The Fractal Nature of Internet Traffic

Willinger and Paxson studied the statistics of internet traffic.
They compared real data - an hour of net traffic at a large corporation, with a Poisson model of the same mean and standard deviation as the data, and with a fractal model of the same characteristics.
Pictures in the top row are 6 seconds in 100 msec intervals.
In the second row, these are compressed into the small black regions; the whole graph is now packets per second over a 60 sec range.
Third is packets per 10 sec, over 10 minute intervals.
Fourth is packets per minute over 1 hr intervals.
Over longer time scales, the Poisson model flattens out, while the data and the fractal model do not.
The immediate design lesson is to make much larger buffers to accommodate fluctuations across many timescales.

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