TY - BOOK
T1 - High-performance scientific computing
T2 - Algorithms and applications
AU - Berry, Michael W.
AU - Gallivan, Kyle A.
AU - Gallopoulos, Efstratios
AU - Grama, Ananth
AU - Philippe, Bernard
AU - Saad, Yousef
AU - Saied, Faisal
N1 - Publisher Copyright:
© 2012 Springer-Verlag London Limited.
PY - 2012/10/1
Y1 - 2012/10/1
N2 - This book presents the state of the art in parallel numerical algorithms, applications, architectures, and system software. The book examines various solutions for issues of concurrency, scale, energy efficiency, and programmability, which are discussed in the context of a diverse range of applications. Features: includes contributions from an international selection of world-class authorities; examines parallel algorithm-architecture interaction through issues of 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.
AB - This book presents the state of the art in parallel numerical algorithms, applications, architectures, and system software. The book examines various solutions for issues of concurrency, scale, energy efficiency, and programmability, which are discussed in the context of a diverse range of applications. Features: includes contributions from an international selection of world-class authorities; examines parallel algorithm-architecture interaction through issues of 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.
UR - http://www.scopus.com/inward/record.url?scp=84949175414&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84949175414&partnerID=8YFLogxK
U2 - 10.1007/978-1-4471-2437-5
DO - 10.1007/978-1-4471-2437-5
M3 - Book
AN - SCOPUS:84949175414
SN - 1447124367
SN - 9781447124368
VL - 9781447124375
BT - High-performance scientific computing
PB - Springer Verlag
ER -
