Traffic measurement in a hybrid satellite-terrestrial network
Road map
Introduction of network traffic measurements
Measurement methodology
Motivation for traffic measurements
Motivation of this research
Introduction to ChinaSat
Introduction to DirecPC system
Introduction to turbo Internet service
PPT Slide
Data collection
Packet trace format
Billing record format
Traffic analysis
Stationary process
Autocorrelation
Aggregation
Aggregation: example (1)
Aggregation: example (2)
Self-similarity: a pictorial view
Self-Similarity: intuition
Self-Similarity: mathematics
Properties of self-similarity
Slowly decaying variance
Long range dependence
Long range vs. short range processes
Hurst effect
Hurst parameter
Measuring the self-similarity
R/S statistics
R/S pox diagram
Variance-time plot
Periodogram
Why self-similar?
Heavy-tailed distributions
Analysis approach
Analysis result
Analysis billing records
Self-similarity
Traffic distribution
Packet size: analysis
Heavy tails
References
Email: qshao@cs.sfu.ca
Home Page: http://www.ensc.sfu.ca/~ljilja/cnl/