Proceedings of the 2012 National Conference on Information Technology and Computer Science

Alarm Correlation Analysis in SDH Network Failure

Authors
Zhen-dong Zhao, Nan Huang, Zi-han Li
Corresponding Author
Zhen-dong Zhao
Available Online November 2012.
DOI
https://doi.org/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
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Proceedings
2012 National Conference on Information Technology and Computer Science
Part of series
Advances in Intelligent Systems Research
Publication Date
November 2012
ISBN
978-94-91216-39-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/citcs.2012.270How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

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  - 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  - https://doi.org/10.2991/citcs.2012.270
ID  - Zhao2012/11
ER  -