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» Estimating Hybrid Frequency Moments of Data Streams
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91
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FAW
2008
Springer
110views Algorithms» more  FAW 2008»
15 years 2 months ago
Estimating Hybrid Frequency Moments of Data Streams
Sumit Ganguly, Mohit Bansal, Shruti Dube
143
Voted
APPROX
2004
Springer
108views Algorithms» more  APPROX 2004»
15 years 6 months ago
Estimating Frequency Moments of Data Streams Using Random Linear Combinations
The problem of estimating the kth frequency moment Fk for any nonnegative k, over a data stream by looking at the items exactly once as they arrive, was considered in a seminal pap...
Sumit Ganguly
APPROX
2007
Springer
99views Algorithms» more  APPROX 2007»
15 years 7 months ago
On Estimating Frequency Moments of Data Streams
Sumit Ganguly, Graham Cormode
CORR
2010
Springer
72views Education» more  CORR 2010»
15 years 1 months ago
Fast Moment Estimation in Data Streams in Optimal Space
We give a space-optimal algorithm with update time O(log2 (1/) log log(1/)) for (1
Daniel M. Kane, Jelani Nelson, Ely Porat, David P....
CORR
2008
Springer
127views Education» more  CORR 2008»
15 years 1 months ago
A Very Efficient Scheme for Estimating Entropy of Data Streams Using Compressed Counting
Compressed Counting (CC) was recently proposed for approximating the th frequency moments of data streams, for 0 < 2. Under the relaxed strict-Turnstile model, CC dramaticall...
Ping Li