Modeling and performance analysis of Scalable Web Servers Deployed on the Cloud

被引:5
|
作者
Aljohani, A. M. D. [1 ]
Holton, D. R. W. [1 ]
Awan, I. [1 ]
机构
[1] Univ Bradford, Networks & Performance Engn Res Grp NetPEn, Dept Comp, Bradford BD7 1DP, W Yorkshire, England
关键词
Web Server; Cloud Computing; Queueing theory; Load Balancing; Elastic;
D O I
10.1109/BWCCA.2013.45
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Over the last few years, cloud computing has become quite popular. It offers Web-based companies the advantage of scalability. However, this scalability adds complexity which makes analysis and predictable performance difficult. There is a growing body of research on load balancing in cloud data centres which studies the problem from the perspective of the cloud provider. Nevertheless, the load balancing of scalable web servers deployed on the cloud has been subjected to less research. This paper introduces a simple queueing model to analyse the performance metrics of web server under varying traffic loads. This assists web server managers to manage their clusters and understand the trade-off between QoS and cost. In this proposed model two thresholds are used to control the scaling process. A discrete-event simulation (DES) is presented and validated via an analytical solution.
引用
收藏
页码:238 / 242
页数:5
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