Bc. Martin Otáhal

Bachelor's thesis

Analýza a návrh architektury v prostředí MapReduce

Architecture analysis and design in MapReduce environment
Abstract:
This bachelor's thesis explains the MapReduce principle, which was created for parallel processing of big data and describes different frameworks, that implement the MapReduce principle. It also tries to find a relevant architecture (in regards to available hardware) and implement and test a text analysis on this architecture, using WordNet dictionary and third-party libraries, which are used for the …more
Abstract:
Táto bakalárska práca sa zaoberá vysvetlením fungovania princípu MapReduce, ktorý bol navrhnutý pre paralelné spracovanie veľkého množstva dát a popísaním rôznych frameworkov, ktoré tento princíp implementujú. Ďalej je jej cieľom navrhnúť vhodnú architektúru (obmedzenú dostupným hardvérom) a implementovať a otestovať na tejto architektúre analýzu textu s využitím slovníku WordNet a externých knižníc …more
 

Keywords

Analýza textu big data distribuované výpočty Hadoop MapReduce paralelizácia
 
Language used: Slovak
Date on which the thesis was submitted / produced: 18. 5. 2015
Identifier: https://is.muni.cz/th/n1fpt/

Thesis defence

  • Date of defence: 16. 6. 2015
  • Supervisor: Mgr. Dalibor Toth
  • Reader: RNDr. Jaroslav Ráček, Ph.D.

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  • světu
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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Bachelor programme / field:
Applied Informatics / Applied Informatics

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