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DKUM
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Title:
PRIMERJAVA ZMOGLJIVOSTI PODATKOVNIH BAZ NoSQL
Authors:
ID
Kugl, Uroš
(
Author
)
ID
Heričko, Marjan
(
Mentor
)
More about this mentor...
ID
Pavlič, Luka
(
Comentor
)
Files:
MAG_Kugl_Uros_2016.pdf
(2,41 MB)
MD5: 71CEDA7FE994B9679949FF2D60F2F2D0
Language:
Slovenian
Work type:
Master's thesis/paper
Typology:
2.09 - Master's Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
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:
NoSQL
,
primerjava zmogljivosti
,
YCSB
Place of publishing:
[Maribor
Publisher:
U. Kugl
Year of publishing:
2016
PID:
20.500.12556/DKUM-59504
UDC:
004.65:004.451(043.2)
COBISS.SI-ID:
19624470
NUK URN:
URN:SI:UM:DK:MC0JDOQP
Publication date in DKUM:
02.06.2016
Views:
1717
Downloads:
269
Metadata:
Categories:
KTFMB - FERI
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Secondary language
Language:
English
Title:
PERFORMANCE COMPARISON OF NoSQL DATABASES
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.
Keywords:
NoSQL
,
Performance comparison
,
YCSB
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