Load Protection Model based on Intelligent Agent Regulation (CROSBI ID 132988)
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Podaci o odgovornosti
Jevtić, Dragan ; Kunštić, Marijan ; Matijašević, Stjepan
engleski
Load Protection Model based on Intelligent Agent Regulation
Paralleling rapid advancement in the telecommunication network expansion is necessary for advanced network traffic management surveillance. The increasing number and variety of services being offered by networks have emphasized the demand for optimized load management strategies. The paper deals with regulation of a mobile agent moving toward service processing resource in the part of the agent network. We have constructed the agent architecture for the control of service processing load. The goals of the controlling system were both to protect the processing load and to predict the arrival rate of client?s requests. Self-adaptive property is implemented by reinforcement Q-learning. The analysis is based on experimentation through simulations.
intelligent agent ; load protection ; reinforcement learning
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Podaci o izdanju
4251
2006.
284-291
objavljeno
0302-9743
1611-3349
10.1007/11892960_35
Povezanost rada
Elektrotehnika, Informacijske i komunikacijske znanosti, Računarstvo