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Inferring groups of correlated failures

Published: 04 December 2006 Publication History

Abstract

We compare and evaluate different methods to infer groups of correlated failures. These methods try to group failure events occurring nearly simultaneously in clusters. Indeed if several failures occur nearly at the same moment in a network, it is possible that these failures have the same root cause. The input data of our algorithms are IP failure notifications that can be provided by several sources. We consider two sources: IS-IS Link State Packets (LSPs) and Syslog messages. Our first results on the Abilene and GÉANT networks show that the inference methods behave differently and that using IS-IS LSPs provides more accurate results than using Syslog messages.

References

[1]
S. Balon, J. Lepropre, O. Delcourt, F. Skive, and G. Leduc. Traffic Engineering an Operational Network with the TOTEM Toolbox. IEEE eTransactions on Network and Service Management, under revision, 2006.
[2]
R. R. Kompella, J. Yates, A. Greenberg, and A. C. Snoeren. IP Fault Localization Via Risk Modeling. In Proc. of NSDI'05, pages 57--70, Boston, May 2005.
[3]
A. Markopoulou, G. Iannaccone, S. Bhattacharyya, C.-N. Chuah, and C. Diot. Characterization of Failures in an IP Backbone. In Proc. of INFOCOM'04, volume 4, pages 2307--2317, Hong Kong, March 2004.
[4]
P. Sebos, J. Yates, D. Rubenstein, and A. Greenberg. Effectiveness of Shared Risk Link Group Auto-Discovery in Optical Networks. In Proc. of OFC 2002, pages 493--495, Anaheim, March 2002.
[5]
L. Wehenkel. Applied inductive learning, October 2000. http://www.montefiore.ulg.ac.be/~lwh/AIA/notes-aia.ps.gz.

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  • (2013)Towards risk-aware communications networkingReliability Engineering & System Safety10.1016/j.ress.2012.08.009109(160-174)Online publication date: Jan-2013

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    cover image ACM Conferences
    CoNEXT '06: Proceedings of the 2006 ACM CoNEXT conference
    December 2006
    318 pages
    ISBN:1595934561
    DOI:10.1145/1368436
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 04 December 2006

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    Author Tags

    1. SRLG
    2. clustering
    3. failures
    4. inference

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    • (2013)Towards risk-aware communications networkingReliability Engineering & System Safety10.1016/j.ress.2012.08.009109(160-174)Online publication date: Jan-2013

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