Approximate counting: a detailed analysis
BIT - Ellis Horwood series in artificial intelligence
Theoretical Computer Science
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Generalized approximate counting revisited
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RTCSA '11 Proceedings of the 2011 IEEE17th International Conference on Embedded and Real-Time Computing Systems and Applications - Volume 01
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The classical algorithm approximate counting has been recently modified by Cichon and Macyna: instead of one counter, m counters are used, and the assignment of an incoming item to one of the counters is random. The parameter of interest is the sum of the values of all the counters. We analyse expectation and variance, getting explicit and asymptotic formulae.