Infopaket

Parallel and Distributed Computing

ВБС 2.2

Вибіркова дисципліна для ОП

First

2022/2023

7 Semester

4

The student must know: methods of parallel calculations for engineering problems; main directions of ensuring parallelism in computer systems; methods of developing parallel programs.

Full-time form

The study of the discipline involves students' knowledge of information from the courses "Computer Systems" and "Computer Architecture".

Definition of parallelism and distribution of calculations. Intraprocessor parallelism of calculations . OpenMP programming. Parallelling of tasks using OpenMP. Management of iteration distribution using OpenMP. Coordination of parallel calculations. MPI programming. Collective interactions in MPI. Derived data types in MPI. Models of computer systems with parallel and distributed computing. Reconfigure to MPI. The main provisions of heterogeneous calculations. CUDA programming. OpenCL programming. Metrics of parallel calculations. Methods of providing concurrency with computer computing.

1. Roman, Trobec. (2018) Introduction to Parallel Computing. From Algorithms to Programming on State-of-the-Art Platforms / Roman, Trobec, Boštjan Slivnik, Patricio Bulić, Borut Robič. (Springer Nature Switzerland AG 2018). 2. Tanenbaum, Andrew S. (2013) Structured computer organization / Andrew S. Tanenbaum, Todd Austin. -- 6th ed. (Pearson Education, Inc., publishing as Prentice Hall). 3. Patterson, David A. (2014) Computer organization and design: the hardware/software interface / David A. Patterson, John L. Hennessy. - 5th ed. (The Morgan Kaufmann series in computer architecture and design). 4. Stallings, William. (2016) Computer organization and architecture : designing for performance / William Stallings. - 10th ed. (Pearson Education, Inc., Hoboken) 5. Gregory R. Andrews. (2000) Foundations of Multithreaded, Parallel and Distributed Programming. Addison Wesley Longman, Inc 6. Intel® 64 and IA-32 Architectures Software Developer’s Manual

Lectures, laboratory classes, unsupervised work

- Execution and protection of laboratory results - up to 48 points - Current assessment - on the materials of each of the content modules is a modular test, for each work you can get up to 4 points. - Final assessment - written exam - up to 40 points.

Ukrainian