Multivariate network traffic analysis using clustered patterns

DOI10.1007/S00607-018-0619-4zbMath1458.68012OpenAlexW2799358885WikidataQ129817826 ScholiaQ129817826MaRDI QIDQ2218438

Alex Sim, Ikkyun Kim, Jinoh Kim, Sang-Chul Suh, Brian Tierney

Publication date: 15 January 2021

Published in: Computing (Search for Journal in Brave)

Full work available at URL: https://escholarship.org/uc/item/4258c739

zbMATH Keywords

multivariate analysischange detectionanomaly detectionnetwork traffic analysisclustered patterns

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Network design and communication in computer systems (68M10) Deterministic network models in operations research (90B10)

Uses Software

• BLINC

Cites Work

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• A multivariate Kolmogorov-Smirnov test of goodness of fit
• Finite population corrections for the Kolmogorov–Smirnov tests
• Data-streams and histograms

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