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Martin Sisák

Bachelor's thesis

Distribuovaná analýza logů a toků zařízení v počítačové síti

Distributed analysis of host logs and flows in computer networks
Abstract:
This thesis is focused on a distributed analysis of host logs and flows in computer networks. The main goal was to extend the functionality of a flow analysis framework Stream4Flow, and to make the network monitoring easier. For this purpose, the stream data processing by Apache Spark was used. A part of the content of this thesis is a Python application, for processing the network data and sending …more
Abstract:
Práca sa zaoberá distribuovanou analýzou logov a sieťových tokov zo zariadení pripojených do počítačovej siete. Konkrétne rieši rozšírenie frameworku Stream4Flow o novú funkcionalitu a značne uľahčuje celkové monitorovanie siete. Na tento účel bolo využité prúdové spracovanie dát pomocou nástroja Apache Spark. Súčasťou práce je aplikácia v jazyku Python, slúžiaca na spracovanie dát zo siete a ich následné …more
 

Keywords

sieťové toky logy distribuovaná analýza Stream4Flow Apache Spark Apache Kafka Elastic Stack prúdové spracovanie dát
 
Language used: Slovak
Date on which the thesis was submitted / produced: 27. 5. 2019
Identifier: https://is.muni.cz/th/aogk0/

Thesis defence

  • Date of defence: 26. 6. 2019
  • Supervisor: RNDr. Tomáš Jirsík
  • Reader: Mgr. Stanislav Špaček

Citation record

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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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