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Optimal tracking of distributed heavy hitters and quantiles

Clinical Orthopaedics and Related Research, no. 1 (2013): 206-223

Cited: 95|Views22
EI

Abstract

We consider the the problem of tracking heavy hitters and quantiles in the distributed streaming model. The heavy hitters and quantiles are two important statistics for characterizing a data distribution. Let A be a multiset of elements, drawn from the universe U={1,...,u}. For a given 0 ≤ Φ ≤ 1, the Φ-heavy hitters are those elements of ...More

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