Parallel Numerics - Winter 09: Difference between revisions
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== Contents == | == Contents == |
Revision as of 15:25, 10 December 2009
- Term
- Winter 09
- Lecturer
- Univ.-Prof. Dr. Thomas Huckle
- Time and Place
- Lecture: Monday 10:15 - 11:45 Uhr (MI 02.07.023), Tutorial Friday 10:15 - 11:45 Uhr (MI 02.07.023)
For the first lectures we will meet on oct. 23rd (friday), 26th (monday), and 30th (friday). The lecture on nov. 2nd does not take place
- Audience
- CSE (compulsory course, 3rd semester), Mathematics (Master), Informatics (Master) (Modul IN2012)
- Tutorials
- Martin Buchholz
- Exam
- tba
- Semesterwochenstunden / ECTS Credits
- SWS (2V + 2Ü) / 5 Credits
- TUMonline
- {{{tumonline}}}
This course will be given in every winter term. The lectures and tutorials are conducted in English, and the course substitutes the German lecture "Numerik auf Parallelrechnern".
News
Contents
- High-Performance Computing
- Performance: Analysis, Modeling, and Measurements
- Basic Linear Algebra Subprograms
- Direct Solution of Sparse Linear Systems
- Iterative Methods for Linear Systems
- Linear Eigenvalue Problems
- Programming in MPI
Course Material
Lecture Notes
Slides
- [Introduction]
- [Graphs]
- [BLAS]
- [Dense Matrices]
- [Sparse Matrices]
- [Iterative Methods for Sparse Matrices]
- [Preconditioning]
Tutorials
- Flynn's Taxonomy & MPI Basics ([Worksheet], [Sourcecode])
- Vector-Vector Operations & P2P Communication II ([Worksheet], [Sourcecode])
- Matrix-Matrix-Operations & P2P Communication III ([Worksheet], [Source Code])
- Parallel Gaussian elimination & Collective Operations ([Worksheet], [Source Code])
- Tridiagonal Matrices, the Hockney/Golub method & Message Tags ([Worksheet])
- Sparse Matrix-Vector Multiplication & MPI Communicators ([Worksheet])
- Stationary Methods ([Worksheet])
Literature & External Links
- Numerical Linear Algebra for High-Performance Computers (Dongarra, Duff, Sorensen, van der Vorst)
- Parallel Algorithms for Matrix Computations (Gallivan, Heath, Ng, Ortega,...)
- A User's Guide to MPI (Pacheco)
- Iterative Methods for Sparse Linear Systems (Saad)
- Loesung linearer Gleichungssysteme auf Parallelrechnern (Frommer)