DocumentCode
1740976
Title
Practical aspects of simulating systems having arrival processes with long-range dependence
Author
Geist, Robert ; Westall, James
Author_Institution
Dept. of Comput. Sci., Clemson Univ., SC, USA
Volume
1
fYear
2000
fDate
2000
Firstpage
666
Abstract
Analysis of network traffic indicates that packet arrival processes have significant stochastic dependence. It has been suggested that this dependence is so strong as to be well-modeled by long-range dependent processes. The fact that no finite process can be said to be truly long-range dependent poses potentially serious obstacles to simulation modeling. We explore some of these obstacles and propose practical methods for obtaining useful results with simulations of manageable duration
Keywords
Gaussian noise; packet switching; simulation; stochastic processes; telecommunication traffic; arrival processes; computer network traffic; long-range dependence; long-range dependent processes; network traffic analysis; packet arrival processes; simulation modeling; stochastic dependence; system simulation; Autocorrelation; Computational modeling; Computer science; Predictive models; Sampling methods; Stochastic processes; Stochastic resonance; Stochastic systems; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference, 2000. Proceedings. Winter
Conference_Location
Orlando, FL
Print_ISBN
0-7803-6579-8
Type
conf
DOI
10.1109/WSC.2000.899778
Filename
899778
Link To Document