Subject

Parallel and distributed processing

Course Title

Parallel and distributed processing
Parallel and distributed processing

Code

F18L3W037

Study Programme

Computer Science

Organizer of the study programme (unit, institute, department or division)

Faculty of Computer Science and Engineering

Degree level (first, second, third cycle)

First Cycle

Academic year / semester

5 / Winter

Number of ECTS credits

Teacher

—

Prerequisites for enrolling in the course

Algorithms and Data Structures and Operating Systems

10.

Objectives of the course programme (competences)

The goal of the course is for students to master the methods of parallel and distributed processing, the possibilities for parallelizing a sequential program, distributed processing of large amounts of data, and the problems that must be addressed in that process.

11.

Course content

(1) Introduction (1) Enabling Technologies and Distributed System Models (1) Fundamental Concepts of Parallel and Distributed Architectures (1) Parallel Communications (1) Parallel Algorithms (2) Clusters (1) Grids (1) Big Data and Distributed File Systems (2) MapReduce Concepts and Implementations (Hadoop) (1) Cloud Computing – Support for Parallel and Distributed Processing

12.

Learning methods

Lectures supported by slide presentations, interactive lectures, exercises (using equipment and software packages), teamwork, case studies, guest lecturers, independent preparation and defense of a project assignment and a seminar paper, and learning in an electronic environment (forums, consultations).

13.

Total available time

6 ECTS x 30 hours = 180 hours

14.

Distribution of available time

30 + 45 + 15 + 15 + 75 = 180 hours

15.

Forms of teaching activities

15.1.	Lectures - theoretical instruction	30 hours
15.2.	Exercises (laboratory, auditory), seminars, teamwork	45 hours

16.

Other forms of activities

16.1.	Project assignments	15 hours
16.2.	Independent assignments	15 hours
16.3.	Home study	75 hours

17.

Assessment method

17.1.	Tests	10 points
17.2.	Seminar paper / project (presentation: written and oral)	15 points
17.3.	Activities and learning	10 points
17.4.	Final exam	70 points

18.

Grading criteria (points / grade)

up to 50 points	5 (five) (F)
from 51 to 60 points	6 (six) (E)
from 61 to 70 points	7 (seven) (D)
from 71 to 80 points	8 (eight) (C)
from 81 to 90 points	9 (nine) (B)
from 91 to 100 points	10 (ten) (A)

19.

Requirement for obtaining a signature and taking the final exam

Activities 15.2 and 16.1 completed

20.

Language of instruction

Macedonian and English

21.

Method for monitoring the quality of teaching

internal evaluation and survey mechanism

22.

Literature

22.1.	Required literature No. Author Title Publisher Year
22.2.	Additional literature No. Author Title Publisher Year