On Internet Traffic Classification: A Two-Phased Machine Learning Approach

Traffic classification utilizing flow measurement enables operators to perform essential network management. Flow accounting methods such as NetFlow are, however, considered inadequate for classification requiring additional packet-level information, host behaviour analysis, and specialized hardware...

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Bibliographic Details
Main Authors: Taimur Bakhshi, Bogdan Ghita
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Journal of Computer Networks and Communications
Online Access:http://dx.doi.org/10.1155/2016/2048302