| Issue |
EPL
Volume 82, Number 2, April 2008
|
|
|---|---|---|
| Article Number | 28006 | |
| Number of page(s) | 6 | |
| Section | Interdisciplinary Physics and Related Areas of Science and Technology | |
| DOI | https://doi.org/10.1209/0295-5075/82/28006 | |
| Published online | 26 March 2008 | |
A theory of web traffic
Department of Electrical Engineering, University of California - Los Angeles, CA 90095-1594, USA and NetSeer Inc. - 11943 Montana Ave. Suite 200, Los Angeles, CA 90049, USA
Corresponding authors: simkin@ee.ucla.edu vwani@ee.ucla.edu
Received:
16
November
2007
Accepted:
25
February
2008
We analyze access statistics of several popular webpages for a period of several years. The graphs of daily downloads are highly non-homogeneous with long periods of low activity interrupted by bursts of heavy traffic. These bursts are due to avalanches of blog entries, referring to the page. We quantitatively explain this behavior using the theory of branching processes. We extrapolate these findings to construct a model of the entire web. According to the model, the competition between webpages for viewers pushes the web into a self-organized critical state. In this regime, the most interesting webpages are in a near-critical state, with a power law distribution of traffic intensity.
PACS: 89.20.Hh – World Wide Web, Internet / 05.65.+b – Self-organized systems
© EPLA, 2008
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