Methods and systems for determining entropy metrics for networks

作者: Joseph E. Johnson

DOI:

关键词: MetricsMarkov chainEntropy (information theory)AlgorithmTopologyNetwork monitoringMathematics

摘要: Methods and systems for network monitoring using metrics which are generalized entropy functions of the Markov monoid matrix M generated by an altered connection C.

参考文章(7)
Joseph E. Johnson, Networks, Markov Lie Monoids, and Generalized Entropy Lecture Notes in Computer Science. pp. 129- 135 ,(2005) , 10.1007/11560326_10
Joseph E. Johnson, Markov‐type Lie groups in GL(n,R) Journal of Mathematical Physics. ,vol. 26, pp. 252- 257 ,(1985) , 10.1063/1.526654
Andrew McCallum, Don Towsley, Yu Gu, Detecting anomalies in network traffic using maximum entropy estimation internet measurement conference. pp. 32- 32 ,(2005) , 10.5555/1251086.1251118
Arno Wagner, Bernhard Plattner, Entropy Based Worm and Anomaly Detection in Fast IP Networks 14th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprise (WETICE'05). pp. 172- 177 ,(2005) , 10.1109/WETICE.2005.35