Thesis Details

Návrh back-endu pro analytický dashboard pozičního systému

Master's Thesis Student: Hrivňák Marek Academic Year: 2021/2022 Supervisor: Šimek Václav, Ing.
English title
Back-End Design for Analytical Dashboard of Positioning System
Language
Czech
Abstract

This thesis deals with the optimization of the original solution and the design of a new solution for the storage and processing of positional data for the tool Sage Analytics of RTLS developed by Sewio Networks s.r.o. The objective of this study is to find and implement a solution to reduce the production time of Sage Analytics metrics. The optimized original solution provides in a very simple way (without the need to modify the implementation) significant acceleration in the production of metrics (for a time interval of 24 hours of displayed data) on average by up to 503 %. The proposed solution uses the InfluxDB database to store positional data and modifies the data processing in such a way, that it is compatible with the use of a new method of storing and retrieving positional data. The new solution also includes tests to check the correctness of the proposed solution. The application of this solution brings acceleration in the production of metrics (for the time interval of 24 hours of displayed data) from 725 % up to 2085 % and on average up to about 1010 %. Part of the work is also the performance of several experiments, which aim to reveal the reasons for the duration of metrics in Sage Analytics.

Keywords

RTLS, Sewio, Sage Analytics, InfluxDB, MySQL, position data, optimization, acceleration

Department
Degree Programme
Files
Status
defended, grade B
Date
20 June 2022
Reviewer
Committee
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT), předseda
Holík Lukáš, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Kreslíková Jitka, doc. RNDr., CSc. (DIFS FIT BUT), člen
Mrázek Vojtěch, Ing., Ph.D. (DCSY FIT BUT), člen
Polčák Libor, Ing., Ph.D. (DIFS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
HRIVŇÁK, Marek. Návrh back-endu pro analytický dashboard pozičního systému. Brno, 2022. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-20. Supervised by Šimek Václav. Available from: https://www.fit.vut.cz/study/thesis/23963/
BibTeX
@mastersthesis{FITMT23963,
    author = "Marek Hriv\v{n}\'{a}k",
    type = "Master's thesis",
    title = "N\'{a}vrh back-endu pro analytick\'{y} dashboard pozi\v{c}n\'{i}ho syst\'{e}mu",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23963/"
}
Back to top