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Optimal Approximations of the Frequency Moments

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dc.creator Indyk, Piotr
dc.creator Woodruff, David
dc.date 2004-10-08T20:43:17Z
dc.date 2004-10-08T20:43:17Z
dc.date 2004-07-02
dc.date.accessioned 2013-10-09T02:46:44Z
dc.date.available 2013-10-09T02:46:44Z
dc.date.issued 2013-10-09
dc.identifier AIM-2004-014
dc.identifier http://hdl.handle.net/1721.1/6741
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description We give a one-pass, O~(m^{1-2/k})-space algorithm for estimating the k-th frequency moment of a data stream for any real k>2. Together with known lower bounds, this resolves the main problem left open by Alon, Matias, Szegedy, STOC'96. Our algorithm enables deletions as well as insertions of stream elements.
dc.format 18 p.
dc.format 3705201 bytes
dc.format 761567 bytes
dc.format application/postscript
dc.format application/pdf
dc.language en_US
dc.relation AIM-2004-014
dc.subject AI
dc.title Optimal Approximations of the Frequency Moments


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