Parallel Numerics - Winter 16
- Term
- Winter 2016
- Lecturer
- Univ.-Prof. Dr. Thomas Huckle
- Time and Place
- Lecture: Tuesday (first lecture: 18.10.2016), 12:15 - 13:45, MI 00.13.009A
- Tutorial: Friday (first tutorial: 28.10.2016), 10:15 - 11:45, MI 00.13.009A, see Tutorials
- Audience
- IN2012
- Master CSE
- Master Mathematics
- Master Informatics
- Master Mathematics in Data Science
- Master Data Engineering and Analytics
- Tutorials
- Benjamin Uekermann
- Exam
- Semesterwochenstunden / ECTS Credits
- 4 SWS (2V + 2Ü) / 5 credits
- TUMonline
News
| 23.09.2016 | First lecture takes place on 18.10.2016, first tutorial on 28.10.2016. There will be no tutorial on 23.12.2016 . |
|---|
Lecture slides
| Number | Date | Slides |
| 1 | 18.10.2016 | lecture_1.pdf |
| 2 | 25.10.2016 | lecture_2.pdf |
| 3 | 08.11.2016 | lecture_3.pdf |
| 4 | 15.11.2016 | lecture_4.pdf |
| 5 | 22.11.2016 | lecture_5.pdf |
| 6 | 29.11.2016 | lecture_6.pdf |
| 7 | 06.12.2016 | lecture_7.pdf |
Tutorials
| Number | Date | Topic | Worksheet | Proposal for solution | Code |
| 1 | 28.10.2016 | Flynn's Taxonomy & MPI Basics | description01.pdf | solution01.pdf | sheet01_task05.cpp sheet01_task06.cpp |
| 2 | 30.10.2015 | Numerical Integration & P2P Communication I | description02.pdf | solution02.pdf | sheet02_task01.cpp |
| 3 | 03.11.2015 | Vector-Vector Operations & P2P Communication II | description03.pdf | solution03.pdf | sheet03_task05.cpp |
| 4 | 13.11.2015 | Matrix-Matrix-Operations & P2P Communication III | description04.pdf | solution04.pdf | sheet04_task05.cpp slides04.pdf |
| 5 | 20.11.2015 | Parallel LU Decomposition & Collective Operations | description05.pdf | solution05.pdf | sheet05_task03.cpp |
| 6 | 27.11.2015 | Tridiagonal Matrices, Hockney/Golub method & Message Tags | description06.pdf | solution06.pdf | sheet06_task01_serial.cpp sheet06_task01_parallel.cpp sheet06_task03.cpp slides6.pdf |
| 7 | 04.12.2015 | Sparse Matrix-Vector Multiplication & MPI Communicators | description07.pdf | sheet07_task03.cpp |
Literature & external links
- Eijkhout, Chow, van de Geijn: Introduction to High Performance Scientific Computing
- Dongarra, Duff, Sorensen, van der Vorst: Numerical Linear Algebra for High-Performance Computers
- Gallivan, Heath, Ng, Ortega: Parallel Algorithms for Matrix Computations
- Pacheco: A User's Guide to MPI
- Saad: Iterative Methods for Sparse Linear Systems
- Frommer: Lösung linearer Gleichungssysteme auf Parallelrechnern
- An Introduction To Quantum Computing for Non-Physicists