.
700	1		_aGallopoulos, Efstratios. _eeditor.
700	1		_aGrama, Ananth. _eeditor.
700	1		_aPhilippe, Bernard. _eeditor.
700	1		_aSaad, Yousef. _eeditor.
700	1		_aSaied, Faisal. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9781447124368
856	4	0	_uhttp://dx.doi.org/10.1007/978-1-4471-2437-5
912			_aZDB-2-SCS
999			_c100675 _d100675