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If traffic in a network is being generated from a Pareto distribution,

And I am estimating this traffic rate at each packet arrival,

If I was to take the previous x estimated rates as a sample of data,

Would the distribution of these estimated rates still be Pareto or would they be more of a Normal distribution?

Any comments would be great!