Quantitative Analysis of Single-Level Single-Mediator Multi-agent Systems

Authors:
Moon Ho Lee;Aliaksandr Birukou;Alexander Dudin;Valentina Klimenok;Chang-Hui Choe
Affiliations:
Institute of Information and Communication, Chonbuk National University, Chonju, 561-765, Korea;Department of Information and Communication Technology, University of Trento, Povo(Trento), 38050, Italy;Institute of Information and Communication, Chonbuk National University, Chonju, 561-765, Korea and Department of Applied Mathematics and Computer Science, Belarusian State University, Minsk, 2200 ...;Department of Applied Mathematics and Computer Science, Belarusian State University, Minsk, 220030, Belarus;Institute of Information and Communication, Chonbuk National University, Chonju, 561-765, Korea
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

Queueing Theory deals with problems where some restricted resource should be shared between competitive flow of requests. In this paper we use Queueing Theory methods to perform a quantitative analysis of a single-level single-mediator multi-agent system. In the system, several agents, coordinated by the mediator process user queries. We adopt matrix analytic methods to compute performance characteristics in terms of a queueing network of tree-like topology with cooperation of the servers. Results can be used for the logical and technical design and optimal resources sharing in multi-agent systems.