Table of Contents
Graphical Model Based Clustering for Network Traffic Prediction
Roadmap
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
Roadmap
Research: data preprocessing
Research: data modeling
Research: user clustering
Research: traffic prediction
Roadmap
Data preprocessing
Data preprocessing (cont.)
Data preprocessing (cont.)
PPT Slide
Result of combining records
Coming soon ...
Future work
References
References
Questions
|