Alarm Correlation Analysis in SDH Network Failure

DOI

10.2991/citcs.2012.270How to use a DOI?

Keywords

Alarm correlation; Network topology constraints; FP-Growth algorithm; Data mining

Abstract

According to the characteristics of alarm data and the alarm spread in SDH system, and the existence of various shortcomings of the classical algorithm, this paper presents the FP-Growth of non-temporal association rule mining algorithm. We join the relationship between network topology as a constraint to filter the interference of unrelated network equipment alarms form the related network element alarms. In the process of alarm association rule mining we improve the timeliness and accuracy of the results

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zhen-dong Zhao
AU  - Nan Huang
AU  - Zi-han Li
PY  - 2012/11
DA  - 2012/11
TI  - Alarm Correlation Analysis in SDH Network Failure
BT  - Proceedings of the 2012 National Conference on Information Technology and Computer Science
PB  - Atlantis Press
SP  - 1064
EP  - 1066
SN  - 1951-6851
UR  - https://doi.org/10.2991/citcs.2012.270
DO  - 10.2991/citcs.2012.270
ID  - Zhao2012/11
ER  -