prikaz prve stranice dokumenta Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza
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master's thesis
Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:832124
Vuić, Patrik
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Vuić, P. (2023). Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:832124

Vuić, Patrik. "Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:832124

Vuić, Patrik. "Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:832124

Vuić, P. (2023). 'Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 23 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:832124

Vuić P. Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 November 23] Available at: https://urn.nsk.hr/urn:nbn:hr:168:832124

P. Vuić, "Sustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:832124

Metadata
TitleSustav za upravljanje vremenskim serijama za obradu meteoroloških mjerenja i prognoza
Title (english)Time-series management system for processing meteorological measurements and forecasts
AuthorPatrik Vuić
MentorLjiljana Brkić (mentor)
Committee memberLjiljana Brkić (predsjednik povjerenstva)
Committee memberIgor Mekterović (član povjerenstva)
Committee memberBoris Milašinović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-09-21, Croatia
Abstract
U ovome radu su analizirane različite metode testiranja performansi vremenskih baza podataka. Također je obavljena prilagodba modela podataka sustava MeteoHOPS iz modela dimenzijskog skladišta podataka na model koji odgovara pohrani u vremenske baze podataka, Ti podaci su zatim pohranjeni u InfluxDB i TimescaleDB te je nad njima izvršeno testiranje performansi kako bi vidjeli koja vremenska baza više odgovara primjeni. Analiziran je unos podataka, zauzeće memorije te najčešći upiti koji predstavljaju usko grlo u radu MeteoHOPS sustava. Upiti su testirani pod jednokorisničkim i višekorisničkim opterećenjem.
Abstract (english)
This paper analyzes various performance testing methods for time-series databases. Additionally, a modification of the data model of the MeteoHOPS system was performed, transitioning from a dimensional data warehouse model to a model suitable for time-series database storage. This data was then stored in both InfluxDB and TimescaleDB, and performance testing was conducted to determine which time-series database better suits the application. Data input, memory usage, and the most common queries, which represent a bottleneck in the operation of the MeteoHOPS system, were analyzed. The queries were tested under both single-user and multi-user loads.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:832124
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2023-10-11 10:59:15