Hidden anomaly detection in telecommunication networks

Authors:
Anne Bouillard;Aurore Junier;Benoit Ronot
Affiliations:
ENS/INRIA, Paris cedex, France;INRIA/IRISA, Rennes, France;Alcatel-Lucent Bell Labs, Villarceaux, Nozay, France
Venue:
Proceedings of the 8th International Conference on Network and Service Management
Year:
2012

Citing 8
Cited 0

Performance Guarantees in Communication Networks

Performance Guarantees in Communication Networks
An Automated Fault Diagnosis System Using Hierarchical Reasoning and Alarm Correlation

Journal of Network and Systems Management
Diagnosing network-wide traffic anomalies

Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Code Complete, Second Edition

Code Complete, Second Edition
Sensitivity of PCA for traffic anomaly detection

Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Understanding slow BGP routing table transfers

Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Network calculus: a theory of deterministic queuing systems for the internet

Network calculus: a theory of deterministic queuing systems for the internet
Netscope: practical network loss tomography

INFOCOM'10 Proceedings of the 29th conference on Information communications

Quantified Score

Hi-index	0.00

Visualization

Abstract

Nowadays one of the challenges of telecommunication systems management is to detect in real-time unexpected or hidden malfunctions in extremely complex environments. In this article, we present an on-line algorithm that performs a flow of messages analysis. More precisely, it is able to highlight hidden abnormal behaviors that existing network management methods would not detect. Our algorithm uses the notion of constraint curves, introduced in the Network Calculus theory, defining successive time windows that bound the flow.