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Dynamic Histograms: Capturing Evolving Data Sets


D. Donjerkovic, Y. Ioannidis, and R. Ramakrishnan

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Return to Internet, Performance, and Systems Management


Abstract


Conventional histograms are `static' since they cannot be updated but only recalculated. In this paper, we introduce a `dynamic' version of V-optimal histograms, which is constructed and maintained incrementally. Our experimental results indicate that a variation of Dynamic V-optimal histograms has comparable precision to recalculation methods but is much cheaper to maintain.



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