Filtriranje geoprostornog toka podataka korištenjem programske knjižnice Kafka Streams

undergraduate thesis

• Title (english): Filtering of a Geospatial Data Stream with Kafka Streams
• Author: Ana Keri
• Mentor: Krešimir Pripužić (mentor)
• Committee member: Krešimir Pripužić (predsjednik povjerenstva)
• Committee member: Josip Marić (član povjerenstva)
• Committee member: Federico Matteo Benčić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-09-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Značajan dio velikih podataka su geoprostorni podatci koji obuhvaćaju podatke o objektima, događajima ili pojavama koje se nalaze na Zemljinoj površini. Postoje različiti programski okviri koji podržavaju obradu velikih podataka. U ovom je radu opisana arhitektura platforme Apache Kafka, Kafka Streams knjižnica koja olakšava obradu podataka te su predstavljeni problemi pri obradi geoprostornih podataka. Također, prikazano je ostvareno programsko rješenje filtriranja geoprostornih podataka odabranog studijskog slučaja.

Abstract (english)

A significant part of big data is geospatial data, which includes data about objects, events, or phenomena that are on the Earth's surface. There are various software frameworks that support big data processing. This paper describes the architecture of the Apache Kafka platform, the Kafka Streams library that facilitates data processing, and presents problems in processing geospatial data. Finally, the realized software solution for filtering geospatial data of the selected study case is presented.

• Keywords: Veliki podatci; Apache Kafka; Kafka Streams; tok podataka; geoprostorni podatci; brokeri; teme; particije
• Keywords (english): Big data; Apache Kafka; Kafka Streams; data flow; geospatial data; brokers; topics; partitions
• Language: croatian
• URN:NBN: urn:nbn:hr:168:594211
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-10-11 09:17:48