Intelligent Search of Correlated Alarms from Database containing Noise Data

Details Intelligent Search of Correlated Alarms from Database containing Noise Data Intelligent Search of Correlated Alarms from Database containing Noise Data

2001-09-21

arxiv.org/abs/cs/0109042v2

Computer Science

Networking and Internet Architecture

15 pages,4 figures

Scientific paper

Alarm correlation plays an important role in improving the service and reliability in modern telecommunications networks. Most previous research of alarm correlation didn't consider the effect of noise data in Database. This paper focuses on the method of discovering alarm correlation rules from database containing noise data. We firstly define two parameters Win_freq and Win_add as the measure of noise data and then present the Robust_search algorithm to solve the problem. At different size of Win_freq and Win_add, experiments with alarm data containing noise data show that the Robust_search Algorithm can discover the more rules with the bigger size of Win_add. We also experimentally compare two different interestingness measures of confidence and correlation.

Affiliated with

Also associated with

No associations

Rating

Intelligent Search of Correlated Alarms from Database containing Noise Data does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Intelligent Search of Correlated Alarms from Database containing Noise Data, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Intelligent Search of Correlated Alarms from Database containing Noise Data will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-657787