Neural approach to detecting communication network events

IEE Proceedings: Communications

Volumn 149, Issue 5-6, 2002, Pages 257-264

  Sandford, M ^a   Parish, D ^a   Phillips, I ^a  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; COMPUTER SIMULATION; DATA COMMUNICATION SYSTEMS; FAILURE ANALYSIS; KNOWLEDGE BASED SYSTEMS; LEARNING ALGORITHMS; MANAGEMENT INFORMATION SYSTEMS; NEURAL NETWORKS;

DATA EXCEPTION; FAULT DETECTION; KOLMOGOROV -SMIRNOV TEST; NETWORK EVENT DETECTION; NETWORK FAULTS;

INTERNET;

EID: 0036823351     PISSN: 13502425     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-com:20020419     Document Type: Article

References (14)

1. Paxon, V., Mahdavi, J., Adams, A., and Mathis, M.: 'An architecture for large-scale internet measurement', IEEE Commun. Mag., 1998, 36, (8), pp. 48-54
2. Chen, T.: 'Network traffic measurements and experiments', IEEE Commun. Mag., 2000, p. 120
3. McGregor, T., Braun, H.-W., and Brown, J.: 'The NLANR network analysis infrastructure', IEEE Commun. Mag., 2000, 38, (5), pp. 122-128
4. Uijterwaal, H.: 'RIPE test traffic project Internet delay measurements using test traffic: First results'. Proceedings of 1st International SANE Conference, SANE'98, Maastricht, The Netherlands, November 1998
5. Matthews, W., and Cottrell, L.: 'The PingER Project: active Internet performance monitoring for the HENP community', IEEE Commun. Mag., 2000, 38, (5), pp. 130-136
6. Kalidindi, S., and Zekauskas, M.J.: 'Surveyor: an infrastructure for internet performance measurements'. Proceedings of Internet and networking, INET'99, San Jose, June 1999
7. Claffy, K., and Monk, T.: 'What's next for data analysis? Status and challenges facing the community', Proc. IEEE, 1997, 85, (10), pp. 1563-1571
8. Phillips, I.W., Tunnicliffe, M.J., Parish, D.J., and Rodgers, C.: 'On the monitoring and measurement of quality of service of superjanet'. Proceedings of IEE 13th UK Teletraffic Symposium, Strathclyde, UK, March 1996, pp. 16/1-16/9
9. McGregor, T., and Braun, H.-W.: 'Automated event detection for active measurement systems'. Presented at Passive and Active measurements, PAM 2001, Amsterdam, April 2001
10. Phillips, I.W., Sandford, M., and Parish, D.J.: 'Processing network delay measurements into network events'. Proceedings of networks operation and management symposium, NOMS 2000, April 2000, pp. 955-956
11. Leland, W.E., Taqqu, M.S., Willinger, W., and Wilson, D.V.: 'On the self-similar nature of ethernet traffic (Extended version)', IEEE/ACM Trans. Netw., 1994, 2, (1), pp. 1-14
12. Neave, H.R., and Worthington, P.L.: 'Distribution-free tests' (Unwin Hyman, 1988)
13. Tarassenko, L.: 'A guide to neural computing applications' (Arnold, 1998)
14. Fausett, L.V.: 'Fundamentals of neural networks: architectures, algorithms and applications' (Prentice-Hall, 1994)