Diffusion wavelets-based analysis on traffic matrices
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Date
2011
Authors
Tian, H.
Roughan, M.
Sang, Y.
Shen, H.
Editors
Yeo, S.-S.
Vaidya, B.
Papadopoulos, G.A.
Vaidya, B.
Papadopoulos, G.A.
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Conference paper
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Proceedings of the 12th International Conference on Parallell and Distributed Computing, Applications and Technologies, held in Gwangju, South Korea, 20-22 October, 2011: pp.116-121
Statement of Responsibility
Hui Tian, Matthew Roughan, Yingpeng Sang and Hong Shen
Conference Name
International Conference on Parallel and Distributed Computing, Applications and Technologies (12th : 2011 : Gwangju, South Korea)
Abstract
Traffic matrix describes the traffic volumes traversing the network from the input nodes to the exit nodes over a measured period. Such a matrix is very hard, if not intractable, to be obtained for a large network. We apply a new technique to analyze the traffic matrix by use of diffusion wavelet in this paper. It is shown that diffusion wavelet can do an efficient multi-resolution analysis on TM. The original TM can be reconstructed by choosing the diffused traffic in a particular level. This paper also shows there are a lot of potential applications by use of diffusion wavelet-based analysis on traffic matrix.
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© 2011 IEEE