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Deng Xin, Meng Luo-ming. Intelligent Distributed Alarm Correlation in Communication Networks[J]. Journal of Electronics & Information Technology, 2006, 28(10): 1902-1906.
Citation: Deng Xin, Meng Luo-ming. Intelligent Distributed Alarm Correlation in Communication Networks[J]. Journal of Electronics & Information Technology, 2006, 28(10): 1902-1906.

Intelligent Distributed Alarm Correlation in Communication Networks

  • Received Date: 2005-09-21
  • Rev Recd Date: 2006-03-07
  • Publish Date: 2006-10-19
  • This paper presents an approach for modeling and solving the problems of intelligent fault identification and alarm correlation in large telecommunication networks. The network is initially divided into its constituting sub-networks. Different correlation technique is utilized in each sub-network according its characteristics. And the fault propagation model is used to model the functional relationship among the sub-networks. At same time, the paper also presents a distributed framework based on CORBA in alarm correlation. Finally the realization and performance of alarm correlation are discussed in SDH over DWDM systems. The experimentation has proved that the fault diagnosis efficiency is prompted by the distributed alarm correlation systems.
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  • Sterritt R, Bustard D, McCrea A. Autonomic computing correlation for fault management system evolution. Proceedings of IEEE International Conference on Industrial Informatics, India, 21-24 Aug. 2003: 233-247.[2]Burns L, Hellerstein J L, Ma S, Perng C S, et al.. Towards discovery of event correlation rules. Proceedings of IEEE/IFIP International Symposium on Integrated Network Management, Seattle, WA, USA, 14-18 May 2001: 345-359[3]Chao C S, Yang D L, Liu A C. An automated fault diagnosis system using hierarchical reasoning and alarm correlation. Proceedings of IEEE Workshop on Internet Applications, San Jose, CA, USA, 26-27 July 1999: 120-127.[4]Ekaette E U, Far B H. A framework for distributed fault management using intelligent software agents. Proceedings of IEEE CCECE 2003. Canadian Conference on Electrical and Computer Engineering, Canada, 4-7 May 2003, vol.2: 797-800.[5]Lo Chi-Chun, Chen Shing-Hong, Lin Bon-Yeh. Coding-based schemes for fault identification in communication networks[J].Proceedings of Military Communications Conference, MILCOM 1999 IEEE, Atlantic, NJ, USA, 31 Oct.-3 Nov.1999, vol.2:915-919[6]Albaghdadi1 M, Bruce Briley, Martha Evens, et al.. A framework for event correlation in communication systems. Proceedings of MMNS2001, Florence, Italy, LNCS2216, 2001: 271-284,[7]Ekaette E U, Far B H. A framework for distributed fault management using intelligent software agents. Proceedings of IEEE CCECE 2003. Canadian Conference on Electrical and Computer Engineering, Canada, 4-7 May 2003, vol.2: 797-800.[8]Steinder M, Sethi A S. End-to-end service failure diagnosis using belief networks. Network Operations and Management Symposium (NOMS), Florence, Italy, 2002: 375-390.[9]Choi Jaesung, Choi Myungwhan, Lee Sang-Hyuk. An alarm correlation and fault identification scheme based on OSI managed object classes. Proceedings of ICC '99. IEEE International Conference on Communications, Vancouver, BC, 6-10 June 1999, vol.3: 1547-1551.[10]Li H, Yang S, Baras J S. On system designs for distributed, extensible framework for network monitoring and control. Tech. Rep. CSHCN TR 2001-12, Center for Satellite and Hybrid Communication Networks, University of Maryland, 2001.[11]Bouloutas A T, Calo S, Finkel A. Alarm correlation and fault identification in communication networks. IEEE Transactions on Communications, Feb-Apr 1994, vol.42(2/3/4): 523-533.
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