Multi-resource Load Optimization Strategy in Agent-Based Systems

Authors:
Leszek Śliwko;Aleksander Zgrzywa
Affiliations:
Institute of Applied Informatics, The Faculty of Computer Science and Management, Wroclaw University of Technology, Wrocław, Poland;Institute of Applied Informatics, The Faculty of Computer Science and Management, Wroclaw University of Technology, Wrocław, Poland
Venue:
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Year:
2007

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Abstract

Resource management is one of the key research issues for multi-agent systems. Aside from increasing the system reliability, the load balancer is also able to schedule incoming tasks to the available machines. This paper introduces a load balancing strategy algorithm which can optimize the utilization of several different resources (CPU, memory, etc.) by migrating mobile agents and their tasks to the best alternative nodes. In the course of the research, a few scenarios were simulated and analyzed. In the paper the scenarios along with initial experiment results are presented.