Popis předmětu - BE4M35PAG
BE4M35PAG | Parallel algorithms | ||
---|---|---|---|
Role: | PO | Rozsah výuky: | 2P+2S |
Katedra: | 13135 | Jazyk výuky: | EN |
Garanti: | Šůcha P. | Zakončení: | Z,ZK |
Přednášející: | Šůcha P. | Kreditů: | 6 |
Cvičící: | Antonov N., Bouška M., Módos I., Šůcha P. | Semestr: | Z |
Webová stránka:
https://cw.fel.cvut.cz/wiki/courses/b4m35pag/startAnotace:
In the introductory lectures, we will focus on general approaches to design of parallel algorithms and their properties important for understanding the fundamental principles of parallel and distributed algorithms. Subsequently we will talk about fundamental parallel algorithms; typically, constituting cornerstones of algorithms for real-world problems. The laboratory exercise will be aimed at hardware platform commonly used in practice.Osnovy přednášek:
1. | Introduction to Parallel Computing | |
2. | Principles of Parallel Algorithms Design | |
3. | Basic Communication Operations | |
4. | Analytical Modeling of Parallel Algorithms | |
5. | Matrix Algorithms | |
6. | Algorithms for Linear Algebra | |
7. | Sorting, TEST | |
8. | Parallel Accelerators | |
9. | Graph Algorithms I. | |
10. | Graph Algorithms II. | |
11. | Combinatorial Algorithms | |
12. | Dynamic Programming | |
13. | Fast Fourier Transform |
Osnovy cvičení:
1. | Introduction to parallel programming, environment setting | |
2. | Introduction to Cpp11 threads | |
3. | Advanced constructs in Cpp11 | |
4. | Assignment of the semestral work + homework 1 | |
5. | OpenMP - basic constructs | |
6. | OpenMP - vectorization, parallel sort | |
7. | Homework 2, deadline for homework 1 | |
8. | Semestral work - consultation | |
9. | OpenMPI - distributed algorithms | |
10. | Homework 3, deadline for homework 2 | |
11. | Semestral work - consultation | |
12. | Presentations of semestral works | |
13. | deadline for homework 3, student assessment |
Literatura:
1. | Ananth Grama, Anshul Gupta, George Karypis, Vipin Kumar: Introduction to Parallel Computing, Second Edition, Addison Wesley, 2003. | |
2. | Kayhan Erciyes: Distributed Graph Algorithms for Computer Networks, Springer, 2013. | |
3. | Georg Hager, Gerhard Wellein: Introduction to High Performance Computing for Scientists and Engineers, CRC Press, 2011. |
Požadavky:
Basic competence in C++ programming and algorithmization.Předmět je zahrnut do těchto studijních plánů:
Plán | Obor | Role | Dop. semestr |
MEOI4_2018 | Computer Engineering | PO | 1 |
MEOI6_2018 | Software Engineering | PO | 3 |
Stránka vytvořena 15.2.2025 17:50:31, semestry: L/2024-5, Z/2025-6, Z/2024-5, připomínky k informační náplni zasílejte správci studijních plánů | Návrh a realizace: I. Halaška (K336), J. Novák (K336) |