Probabilistic Data Structures for Web Analytics and Data Mining
Highly Scalable
MAY 1, 2012
In this article, I provide an overview of probabilistic data structures that allow one to estimate these and many other metrics and trade precision of the estimations for the memory consumption. I would like to thank Mikhail Khludnev and Kirill Uvaev, who reviewed this article and provided valuable suggestions.
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