Date: 23 Aug 2002

Counting Distinct Elements in a Data Stream

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We present three algorithms to count the number of distinct elements in a data stream to within a factor of 1 ±ε. Our algorithms improve upon known algorithms for this problem, and offer a spectrum of time/space tradeoffs.