The Network Link Outlier Factor (NLOF) for Fault Localization

The Network Link Outlier Factor (NLOF) for Fault Localization

We describe and experimentally evaluate the performance of our Network Link Outlier Factor (NLOF) for locating faults in communication networks. The NLOF is a unique outlier score assigned to each link in a network. It is computed using four distinct stages in a data analytics pipeline. The input to...

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Bibliographic Details
Main Authors: Christopher Mendoza, Michael P. Mcgarry
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Network management
clustering
outlier detection
fault detection
fault localization
Online Access:https://ieeexplore.ieee.org/document/9204754/

Internet

https://ieeexplore.ieee.org/document/9204754/

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