An Optimal Cardinality Estimation Algorithm Based on Order Statistics and Its Full Analysis

By Jérémie Lumbroso in cardinality streaming effective-algorithm original-research conference

July 2, 2010

Abstract

Talk that introduced a novel, practically useful cardinality estimation, which is both optimal and fully analyzed, engineered with low cardinality distortion fixes, with its limit distribution (see sequence of plots): A full characterization of the probability distribution — a gamma distribution — of the algorithm's output.

Date

July 2, 2010

Time

11:15 AM – 11:45 AM

Location

Vienna, Austria

Event
Posted on:
July 2, 2010
Length:
0 minute read, 0 words
Categories:
cardinality streaming effective-algorithm original-research conference
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