Using network fault predictions to enable IP traffic management

Journal of Network and Systems Management

Volumn 9, Issue 3, 2001, Pages 327-346

  Thottan, M ^a   Ji, C ^b  

^a LUCENT TECHNOLOGIES   (United States)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Change detection; Fault model; Network health; Spatial correlator

Indexed keywords

EID: 0041372932     PISSN: 10647570     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. S. Jamin, P. B. Danzig, S. J. Shenker, and L. Zhang, A measurement-based admission control algorithm for integrated services packet networks (extended version). IEEE/ACM Trans. on Networking, Vol. 5, No. 1, pp. 56-70, 1997.
2. M. Thottan and C. Ji, Statistical detection of enterprise network problems. Journal of Network and Systems Management, Vol. 7, No. 1, pp. 27-45, 1999. Also available from http://neuron.ecse.rpi.edu/.
3. A. Knobbe, D. Wallen, and L. Lewis, Experiments with data mining in enterprise management, Proceedings of IEEE/IFIP Integrated Network Management VI, Boston, USA, pp. 353-367, 1999.
4. R. Maxion and F. E. Feather, A case study of ethernet anomalies in a distributed computing environment, IEEE Trans. on Reliability, Vol. 39, No. 4, pp. 433-443, 1990.
5. L. L. Ho, D. J. Cavuto, S. Papavassilou, and A. G. Zawadzki, Adaptive anomaly detection in transaction-oriented wide area networks, Journal of Network and Systems Management, Vol. 9, No. 2, pp. 761-775, June 2001.
6. L. Lewis and G. Dreo, Extending trouble ticket systems to fault diagnosis, IEEE Network, pp. 44-51, November 1993.
7. G. Penido, C. Machado, and J. M. Nogueira, An automatic fault diagnosis and correction system for telecommunications management. Proceedings of IEEE/IFIP Integrated Network Management VI, Boston, USA, pp. 777-793, 1999.
8. C. Melchiors and L. M. R. Tarouco, Troubleshooting network faults using past experience. Proceedings of IEEE/IFIP Network Operations and Management Symposium, Honolulu, Hawaii, pp. 549-563, 2000.
9. K. McCloghrie and M. Rose, Management information base for network management of tcp/ip-based internets: Mib 2. RFC1213, 1991.
10. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis, John Wiley, 1973.
11. M. Thottan, Fault Detection and Prediction for Management of Computer Networks. Doctoral Thesis, Rensselaer Polytechnic Institute, Troy, New York, May 2000.
12. M. Basseville and I. Nikiforov, Detection of Abrupt Changes, Theory and Application, Prentice Hall Information and System Sciences Series, 1993.
13. H. L. Van Trees, Detection, Estimation, and Modulation Theory, Vol. 1, John Wiley, 1971.
14. M. Basseville and A. Benveniste, Sequential segmentation of nonstationary digital signals using spectral analysis, Information Sciences, Vol. 29, pp. 57-73, 1983.
15. U. Appel and A. V. Brandt, Adaptive sequential segmentation of piecewise stationary time series, Information Sciences, Vol. 29, pp. 27-56, 1983.
16. P. V. Desouza, Statistical tests and distance measures for lpc coefficients. IEEE Trans. on Acoustics, Speech and Signal Processing, Vol. 25, No. 6, pp. 554-559, 1977.
17. M. Thottan and C. Ji, Adaptive thresholding for proactive network problem detection, Proceedings of IEEE International Workshop on Systems Management, Newport, Rhode Island, pp. 108-116, April 1998. Also available from http://neuron.ecse.rpi.edu/.
18. M. Thottan and C. Ji, Fault prediction at the network layer using intelligent agents, IEEE/IFIP, Integrated Network Management VI, Boston, Massachusetts, pp. 745-760, May 1999.
19. D. Shen and J. Hellerstein, Predictive models for proactive network management: Application to a production web server. Proceedings of IEEE/IFIP Network Operations and Management Symposium, Honolulu, Hawaii, pp. 833-847, 2000.
20. J. S. Turner, New directions in communication (or which way to the information age). IEEE Communications, pp. 8-15, October 1986.