Title :
Modeling of the LAN traffic microstructure based on the class a noise model
Author :
Yang, X.S. ; Petropulu, A.P. ; Middleton, David
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
Abstract :
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
Keywords :
local area networks; noise; numerical analysis; packet switching; statistical analysis; telecommunication traffic; IP address; LAN traffic microstructure modelling; Middleton class A noise model; computer network traffic; inter-arrival properties; long-range dependence; numerical simulations; packets activity; standard renewal processes; statistical model; Computer networks; Context modeling; Fluid flow; Local area networks; Mathematical model; Microstructure; Queueing analysis; Statistics; Telecommunication traffic; Traffic control;
Conference_Titel :
Information Theory, 2000. Proceedings. IEEE International Symposium on
Conference_Location :
Sorrento
Print_ISBN :
0-7803-5857-0
DOI :
10.1109/ISIT.2000.866394
