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Issue title: A New Overview of the Trilinos Project – Part 1
Article type: Research Article
Authors: Baker, C.G.; | Heroux, M.A.
Affiliations: Computational Engineering and Energy Science Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA. E-mail: [email protected] | Department of Scalable Algorithms, Sandia National Laboratories, Albuquerque, NM, USA. E-mail: [email protected]
Note: [] Corresponding author: Christopher G. Baker, Computational Engineering and Energy Science Group, P.O. Box 2008 MS6003, Oak Ridge National Laboratory, Oak Ridge, TN 37831-6003, USA. E-mail: [email protected].
Abstract: We present Tpetra, a Trilinos package for parallel linear algebra primitives implementing the Petra object model. We describe Tpetra's design, based on generic programming via C++ templated types and template metaprogramming. We discuss some benefits of this approach in the context of scientific computing, with illustrations consisting of code and notable empirical results.
Keywords: Generic programming, scientific computing, template metaprogramming, shared-memory programming, distributed-memory programming, many-core computing
DOI: 10.3233/SPR-2012-0349
Journal: Scientific Programming, vol. 20, no. 2, pp. 115-128, 2012
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