학술논문

Proxy ecology - cooperative proxies with artificial life
Document Type
Conference
Source
IEEE/WIC International Conference on Intelligent Agent Technology, 2003. IAT 2003. Intelligent agent technology Intelligent Agent Technology, 2003. IAT 2003. IEEE/WIC International Conference on. :168-174 2003
Subject
Computing and Processing
Environmental factors
Network servers
Web server
Biological system modeling
Scalability
Computer science
Peer to peer computing
Internet
Delay
Robust stability
Language
Abstract
In this paper, we propose a novel P2P cooperative proxy cache system using an individual-based model. We borrow the idea from an ecological system as well as economic systems to manage the cooperative proxies through data and information exchange among individual proxies. The data flow among proxy nodes creates artificial life for the cooperative proxies. The proxy servers with artificial life can automatically configure themselves into a virtual proxy graph. The aggregate effect of caching actions by individual peer proxies automatically distributes the Web document closer to the clients and balances the workload. Our simulation results show that the proposed proxy caching scheme tremendously improves the system performance. In addition, the individual-based design model ensures the simplicity and scalability of the cache system.