Diagnosing client faults using SVM-based intelligent inference from TCP packet traces

We present the Intelligent Automated Client Diagnostic (IACD) system, which only relies on inference from Transmission Control Protocol (TCP) packet traces for rapid diagnosis of client device problems that cause network performance issues. Using soft-margin Support Vector Machine (SVM) classifiers,...

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Bibliographische Detailangaben

Hauptverfasser:	Widanapathirana, C., Sekercioglu, Y. A., Fitzpatrick, P. G., Ivanovich, M. V., Li, J. C.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Accuracy Computational fluid dynamics Feature extraction Performance evaluation Testing Training Vectors
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