Journal of Network and Systems Management
Scalability and performance of an agent-based network management middleware
International Journal of Network Management
Genetically induced communication network fault tolerance
Complexity - Special issue: Resilient and adaptive defense of computing networks
IP forwarding anomalies and improving their detection using multiple data sources
Proceedings of the ACM SIGCOMM workshop on Network troubleshooting: research, theory and operations practice meet malfunctioning reality
An new intrusion detection method based on linear prediction
InfoSecu '04 Proceedings of the 3rd international conference on Information security
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Exception Diagnosis Architecture for Open Multi-Agent Systems
Software Engineering for Multi-Agent Systems V
A Queueing-Based Approach to Overload Detection
NET-COOP '09 Proceedings of the 3rd Euro-NF Conference on Network Control and Optimization
M/G/∞ transience, and its applications to overload detection
Performance Evaluation
Detection of unknown dos attacks by kolmogorov-complexity fluctuation
CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Changepoint detection techniques for VoIP traffic
DataTraffic Monitoring and Analysis
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Proactive network anomaly detection is crucial to provide quality of service guarantees for future networks. We characterize a set of proactively detectable anomalies in terms of the management information base variables. The time series data obtained from these variables are analyzed by an intelligent agent, which is a simple and lightweight signal processor. The agent provides real-time proactive alarms that are indicative of impending network problems and suggests the possibility of implementing automatic recovery mechanisms. Proactive detection was accomplished within minutes. The agent is shown to be amenable to distributed implementation, and is a promising approach to self-managed networks