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High-performance scientific computing [Elektronski vir] : algorithms and applicationsAdvances 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 rivals and in many cases exceeds 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 resourceType of material - e-bookPublication and manufacture - London ; New York : Springer, cop. 2012Language - englishISBN - 978-1-4471-2437-5; 1-4471-2437-5COBISS.SI-ID - 1545590239
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SpringerLink e-books 2008-2012Celotno besedilo dostopno za uporabnike SpringerLink slovenskega konzorcija neprofitnih institucij
Full text accessible to the users of SpringerLink Slovenian Consortium of Non-Profit Institutions
DOI
Other authors
Berry, Michael W.
Topics
Electronic data processing |
Supercomputers |
Science |
Data processing |
Computer science |
Information storage and retrieval systems |
Computer Science |
Numeric Computing |
Information Storage and Retrieval |
Math Applications in Computer Science |
MATHEMATICS / Numerical Analysis |
Computer science |
Electronic data processing |
Information storage and retrieval systems |
Science |
Data processing |
Supercomputers |
Informatique |
Electronic books
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