Adaptive Statistical Signatures of Network Soft-Failures in User Devices.

Chathuranga Widanapathirana,Jonathan C. Li,Milosh V. Ivanovich,Paul G. Fitzpatrick,Y. Ahmet Sekercioglu

The Computer Journal（2014）

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摘要

Efficient fault detection and characterization are crucial requirements for automated network diagnosis systems. In this paper, we present normalized statistical signatures (NSSs), a network ‘soft-failure’ characterization technique for user devices (UDs) based upon exhaustive sets of aggregated statistical features extracted from transmission control protocol (TCP) packet streams. TCP streams are...

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关键词

fault signatures,network anomalies,terminal device diagnosis,automated inference,signature estimation,feature predictability,feature stability,regression analysis

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