Upravljanje i analiza geoprostornih podataka u sustavima Apache Sedona i CockroachDB

master's thesis

• Title (english): Management and analysis of geospatial data in Apache Sedona and CockroachDB systems
• Author: Filip Karačić
• Mentor: Zdravko Galić (mentor)
• Committee member: Zdravko Galić (predsjednik povjerenstva)
• Committee member: Igor Mekterović (član povjerenstva)
• Committee member: Slaven Zakošek (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-02-10, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U okviru ovog rada analizirana je klasterska računalna platforma za obradu i analizu ogromnih skupova geoprostornih podataka Apache Sedona, te CockroachDB sustav za upravljanje distribuiranim bazama podataka. Analiza se temelji na implementaciji zadanog skupa geometrijsko-topoloških upita uporabom programskog jezika Scala. Vizualizacija geoprostornih upita implementirana je uporabom SedonaViz, odnosno GeoServer poslužitelja. Na temelju zasebne analize, izvršena je komparativna analiza Apache Sedona i CockroachDB sustava u kontekstu ogromnih skupova geoprostornih podataka.

Abstract (english)

In this paper, the Apache Sedona cluster computing platform for processing and analyzing large geospatial data, and the CockroachDB system for managing distributed databases were analyzed. The analysis is based on the implementation of a given set of geometric-topological queries using the Scala programming language. Visualization of geospatial queries is implemented using SedonaViz and GeoServer. Based on an individual analysis, a comparative analysis of Apache Sedona and CockroachDB systems in the context of massive geospatial data was performed.

• Keywords: Apache Sedona; geoprostorni podaci; Scala; SedonaViz; CockroachDB; geometrijsko-topološki upiti; analiza; komparacija
• Keywords (english): Apache Sedona; geospatial data; Scala; SedonaViz; CockroachDB; geometric-topological queries; analysis; comparison
• Language: croatian
• URN:NBN: urn:nbn:hr:168:261396
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-07-13 10:10:47