Title :
A recursive approach for alarm correlation in telecommunication networks
Author :
Meira, Dilmar M. ; Nogueira, Jose Marcos S
Author_Institution :
Telemar-MG, Belo Horizonte, Brazil
fDate :
6/22/1905 12:00:00 AM
Abstract :
A model for alarm correlation in a telecommunication network is proposed, which contributes to the identification of possible causes for the alarms received, as well as the prediction of possible effects of some known faults. The model allows the partition of the telecommunication network into several smaller sub-networks, while preserving some basic information on the propagation of the effect of faults among sub-networks. The breakdown of the problem into smaller sub-problems facilitates its solution and allows the use, in each sub-network, of the correlation technique most suitable to their peculiarities. It also allows the execution of several correlation processes in parallel, increasing the speed of the overall correlation process and reducing the complexity of the problem. This approach named “multi-focal correlation”, may be recursively utilized in each sub-network until the network element level is reached
Keywords :
alarm systems; belief networks; correlation methods; prediction theory; telecommunication computing; telecommunication network management; alarm correlation; correlation technique; multi-focal correlation; network management system; overall correlation process; recursive approach; sub-networks; telecommunication network partition; Bayesian methods; Electric breakdown; Electronic mail; Fault diagnosis; Intelligent networks; NP-complete problem; Parallel processing; Predictive models; Telecommunication switching; Uncertainty;
Conference_Titel :
Network Operations and Management Symposium, 2000. NOMS 2000. 2000 IEEE/IFIP
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-5928-3
DOI :
10.1109/NOMS.2000.830469