Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in expert systems: theory and algorithms
Probabilistic reasoning in expert systems: theory and algorithms
Intelligent detection for fault management of communication networks
Intelligent detection for fault management of communication networks
Proactive Network Fault Detection
INFOCOM '97 Proceedings of the INFOCOM '97. Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Driving the Information Revolution
A Distributed and Reliable Platform for Adaptive Anomaly Detection in IP Networks
DSOM '99 Proceedings of the 10th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management: Active Technologies for Network and Service Management
Multi-agent Systems and Network Management - A Positive Experience on Unix Environments
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
ICN '01 Proceedings of the First International Conference on Networking-Part 1
Genetically induced communication network fault tolerance
Complexity - Special issue: Resilient and adaptive defense of computing networks
An agent based system for activity monitoring on network - ABSAMN
Expert Systems with Applications: An International Journal
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As the Internet becomes a critical component of our society, a key challenge is to maintain network availability and reliability. Intelligent processing agents that reside at network nodes use an adaptive learning method to detect abnormal network behavior before a fault actually occurs. In a test at Rensselaer Polytechnic Institute, an agent on a router detected a file server failure 12 minutes before it occurred