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Title: Compressing computer network measurements using embedded zerotree wavelets
Authors: Kyriakopoulos, Konstantinos G.
Parish, David J.
Issue Date: 2009
Publisher: © IEEE
Citation: KYRIAKOPOULOS, K.G. and PARISH, D.J., 2009. Compressing computer network measurements using embedded zerotree wavelets. IN: Proceedings in The Fifth Advanced International Conference on Telecommunications (AICT 2009) part of WebTel 2009, IEEE, Venice, Italy, 24-28 May, pp. 188-193
Abstract: Monitoring and measuring various metrics of high data rate and high capacity networks produces a vast amount of information over a long period of time. Characteristics such as throughput and delay are derived from packet level information and can be represented as time series signals. This paper looks at the Embedded Zero Tree algorithm, proposed by Shapiro, in order to compress computer network delay and throughput measurements while preserving the quality of interesting features and controlling the level of quality of the compressed signal. The quality characteristics that are examined are the preservation of the mean square error (MSE), the standard deviation, the general visual quality (the PSNR) and the scaling behavior. Experimental results are obtained to evaluate the behaviour of the algorithm on delay and data rate signals. Finally, a comparison of compression performance is presented against the lossless tool bzip2.
Description: This is a conference paper [© IEEE]. It is also available from: http://ieeexplore.ieee.org/ Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Version: Published
DOI: DOI: 10.1109/AICT.2009.39
URI: https://dspace.lboro.ac.uk/2134/4764
Appears in Collections:Conference Papers and Presentations (Mechanical, Electrical and Manufacturing Engineering)

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