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Computational Engineering (Rechnergestütztes Ingenieurwesen) (Master of Science) >>
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Programming Techniques for Supercomputers (Lecture and Tutorial) (PTfS)7.5 ECTS
(englische Bezeichnung: Programming Techniques for Supercomputers (Lecture and Tutorial))
(Prüfungsordnungsmodul: Wahlpflichtbereich Informatik)
Modulverantwortliche/r: Gerhard Wellein
Lehrende:
Gerhard Wellein
| Start semester: |
SS 2019 | Duration: |
1 semester | Cycle: |
jährlich (SS) |
| Präsenzzeit: |
90 Std. | Eigenstudium: |
135 Std. | Language: |
Englisch |
Lectures:
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Programming Techniques for Supercomputers
(Vorlesung, 4 SWS, Gerhard Wellein, Mon, Wed, 16:15 - 17:45, H10; Thu, 8:15 - 9:45, H10; First lecture: April 23rd, 2019 (Wednesday). There will be one lecture on Monday and the other one Wednesday OR Thursday (final decision after first lecture))
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Programming Techniques for Supercomputers
(Übung, 2 SWS, Gerhard Wellein, Mon, 14:15 - 15:45, 00.153-113; Wed, 10:15 - 11:45, 0.01-142; First tutorials: Monday, April 29th)
Empfohlene Voraussetzungen:
Experience in C/C++ or Fortran programming required; basic knowledge of MPI and OpenMP programming
Inhalt:
- Introduction to the architecture of modern supercomputers
Single core architecture and optimisation strategies
Memory hierarchy and data access optimization
Concepts of parallel computers and parallel computing
Efficient “shared memory” parallelisation (OpenMP)
Parallelisation approaches for multi-core processors including GPUs
Efficient “distributed memory” parallelisation (MPI)
Roofline performance model
Serial and parallel performance modelling
Energy efficient implementation and execution of parallel programs
Lernziele und Kompetenzen:
Students
acquire a comprehensive overview of programming modern supercomputers efficiently for numerical simulations
learn modern optimisation and parallelisation strategies, guided by structured performance modelling
acquire an insight into innovative programming techniques and alternative supercomputer architectures
are able to implement basic numerical methods with high hardware efficiency on parallel computers
are able to program and use modern supercomputer with high (energy) efficiency
Literatur:
G. Hager and G. Wellein: Introduction to High Performance Computing for Scientists and Engineers. CRC Computational Science Series, 2010. ISBN 978-1439811924
J. Hennessy and D. Patterson: Computer Architecture. A Quantitative Approach. Morgan Kaufmann Publishers, Elsevier, 2003. ISBN 1-55860-724-2
Weitere Informationen:
www: http://moodle.rrze.uni-erlangen.de/moodle/course/view.php?id=145
Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:
- Computational Engineering (Rechnergestütztes Ingenieurwesen) (Master of Science): ab 1. Semester
(Po-Vers. 2013 | TechFak | Computational Engineering (Rechnergestütztes Ingenieurwesen) (Master of Science) | Wahlpflichtbereich Informatik | Wahlpflichtbereich Informatik)
Dieses Modul ist daneben auch in den Studienfächern "Informatik (Bachelor of Arts (2 Fächer))", "Informatik (Bachelor of Science)", "Informatik (Master of Science)", "Mathematik (Bachelor of Science)" verwendbar. Details
Studien-/Prüfungsleistungen:
Programming Techniques for Supercomputers (Lecture and Tutorial)_ (Prüfungsnummer: 278169)- Prüfungsleistung, Klausur, Dauer (in Minuten): 90, benotet, 7.5 ECTS
- Anteil an der Berechnung der Modulnote: 100.0 %
- weitere Erläuterungen:
Written exam will also cover material presented and exercised in the tutorials.
In der Klausur wird auch Stoff der Übungen abgeprüft.
- Prüfungssprache: Englisch
- Erstablegung: SS 2019, 1. Wdh.: WS 2019/2020, 2. Wdh.: keine Wiederholung
| 1. Prüfer: | Gerhard Wellein |
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