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Bc. Richard Kyčerka

Master's thesis

Orchestration tool for the modular computing subsystem of the ANALYZA platform

Orchestration tool for the modular computing subsystem of the ANALYZA platform
Abstract:
V priebehu posledných rokov nabral pojem `Big Data` na popularite u mnohých analytikov. Príčinou tohto faktu je, že možnosti zberať a spracúvať dáta vo veľkom rozsahu sa stávajú čoraz viac dostupnejšie. Vzniklo mnoho projektov zameraných na spracúvanie Veľkých Dát a jedným z nich je platforma ANALYZA, ktorá sa zameriava na medzidoménovú analýzu heterogénnych dát. Jednotlivé kroky týchto analýz sú izolované …more
Abstract:
In recent years, the concept of ‘Big Data‘ gained the attention of many analysts, since the ability to collect and process data on a massive scale is getting more and more accessible. Many projects focused on Big Data emerged and one of those projects is the ANALYZA platform, which focuses on cross-domain analysis of heterogeneous data. Analysis steps are isolated mini-applications, composed into data …more
 

Keywords

workflow orchestration Docker Kubernetes data analysis Big Data Airflow Prefect Argo Workflows Snakemake ANALYZA
 
Language used: English
Date on which the thesis was submitted / produced: 17. 5. 2022
Identifier: https://is.muni.cz/th/k0anq/

Thesis defence

  • Date of defence: 21. 6. 2022
  • Supervisor: RNDr. Tomáš Rebok, Ph.D.
  • Reader: RNDr. Michal Batko, Ph.D.

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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

Master programme / field:
Computer systems, communication and security / Networks and communication

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