Publication: Parametric & Non-Parametric Analysis of Mean Traetment Effects of Number of Packets in Transit in Data Network Model

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Title	Parametric & Non-Parametric Analysis of Mean Traetment Effects of Number of Packets in Transit in Data Network Model
Authors/Editors*	S. Xie, A.T. Lawniczak and P. LiÏ
Where published*	21th IEEE CCECE 2008-CCGEI 2008, Niagara Falls, Ont, Canada, 04-07 May 2008
How published*	Proceedings
Year*	2008
Volume	0
Number	0
Pages	6
Publisher	IEEE
Keywords	OSI Network Layer, functional ANOVA, principal component analysis, wavelets, denoising
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Abstract	We analyse packet traffic in a data communication network model of the packet switching type using using wavelets and principal component analysis (PCA) based methods. We focus our analysis on mean treatment effects for various factors, i.e. the pairs (routing cost metric, source load), when the response metric is the network performance indicator ânumber of packets in transitâ. We show through some examples that wavelets and PCA methods provide effective estimators of the network performance.