magistrsko delo
Uroš Kugl (Author), Marjan Heričko (Mentor), Luka Pavlič (Co-mentor)

Abstract

V magistrskem delu smo raziskali in opisali ključne značilnosti različnih implementacij podatkovnih baz NoSQL ter na podlagi kvalitativne in kvantitativne analize primerjali njihove zmogljivosti. Na osnovi sistematičnega pregleda literature smo identificirali šest primarnih raziskav, ki smo jih s pomočjo kvantitativne obdelave podatkov in kvalitativne sinteze rezultatov analizirali ter jih primerjali z ugotovitvami našega testiranja. Na podlagi analize dobljenih rezultatov in povzetka ugotovitev primarnih raziskav smo v zaključku magistrskega dela ovrednotili primernost posameznih podatkovnih baz NoSQL za določene scenarije uporabe. Med izvedbo magistrskega dela smo prav tako analizirali in opisali različne značilnosti, tehnike in pristope, s katerimi podatkovne baze NoSQL zagotavljajo svojo zmogljivost.

Keywords

primerjava zmogljivosti;NoSQL;YCSB;

Data

Language: Slovenian
Year of publishing:
Typology: 2.09 - Master's Thesis
Organization: UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher: U. Kugl
UDC: 004.65:004.451(043.2)
COBISS: 19624470 Link will open in a new window
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Downloads: 154
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Other data

Secondary language: English
Secondary title: PERFORMANCE COMPARISON OF NoSQL DATABASES
Secondary abstract: In this master thesis we studied and described key characteristics of different implementations of NoSQL databases. These were compared by their performance based on a qualitative and quantitative analysis. As a result of a literature review, we identified six primary researches which were analysed, both qualitatively and quantitatively, and later compared to our own benchmarking results. Based upon all carried out analysis, we furthermore summarize our findings and evaluate the suitability of a given database for a specific use case scenario. Through development of this thesis, we also analyzed and described many different mechanisms, techniques and approaches that NoSQL systems has to offer.
Secondary keywords: NoSQL;performance comparison;YCSB;
URN: URN:SI:UM:
Type (COBISS): Master's thesis/paper
Thesis comment: Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in informacijske tehnologije
Pages: IX, 121 str.
ID: 9144130