2003Unpublished venueRequires access

Survey of Modeling of Network Traffic

Shu Cao

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Abstract

Communication network needs to supply users with QoS (quality of service). So traffic modeling must be able to capture the statistical characteristics of actual traffic. Traffic modeling play an important role in traffic control and performance analysis of networks. With the increment of network traffic types, the traffic features of actual network become more and more complex, as characterized with bursts?short range dependence and selfsimilarity and so on. The studies of traffic modeling have a perpetual development. In this article, the features of network traffic are discussed firstly, then the current traffic models are analyzed and the features of modeling methods are pointed out.

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What this paper is about

Communication network needs to supply users with QoS (quality of service). So traffic modeling must be able to capture the statistical characteristics of actual traffic. Traffic modeling play an important role in traffic control and performance analysis of networks. With the increment of network traffic types, the traffic features of actual network become more and more complex, as characterized with bursts?short range dependence and selfsimilarity and so on. The studies of traffic modeling have a perpetual development. In this article, the features of network traffic are discussed firstly, then the current traffic models are analyzed and the features of modeling methods are pointed out.

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Available abstract

Communication network needs to supply users with QoS (quality of service). So traffic modeling must be able to capture the statistical characteristics of actual traffic. Traffic modeling play an important role in traffic control and performance analysis of networks. With the increment of network traffic types, the traffic features of actual network become more and more complex, as characterized with bursts?short range dependence and selfsimilarity and so on. The studies of traffic modeling have a perpetual development. In this article, the features of network traffic are discussed firstly, then the current traffic models are analyzed and the features of modeling methods are pointed out.

Key concepts: Traffic generation model, Computer science, Network traffic simulation, Traffic shaping, Traffic classification, Network traffic control, Computer network, Quality of service

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