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robryk
on Feb 22, 2014
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German tank problem
This is a very old (and nice) problem in streaming algorithms. The solution currently used in most places is HyperLogLog[1], which basically uses the distribution of log(minimum value of hash) for a set of hashes.
[1]
http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf
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[1] http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf