Database system performance evaluation models: A survey

被引：19

作者：

Osman, Rasha ^{[1
]}

Knottenbelt, William J. ^{[1
]}

机构：

[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London, England

来源：

PERFORMANCE EVALUATION | 2012年 / 69卷 / 10期

关键词：

Performance evaluation; Database systems; Queueing networks; Survey; Classification; RESPONSE-TIME ESTIMATION; QUEUING-NETWORKS; LOCKING; VALIDATION; PREDICTION; WORKLOADS; EVOLUTION; DESIGN; UML;

D O I：

10.1016/j.peva.2012.05.006

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Considerable research has been conducted into software system performance modelling leading to various software performance engineering methodologies. Most of these methodologies target the software architecture level of systems, with limited work investigating the performance of database designs and systems. In this paper, we present a categorization of queueing network performance models of database systems in the literature. These models are classified based on the level of detail at which database transactions are modelled. In addition, we present a survey and evaluation of performance evaluation methodologies proposed to map database system specifications onto queueing network models with appropriate workloads. The paper identifies future research directions that should encourage a wider application of these methodologies in mainstream industrial practice. (c) 2012 Elsevier B.V. All rights reserved.

引用

页码：471 / 493

页数：23

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