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Non-deterministic Event Correlation Based on C-F Model

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Fuzzy Systems and Knowledge Discovery (FSKD 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3614))

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Abstract

This paper proposes a non-deterministic event correlation technique for diagnosis problem of end-to-end service in network, which uses an event –fault model based on path domain of events. The technique utilizes a refined heuristic approach to create and update fault hypotheses that can explain these events received by system, and computes these hypotheses’ belief by C-F model method. The result of event correlation is the hypothesis with maximum belief. Simulation shows this approach can get a high accuracy even in the case of low observability events ratio.

This research was supported part by Huawei Technologies.

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© 2005 Springer-Verlag Berlin Heidelberg

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Zheng, Q., Qian, Y., Yao, M. (2005). Non-deterministic Event Correlation Based on C-F Model. In: Wang, L., Jin, Y. (eds) Fuzzy Systems and Knowledge Discovery. FSKD 2005. Lecture Notes in Computer Science(), vol 3614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11540007_143

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  • DOI: https://doi.org/10.1007/11540007_143

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28331-7

  • Online ISBN: 978-3-540-31828-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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