Title :
Reducing Response Time with Dynamic Load Balancing and Agent Pool in Multi-Agent System
Author :
Lee, Hyung Do ; Moon, Sung Soo ; Yong, Suk Jung ; Youn, Hee Yong
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
Abstract :
Recently, the ubiquitous computing paradigm rapidly evolves and the agent technology attracts lots of researchers applying it to various applications. In the ubiquitous environment, the multiple agent system is able to provide customized service to the users by effectively utilizing the distributed system resource. In this paper we propose a dynamic prediction-based approach for both load balancing and agent pool management. It can reduce the response time for service request by avoiding unnecessary agent migration and creation of agents. The experiments reveal that the proposed scheme significantly reduces the response time compared with the existing scheme.
Keywords :
multi-agent systems; resource allocation; ubiquitous computing; agent pool management; agent technology; customized service; distributed system resource; dynamic load balancing; dynamic prediction-based approach; multiagent system; multiple agent system; response time reduction; service request; ubiquitous computing paradigm; ubiquitous environment; unnecessary agent migration; Accuracy; Cloning; Collaboration; Load management; Mobile agents; Time factors; Tin;
Conference_Titel :
Computational Science and Engineering (CSE), 2011 IEEE 14th International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-1-4577-0974-6
DOI :
10.1109/CSE.2011.91
