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Bc. Peter Krasňan

Master's thesis

Benchmarking Big Data Streaming Platforms

Benchmarking Big Data Streaming Platforms
Abstract:
Meranie výkonnosti systémov prúdového spracovania dát je komplexný proces. Táto diplomová práca skúma a analyzuje existujúce riešenia týchto meraní. Práca sa taktiež zameriava na zjednodušenie tohto procesu a navrhuje platformu s názvom StreamRunner. Platforma je použitá na testovanie výkonnosti aplikácii prúdového spracovania dát a vyhodnotenie ich výsledkov. Táto práca sa skladá z troch častí. Prvá …more
Abstract:
Benchmarking of stream processing systems is a complex process. This master thesis investigates and analyzes the existing frameworks for benchmarking stream processing applications. Furthermore, it aims to facilitate this process by offering a platform called StreamRunner. The platform tests performance of the stream processing applications and evaluates measured results. The thesis is composed of …more
 

Keywords

Data Stream Processing Performance Evaluation Benchmarking Stream Processing Systems Flink Spark Streaming Kafka Streams
 
Language used: English
Date on which the thesis was submitted / produced: 19. 5. 2020
Identifier: https://is.muni.cz/th/edt7u/

Thesis defence

  • Date of defence: 18. 6. 2020
  • Supervisor: PhD Bruno Rossi
  • Reader: RNDr. Tomáš Rebok, 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:
Applied Informatics / Service Science, Management and Engineering

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