Title :
A real-time non-intrusive tool for network traffic analysis
Author :
Giorgi, Giada ; Dindo, S. ; Vantini, M. ; Narduzzi, Claudio
Author_Institution :
Dept. of Inf. Eng., Univ. of Padova, Padova, Italy
Abstract :
This paper proposes a tool for on-line analysis of network traffic traces. This tools is based on the extraction of measurement information from both detail and approximation coefficients of a wavelet transform. In particular, it merges concepts drawn from the rate-interval curve analysis, with the better known wavelet multi-resolution analysis approach.
Keywords :
feature extraction; real-time systems; telecommunication traffic; wavelet transforms; measurement information extraction; network traffic traces; on-line network traffic analysis; rate-interval curve analysis; real-time nonintrusive tool; wavelet multiresolution analysis approach; wavelet transform; Discrete wavelet transforms; IP networks; Information analysis; Monitoring; Protocols; Telecommunication traffic; Traffic control; Wavelet analysis; Wavelet coefficients; Wavelet transforms; network traffic analysis; quantiles; wavelet;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3352-0
DOI :
10.1109/IMTC.2009.5168416
