Title :
AutoSaver: Cost-driven Resource Allocation for Multi-tier Web Application in Virtualization Environment
Author :
Yang Shuguo ; Li Haixia ; Xiong Pengcheng
Author_Institution :
Sch. of Math. & Phys., Qingdao Univ. of Sci. & Technol., Qingdao, China
Abstract :
This paper presents Auto Saver to balance the performance and resource utilization for a web application in virtualization environment. It consists of a feedback utilization controller, an ARMA-based model estimator and an optimizer. Experiment results show that the controller can maintain the utilization, the estimator can track the relationship between metrics and control knobs, and the optimizer can make trade-offs between performance and resource of the web application.
Keywords :
Internet; costing; resource allocation; virtualisation; ARMA-based model estimator; AutoSaver; cost-driven resource allocation; feedback utilization controller; multitier Web application; optimizer; resource utilization; virtualization environment; Computers; Java; Optimized production technology; Resource management; Servers; Time factors; Virtualization; AutoSaver; estimator; multi-tier web application;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.253
