Collaboration

Graption: Graph-Based P2P Traffic Classification at the Internet Backbone

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Executive Summary

Monitoring network traffic and classifying applications are essential functions for network administrators. Current traffic classification methods can be grouped in three categories: flow-based (e.g., packet sizing/timing features), payload-based, and host-based. Methods from all three categories have limitations, especially when it comes to detecting new applications, and classifying traffic at the backbone. In this paper, the authors propose the use of Traffic Dispersion Graphs (TDGs) to remedy these limitations. Given a set of flows, a TDG is a graph with an edge between any two IP addresses that communicate; thus TDGs capture network-wide interactions.

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