Title :
A load balancing model for web cache proxy based on ant colony behavior
Author :
Wang, Yang ; Du, Guang-yu ; Huang, Tian-shu ; Wang, Yu
Author_Institution :
Sch. of Inf. Eng., Wuhan Univ. of Technol., Wuhan
Abstract :
Proxy cache which is an important device to guarantee the quality of Web service works with a poor efficiency when hot-spot appears. To solve this problem, load balancing method should be applied. In this paper, a load balancing model based on ant colony behavior is put forward. In the model, agent monitors the status of proxy server it has been installed on. Based on that status, if it judges that the server is busy by hot-spot, the agent asks for help to agents on other servers. Then other servers will form cooperation according to status of themselves to share the requests caused by hot-spot, which can balance the load of system. The main idea of the model is described and the algorithm for load balancing of the model is introduced. The results of related experiments show that the model has a good ability of load balancing and storage space saving.
Keywords :
Web services; cache storage; file servers; optimisation; resource allocation; Web cache proxy; Web service; agent monitoring; ant colony behavior; hot-spot; load balancing method; proxy server; storage space saving; Cybernetics; Design engineering; Load management; Load modeling; Machine learning; Protocols; Railway engineering; Signal design; Web server; Web services; Ant colonies behavior; Load balancing; Proxy server; Web cache;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620769