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The task of finding heavy hitters is one of the best known and well studied problems in the area of data streams.
The sizes of compact subsets of Hilbert space and continuity of Gaussian processes
R. M. Dudley · 1967
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A bound on tail probabilities for quadratic forms in independent random variables
D. L. Hanson and F. T. Wright · 1971
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Universal classes of hash functions
L. Carter and M. N. Wegman · 1979
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A fast majority vote algorithm
R. S. Boyer and J. S. Moore · 1981
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The best constants in the Khintchine inequality
U. Haagerup · 1982
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Finding repeated elements
J. Misra and D. Gries · 1982
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MJRTY: A fast majority vote algorithm
R. S. Boyer and J. S. Moore · 1991
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The space complexity of approximating the frequency moments
N. Alon, Y. Matias, and M. Szegedy · 1999
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Models and issues in data stream systems
B. Babcock, S. Babu, M. Datar, R. Motwani, and J. Widom · 2002
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Frequency estimation of Internet packet streams with limited space
E. D. Demaine, A. López-Ortiz, and J. I. Munro · 2002
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A simple algorithm for finding frequent elements in streams and bags
R. M. Karp, S. Shenker, and C. H. Papadimitriou · 2003
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Finding frequent items in data streams
M. Charikar, K. C. Chen, and M. Farach-Colton · 2004
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Tabulation based 4-universal hashing with applications to second moment estimation
M. Thorup and Y. Zhang · 2004
Cited alongside, same era.
An improved data stream summary: the count-min sketch and its applications
G. Cormode and S. Muthukrishnan · 2005
Cited alongside, same era.
Optimal approximations of the frequency moments of data streams
P. Indyk and D. P. Woodruff · 2005
Cited alongside, same era.
Efficient computation of frequent and top-k elements in data streams
A. Metwally, D. Agrawal, and A. El Abbadi · 2005
Cited alongside, same era.
Data streams: Algorithms and applications
S. Muthukrishnan · 2005
Cited alongside, same era.
1-pass relative-error L p L_{p} -sampling with applications
M. Monemizadeh and D. P. Woodruff · 2010
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On the power of adaptivity in sparse recovery
P. Indyk, E. Price, and D. P. Woodruff · 2011
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Tight bounds for Lp samplers, finding duplicates in streams, and related problems
H. Jowhari, M. Sağlam, and G. Tardos · 2011
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Approximate frequency counts over data streams
G. S. Manku and R. Motwani · 2012
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M. Thorup and Y. Zhang · 2012
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Approximating large frequency moments with pick-and-drop sampling
V. Braverman and R. Ostrovsky · 2013
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Sketching and streaming entropy via approximation theory
N. J. A. Harvey, J. Nelson, and K. Onak · 2008
Cited alongside, same era.
Space-optimal heavy hitters with strong error bounds
R. Berinde, G. Cormode, P. Indyk, and M. J. Strauss · 2009
Cited alongside, same era.
Finding duplicates in a data stream
P. Gopalan and J. Radhakrishnan · 2009
Cited alongside, same era.
A near-optimal algorithm for estimating the entropy of a stream
A. Chakrabarti, G. Cormode, and A. McGregor · 2010
Cited alongside, same era.
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A tight lower bound for high frequency moment estimation with small error
Y. Li and D. P. Woodruff · 2013
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Tracking the frequency moments at all times
Z. Huang, W. M. Tai, and K. Yi · 2014
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An optimal algorithm for ℓ 1 \ell_{1} -heavy hitters in insertion streams and related problems
A. Bhattacharyya, P. Dey, and D. P. Woodruff · 2016
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Beating CountSketch for Heavy Hitters in Insertion Streams
V. Braverman, S. R. Chestnut, N. Ivkin, and D. P. Woodruff · 2016
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