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» On Estimating Frequency Moments of Data Streams
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APPROX
2004
Springer
108views Algorithms» more  APPROX 2004»
13 years 10 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»
13 years 11 months ago
On Estimating Frequency Moments of Data Streams
Sumit Ganguly, Graham Cormode
FAW
2008
Springer
110views Algorithms» more  FAW 2008»
13 years 6 months ago
Estimating Hybrid Frequency Moments of Data Streams
Sumit Ganguly, Mohit Bansal, Shruti Dube
CORR
2010
Springer
72views Education» more  CORR 2010»
13 years 4 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»
13 years 4 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