Parallel algorithms

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.

Kód
BE4M35PAG
Semestr
zimní
Rozsah
2P+2S
Kapacita
11
Obsazeno
11
Počet kreditů
6
Zakončení
zápočet a zkouška
Jazyk výuky
angličtina
Přednášející
Obsah přednášek

1. Introduction to Parallel Computing
2. Principles of Parallel Algorithms Design
3. Basic Communication Operations
4. Analytical Modeling of Parallel Algorithms
5. Sorting
6. Matrix Algorithms
7. Algorithms for Linear Algebra, TEST
8. Parallel Accelerators
9. Graph Algorithms I.
10. Graph Algorithms II.
11. Combinatorial Algorithms
12. Dynamic Programming
13. Fast Fourier Transform

Náplň 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