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Tytuł: Performance Modeling of Database Systems: a Survey, Journal of Telecommunications and Information Technology, 2018, nr 4

Creator:

Krajewska, Antonina

Date:

2018, nr 4

Resource Type:

artykuł

Description:

This paper presents a systematic survey of the existing database system performance evaluation models based on the queueing theory. The continuous evolution of the methodologies developed is classified according to the mathematical modeling language used. This survey covers formal models – from queueing systems and queueing networks to queueing Petri nets. Some fundamentals of the queueing system theory are presented and queueing system models are classified according to service time distribution. The paper introduces queueing networks and considers several classification criteria applicable to such models. This survey distinguishes methodologies, which evaluate database performance at the integrated system level. Finally, queueing Petri nets are introduced, which combine modeling power of queueing networks and Petri nets. Two performance models within this formalism are investigated. We find that an insufficient amount of research effort is directed into the area of NoSQL data stores. Vast majority of models developed focus on traditional relational models. These models should be adapted to evaluate performance of non-relational data stores.

Publisher:

National Institute of Telecommunications

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852 ; oai:bc.itl.waw.pl:2056

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Temat i słowa kluczowe:

performance evaluation NoSQL data stores queueing networks queueing Petri nets database systems

Kolekcje, do których przypisany jest obiekt:

Data ostatniej modyfikacji:

Feb 25, 2026

Data dodania obiektu:

Feb 4, 2019

Liczba wyświetleń treści obiektu:

202

Wszystkie dostępne wersje tego obiektu:

https://ribes-54.man.poznan.pl/publication/2343

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Nazwa wydania Data
Krajewska Antonina, Performance Modeling of Database Systems: a Survey, Journal of Telecommunications and Information Technology, 2018, nr 4 Feb 25, 2026

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