20.500.12556/DKUM-59504 PRIMERJAVA ZMOGLJIVOSTI PODATKOVNIH BAZ NoSQL PERFORMANCE COMPARISON OF NoSQL DATABASES 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. 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. NoSQL primerjava zmogljivosti YCSB NoSQL Performance comparison YCSB true true false U. Kugl Slovenski jezik Angleški jezik Magistrsko delo/naloga 2016-05-19 16:42:51 2016-06-02 07:52:05 2022-06-20 03:07:16 2019-07-11 11:15:56 2016 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.65:004.451(043.2) 19624470 URN:SI:UM:DK:MC0JDOQP MAG_Kugl_Uros_2016.pdf MAG_Kugl_Uros_2016.pdf 1 71CEDA7FE994B9679949FF2D60F2F2D0 8381e8c9081c2daff4660c9da28af11232442eaba8c24ceddb6533e24fba4d8f 7c5b37d7-7c0c-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=91967 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0