Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
A survey of autonomic communications
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology)
Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology)
Capri: a common architecture for distributed probabilistic internet fault diagnosis
Capri: a common architecture for distributed probabilistic internet fault diagnosis
Autonomic communication services: a new challenge for software agents
Autonomous Agents and Multi-Agent Systems
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Abstract—The classical approach for network diagnosis systems is based on centralized solutions with deterministic algorithms. However, the increased complexity of new networks and services, including customers premises, demands new strategies to face two key challenges: scalability of the system and reliability against incomplete or inaccurate information. This paper describes KOWLAN, a Multiagent system in which agents carry out Bayesian inference to drive the diagnosis process and to obtain diagnosis results. The system has been quickly developed and successfully deployed, and it is contributing to a reduction of the attendance time.