论文信息 - Modeling of the LAN traffic microstructure based on the class a noise model

Modeling of the LAN traffic microstructure based on the class a noise model

We propose to model the packets activity of a single IP address by the Middleton (1979) class A noise model. Theoretical results and numerical simulations indicate that the class A noise model captures well the inter-arrival properties of packets, especially in terms of the long-range dependence (LRD), which is widely observed in computer network traffic.

[1] D. Middleton. Procedures for Determining the Parameters of the First-Order Canonical Models of Class A and Class B Electromagnetic Interference [10] , 1979, IEEE Transactions on Electromagnetic Compatibility.

[2] David R. Cox,et al. The statistical analysis of series of events , 1966 .

[3] David Middleton,et al. Non-Gaussian Noise Models in Signal Processing for Telecommunications: New Methods and Results for Class A and Class B Noise Models , 1999, IEEE Trans. Inf. Theory.