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32nd IEEE Conference on Local Computer Networks (LCN 2007)
A Measurement-Based Modeling Approach for Network-Induced Packet Delay
Dublin, Ireland
October 15-October 18
ISBN: 0-7695-3000-1
ASCII Text
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Daniel A. Vivanco, Anura P. Jayasumana, "A Measurement-Based Modeling Approach for Network-Induced Packet Delay," Local Computer Networks, Annual IEEE Conference on, pp. 175-182, 32nd IEEE Conference on Local Computer Networks (LCN 2007), 2007.
 
 
BibTex
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@article{ 10.1109/LCN.2007.136,
author = {Daniel A. Vivanco and Anura P. Jayasumana},
title = {A Measurement-Based Modeling Approach for Network-Induced Packet Delay},
journal ={Local Computer Networks, Annual IEEE Conference on},
volume = {0},
year = {2007},
issn = {0742-1303},
pages = {175-182},
doi = {http://doi.ieeecomputersociety.org/10.1109/LCN.2007.136},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Local Computer Networks, Annual IEEE Conference on
TI - A Measurement-Based Modeling Approach for Network-Induced Packet Delay
SN - 0742-1303
SP175
EP182
A1 - Daniel A. Vivanco,
A1 - Anura P. Jayasumana,
PY - 2007
KW - Internet Measurments
KW - Delay
KW - Inter-packet gaps.
VL - 0
JA - Local Computer Networks, Annual IEEE Conference on
ER -
 
Daniel A. Vivanco, Colorado State University, USA
Anura P. Jayasumana, Colorado State University, USA
An approach is presented to capture and model Internet end-to-end packet delay behavior using ARMA and ARIMA models. Autocorrelation (ACF) and Partial Autocorrelation (PACF) functions are used to identify the most appropriate model and the model order. Impact due to sending rate and packet size of the probe, and the available link capacity on these two metrics are investigated. Results indicate that the models presented reflect accurately the effect of packet correlation induced by the network. Modeling Inter-Packet Gap (IPG) is an alternative for capturing the effect of the network on a packet stream. A methodology for fitting ARMA and ARIMA models to end-to-end packet delay and IPG series is presented.
Index Terms:
Internet Measurments, Delay, Inter-packet gaps.
Citation:
Daniel A. Vivanco, Anura P. Jayasumana, "A Measurement-Based Modeling Approach for Network-Induced Packet Delay," lcn, pp.175-182, 32nd IEEE Conference on Local Computer Networks (LCN 2007), 2007
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