Thesis Details

Aplikace pro řízení paralelního zpracování dat

Master's Thesis Student: Grepl Filip Academic Year: 2020/2021 Supervisor: Dytrych Jaroslav, Ing., Ph.D.
English title
Application for Parallel Data Processing Control
Language
Czech
Abstract

This work deals with the design and implementation of a system for parallel execution of tasks in the Knowledge Technology Research Group. The goal is to create a web application that allows to control their processing and monitor runs of these tasks including the use of system resources. The work first analyzes the current method of parallel data processing and the shortcomings of this solution. Then the work describes the existing tools including the problems that their test deployment revealed. Based on this knowledge, the requirements for a new application are defined and the design of the entire system is created. After that the selected parts of implementation and the way of the whole system testing is described together with the comparison of the efficiency with the original system.

Keywords

parallel execution of tasks, monitoring the run of task, big text data, parallel data processing, semantic web, Corpora Processing Software

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology, Field of Study Information Systems
Files
Status
defended, grade B
Date
22 June 2021
Reviewer
Smrž Pavel, doc. RNDr., Ph.D.
Committee
Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT), člen
Matoušek Petr, doc. Ing., Ph.D., M.A. (DIFS FIT BUT), člen
Meduna Alexander, prof. RNDr., CSc. (DIFS FIT BUT), člen
Polčák Libor, Ing., Ph.D. (DIFS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
GREPL, Filip. Aplikace pro řízení paralelního zpracování dat. Brno, 2021. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2021-06-22. Supervised by Dytrych Jaroslav. Available from: https://www.fit.vut.cz/study/thesis/23104/
BibTeX 
@mastersthesis{FITMT23104,
    author = "Filip Grepl",
    type = "Master's thesis",
    title = "Aplikace pro \v{r}\'{i}zen\'{i} paraleln\'{i}ho zpracov\'{a}n\'{i} dat",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2021,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23104/"
}

Theses

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