Title
Simulation of Web Data Traffic Patterns Using Fractal Statistical Modelling.
Abstract
This paper describes statistical analysis of web data traffic to identify the probability distribution best fitting the connection arrivals and to evaluate whether data traffic traces follow heavy-tail distributions an indication of fractal behaviour, which is in contrast to conventional data traffic. Modelling of the fractal nature of web data traffic is used to specify classes of fractal computing methods which are capable of accurately describing the burstiness behaviour of the measured data, thereby establishing web data traffic patterns.
Year
DOI
Venue
2011
10.1007/978-3-642-23957-1_47
IFIP Advances in Information and Communication Technology
Keywords
Field
DocType
data traffic,patterns,fractal modelling
Traffic generation model,Data mining,Data traffic,Computer science,Fractal,Probability distribution,Statistical model,Statistical analysis
Conference
Volume
ISSN
Citations 
363
1868-4238
1
PageRank 
References 
Authors
0.39
8
2
Name
Order
Citations
PageRank
Shanyu Tang121317.47
Hassan B. Kazemian24712.25