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INFOCOM
2005
IEEE
14 years 1 months ago
A study of analyzing network traffic as images in real-time
—This paper presents NetViewer, a network measurement approach that can simultaneously detect, identify and visualize attacks and anomalous traffic in real-time by passively moni...
Seong Soo Kim, A. L. Narasimha Reddy
SIGMETRICS
2008
ACM
13 years 7 months ago
Long range mutual information
Network traffic modeling generally views traffic as a superposition of flows that creates a timeseries of volume counts (e.g. of bytes or packets). What is omitted from this view ...
Nahur Fonseca, Mark Crovella, Kavé Salamati...
KDD
2001
ACM
195views Data Mining» more  KDD 2001»
14 years 8 months ago
Multimedia Data Mining for Traffic Video Sequences
In this paper, a multimedia data mining framework for discovering important but previously unknown knowledge such as vehicle identification, traffic flow, and the spatio-temporal ...
Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jef...
CN
2004
111views more  CN 2004»
13 years 7 months ago
Edge-to-edge measurement-based distributed network monitoring
Continuous monitoring of a network domain poses several challenges. First, routers of a network domain need to be polled periodically to collect statistics about delay, loss, and ...
Ahsan Habib, Maleq Khan, Bharat K. Bhargava
AINA
2007
IEEE
13 years 11 months ago
Specification Synthesis for Monitoring and Analysis of MANET Protocols
This paper introduces an approach to automatic synthesis of the specification models of routing protocol behavior from the observed flow of the network traffic. In particular, our...
Natalia Stakhanova, Samik Basu, Wensheng Zhang, Xi...