Graphical Model Based Clustering for Network Traffic Prediction
Roadmap
Introduction – Graphical model
Basic Probability Theory
Bayes' Theorem
d-Separation criterion
Bayesian Network Models
Introduction – E-Comm network
EDACS System Architecture
E-Comm Network Coverage
Introduction – Traffic Data
Introduction – Related Works
Research – Data preprocessing
Research – Data modeling
Research – User clustering
Research – Traffic prediction
Data preprocessing (1)
Data preprocessing (2)
Data preprocessing (3)
PPT Slide
Result of combining
Data Modeling
Data Clustering
Data Prediction
Future Work
References (1)
References (2)
Questions ???
Email: lcheu@cs.sfu.ca
Home Page: http://www.ensc.sfu.ca/~ljilja/cnl/