Geodesic
Anomaly Detection and Localization by Diffusion Wavelet-based Analysis on Traffic Matrix
Computer Science and Information Systems, Tome 12 (2015) no. 4.

Voir la notice de l'article provenant de la source Computer Science and Information Systems website

Diffusion wavelets (DW) transform has been successfully used in Multi-Resolution Analysis (MRA) of traffic matrices because it inherently adapts to the structure of the underlying network. There are many potential applications based on DW analysis such as anomaly detection, routing optimization and capacity plan, which, however, have not been well developed. This paper shows how to apply two-dimensional DW transform in traffic matrix analysis and anomaly detection. The experimental results demonstrate the effectiveness of DW-based technique in traffic matrix analysis and anomaly detection in practical networks. It also shows this new technique is potential to be used in many other network applications.
Keywords: traffic matrices, diffusion wavelets, multi-resolution analysis, anomaly detection 
@article{CSIS_2015_12_4_a14,
     author = {Teng Sun and Hui Tian and Xuan Mei},
     title = {Anomaly {Detection} and {Localization} by {Diffusion} {Wavelet-based} {Analysis} on {Traffic} {Matrix}},
     journal = {Computer Science and Information Systems},
     publisher = {mathdoc},
     volume = {12},
     number = {4},
     year = {2015},
     url = {http://geodesic.mathdoc.fr/item/CSIS_2015_12_4_a14/}
}
TY  - JOUR
AU  - Teng Sun
AU  - Hui Tian
AU  - Xuan Mei
TI  - Anomaly Detection and Localization by Diffusion Wavelet-based Analysis on Traffic Matrix
JO  - Computer Science and Information Systems
PY  - 2015
VL  - 12
IS  - 4
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/CSIS_2015_12_4_a14/
ID  - CSIS_2015_12_4_a14
ER  - 
%0 Journal Article
%A Teng Sun
%A Hui Tian
%A Xuan Mei
%T Anomaly Detection and Localization by Diffusion Wavelet-based Analysis on Traffic Matrix
%J Computer Science and Information Systems
%D 2015
%V 12
%N 4
%I mathdoc
%U http://geodesic.mathdoc.fr/item/CSIS_2015_12_4_a14/
%F CSIS_2015_12_4_a14
Teng Sun; Hui Tian; Xuan Mei. Anomaly Detection and Localization by Diffusion Wavelet-based Analysis on Traffic Matrix. Computer Science and Information Systems, Tome 12 (2015) no. 4. http://geodesic.mathdoc.fr/item/CSIS_2015_12_4_a14/