Trouble miner: Mining network trouble tickets

2009 IFIP/IEEE International Symposium on Integrated Network Management-Workshops, IM 2009

Volumn , Issue , 2009, Pages 113-119

  Medem, Amelie ^a   Akodjenou, Marc Ismael ^a   Teixeira, Renata ^a  

^a CNRS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC MECHANISMS; BACK-BONE NETWORK; DOCUMENT CLUSTERING; FREE TEXTS; GENERAL TRENDS; IN-NETWORK; MAINTENANCE ACTIVITY; MINING NETWORK; NETWORK OPERATOR; TROUBLE TICKET; TROUBLESHOOTING;

MAINTENANCE; MINING; TECHNICAL PRESENTATIONS;

NETWORK MANAGEMENT;

EID: 70449563023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INMW.2009.5195946     Document Type: Conference Paper

References (30)

1. D. Johnson, "NOC Internal Integrated Trouble Ticket System Functional Specification Wishlist." RFC 1297, 1992.
2. A. Jain and R. Dubes, "Algorithms for Clustering Data," in Englewood Cliffs, NJ: Prentice Hall, 1988.
3. W. Frakes and R. Baeza-Yates, "Information Retrieval: Data Structures and algorithms," in Englewood Cliffs, New Jersey Prentice Hall, 1992.
4. A. M. Kuatse, R. Teixeira, and M. Meulle, "Characterizing network events and their impact on routing," in Proc. of the 2007 ACM CoNEXT conference, 2007.
5. "Abilene." https://listserv.indiana.edu/archives/internet2-ops- l.html.
6. "Switchlan." http://switch.ch/fr/network/operation/tts/.
7. M. F. Porter, "An algorithm for suffix stripping," Morgan Kaufmann Publishers Inc., 1997.
8. G. Salton and C. Buckley, "Term Weighting Approaches in Automatic Text Retrieval," in Information Processing and Management, 1988.
9. M. Steinbach, G. Karypis, and V. Kumar, "A comparison of document clustering techniques," in KDD Workshop on Text Mining'00, 2000.
10. Y. Zhao and G. Karypis, "Evaluation of hierarchical clustering algorithms for document datasets," in ACM Press, 2002.
11. R. R. Sokal and F. J. Rohlf, "The comparison of dendrograms by objective methods," in Taxon, 1962.
12. T. Hastie, R. Tibshirani, and J. Friedman, "The elements of statistical learning; data mining, inference and prediction," in Springer Verlag, New York, 2001.
13. A. Shaikh, R. Dube, and A. Varma, "Avoiding instability during graceful shutdown of ospf," tech. rep., In Proc. IEEE INFOCOM, 2002.
14. A. Markopoulou, G. Iannaccone, S. Bhattacharyya, C. Chuah, and C. Diot, "Characterization of Failures in an IP Backbone," in Proc. IEEE INFOCOM, 2004.
15. R. Teixeira and J. Rexford, "Managing routing disruptions in internet service provider networks," IEEE Communication Magazine, 2006.
16. J. Moy, P. Pillay-Esnault, and A. Lindem, "Graceful OSPF Restart." RFC 3623, Nov 2003.
17. N. Dubois, B. Decraene, B. Fondeviole, and Z. Ahmad, "Requirements for planned maintenance of bgp sessions." Expired Internet Draft, draftdubois-bgp-pm-reqs-02.txt, July 2005.
18. M. Caesar and J. Rexford, "Building bug-tolerant routers with virtualization," in to appear at the ACM SIGCOMM Workshop on Programmable Routers for the Extensible Services of Tomorrow (PRESTO)., 2008.
19. G. Labovitz, A. Ahuja, and F. Jahanian, "Experimental study of the Internet Stability and Backbone failures," in Proc. International Symposium on Fault-Tolerant Computing, Jun 1999.
20. R. Mahajan, D. Wetherall, and T. Anderson, "Understanding BGP Misconfiguration," in Proc. ACM SIGCOMM, Oct 2002.
21. N. Feamster and H. Balakrishnan, "Detecting BGP Configuration Faults with Static Analysis," in Proc. USENIX Symposium on Networked Systems Design and Implementation, May 2005.
22. M. Steinle, K. Aberer, S. Girdzijauskas, and C. Lovis, "Mapping moving landscapes by mining mountains of logs: novel techniques for dependency model generation," in Proc. of the 32nd international conference on Very large data bases, 2006.
23. K. Yamanishi and Y. Maruyama, "Dynamic syslog mining for network failure monitoring," in Proc. of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, 2005.
24. C. Lim, N. Singh, and S. Yajnik, "A log mining approach to failure analysis of enterprise telephony systems," 2008.
25. Z. Pandi, "Analysis of public trouble ticket data," tech. rep., Budapest University of Technology and Economics, Department of Telecommunications, 2005.
26. J. Tanaka, "Analysis of trouble tickets Issued by APAN JP NOC." www2.jp.apan.net/meetings/busan03/noc/tanaka.ppt.
27. Y. Huang, N. Feamster, A. Lakhina, and J. Xu, "Diagnosing network disruptionss with network-wide analysis," in Proc. ACM SIGMETRICS, Jun 2007.
28. M. Roughan, T. Griffin, Z. Morley, M. Albert, and G. B. Freeman, "Ip forwarding anomalies and improving their detection using multiple data sources," in ACM SIGCOMM Workshop on Network Troubleshooting, 2004.
29. L. Lewis and G. Dreo, "Extending trouble ticket systems to fault diagnostics," Network, IEEE, 1993.
30. C. Melchiors and L. Tarouco, "Troubleshooting network faults using past experience," in Network Operations and Management Symposium, 2000. NOMS 2000. IEEE/IFIP, 2000.