The objective for this thesis is to implement and compare four multi-agent architectures proposed to manage utilisation levels in distributed computing. The main part of this is to find and analyse the attributes that describe how the architectures differ from each other and make them excel in different contexts. The intelligent network concept from the telecommunication industry is used as sample application for the empirical examinations.