BasisDetect: a model-based network event detection framework

@inproceedings{Eriksson2010BasisDetectAM,
  title={BasisDetect: a model-based network event detection framework},
  author={Brian Eriksson and Paul Barford and Rhys Alistair Bowden and Nick G. Duffield and Joel Sommers and Matthew Roughan},
  booktitle={Internet Measurement Conference},
  year={2010}
}
The ability to detect unexpected events in large networks can be a significant benefit to daily network operations. A great deal of work has been done over the past decade to develop effective anomaly detection tools, but they remain virtually unused in live network operations due to an unacceptably high false alarm rate. In this paper, we seek to improve the ability to accurately detect unexpected network events through the use of BasisDetect, a flexible but precise modeling framework. Using a… CONTINUE READING

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Highly Influential
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