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TALG
2010
82views more  TALG 2010»
13 years 3 months ago
A near-optimal algorithm for estimating the entropy of a stream
Amit Chakrabarti, Graham Cormode, Andrew McGregor
ESA
2006
Springer
81views Algorithms» more  ESA 2006»
13 years 9 months ago
Estimating Entropy over Data Streams
Lakshminath Bhuvanagiri, Sumit Ganguly
ESCAPE
2007
Springer
266views Algorithms» more  ESCAPE 2007»
13 years 11 months ago
CR-precis: A Deterministic Summary Structure for Update Data Streams
We present deterministic sub-linear space algorithms for a number of problems over update data streams, including, estimating frequencies of items and ranges, finding approximate ...
Sumit Ganguly, Anirban Majumder
CORR
2008
Springer
127views Education» more  CORR 2008»
13 years 5 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
PODS
2010
ACM
215views Database» more  PODS 2010»
13 years 10 months ago
An optimal algorithm for the distinct elements problem
We give the first optimal algorithm for estimating the number of distinct elements in a data stream, closing a long line of theoretical research on this problem begun by Flajolet...
Daniel M. Kane, Jelani Nelson, David P. Woodruff