Title :
Modeling and Robust Control for Trusted Web Server
Author :
Du, Bing ; Ruan, Chun
Author_Institution :
Sch. of Electr. & Inf. Eng., Univ. of Sydney, Sydney, NSW, Australia
Abstract :
The paper describes how to model and control performance of a trusted web server using Feedback Error Learning and H∞ control theory. Web server load may experience enormous variations and unpredictability. Existing web servers are difficult to achieve performance guaranties in such environment. One of challenges in web server research is how to model non-linearity computing systems. We demonstrate that Web server model can be approximated with a two tank system that includes many uncertainly components. In contrast with web server delay control that only control delay, our architecture based on H∞ robust control and queuing model predictor enforce server utilization and delay guarantees for different classes on virtual servers. A simulation evaluation demonstrates that H∞ robust control can provide robust request utilization and request response time for Internet servers.
Keywords :
H∞ control; Internet; control engineering computing; delays; feedback; file servers; learning (artificial intelligence); robust control; security of data; H∞ control theory; delay guarantees; feedback error learning; nonlinearity computing systems; queuing model predictor; robust control; server utilization; trusted Web server; modeling; robust control; web server;
Conference_Titel :
Embedded and Ubiquitous Computing (EUC), 2010 IEEE/IFIP 8th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-9719-5
Electronic_ISBN :
978-0-7695-4322-2
DOI :
10.1109/EUC.2010.105