HyperLogLog algorithm ( Cardinality Estimation)

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Revision as of 12:15, 15 February 2023 by Admin (talk | contribs) (Created page with "== Time Complexity == $O(N)$ == Space Complexity == $O(eps^{-2}*log(log(n)$))+log(n)) words (https://oertl.github.io/hyperloglog-sketch-estimation-paper/paper/paper.pdf) == Description == == Approximate? == Approximate Approximation Factor: == Randomized? == Yes, == Model of Computation == Word RAM == Year == 2007 == Reference == http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf")
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Time Complexity

$O(N)$

Space Complexity

$O(eps^{-2}*log(log(n)$))+log(n)) words

(https://oertl.github.io/hyperloglog-sketch-estimation-paper/paper/paper.pdf)

Description

Approximate?

Approximate

Approximation Factor:

Randomized?

Yes,

Model of Computation

Word RAM

Year

2007

Reference

http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf

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