CUDA-based scientific computing tools and selected applications

Göttingen, Univ., Diss., 2012

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Bibliographische Detailangaben
1. Verfasser:	Kramer, Stephan Christoph (VerfasserIn)
Weitere Verfasser:	Lube, Gert (BerichterstatterIn), Kree, Reiner (BerichterstatterIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	2012
Schlagworte:	Hochschulschrift
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Beschreibung
Zusammenfassung:	Göttingen, Univ., Diss., 2012 The first goal of this thesis is the design of SciPAL (Scientific and Parallel Algorithms Library), a C++-based and operating-system-independent library. The core of SciPAL is a domain-specific embedded language for dense and sparse linear algebra which is presented in chapter 1. Chapter 2 shows that by using SciPAL, algorithms can be stated in a mathematically intuitive, unified way in terms of matrix and vector operations. The resulting rapid prototyping capabilities are discussed by using LU factorization and principal component analysis as example. SciPAL ports the most frequently used ...
Beschreibung:	162 S. Ill., graph. Darst.