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Content Provider | IEEE Xplore Digital Library |
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Author | Shengkun Xie Lawniczak, A.T. Lio, P. |
Copyright Year | 2008 |
Description | Author affiliation: Dept. of Math. & Stat., Univ. of Guelph, Guelph, ON (Shengkun Xie; Lawniczak, A.T.) |
Abstract | We analyse packet traffic in a data communication network model of the packet switching type 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 value), when the response metric is the network performance indicator number of packets in transit. We show through some examples that wavelets and PCA methods provide effective estimators of the network performance. |
Starting Page | 002021 |
Ending Page | 002026 |
File Size | 247672 |
Page Count | 6 |
File Format | |
ISBN | 9781424416424 |
ISSN | 08407789 |
DOI | 10.1109/CCECE.2008.4564900 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2008-05-04 |
Publisher Place | Canada |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Principal component analysis Telecommunication traffic Traffic control Data communication Packet switching Wavelet analysis Wavelet packets Performance analysis Routing Costs denoising OSI Network Layer functional ANOVA principal component analysis wavelets |
Content Type | Text |
Resource Type | Article |
Subject | Electrical and Electronic Engineering Hardware and Architecture |
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