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» Sketching asynchronous data streams over sliding windows
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ACIIDS
2009
IEEE
144views Database» more  ACIIDS 2009»
13 years 10 months ago
Processing Exact Results for Sliding Window Joins over Time-Sequence, Streaming Data Using a Disk Archive
— We consider the problem of processing exact results for sliding window joins over data streams with limited memory. Existing approaches deal with memory limitations by shedding...
Abhirup Chakraborty, Ajit Singh
KAIS
2008
97views more  KAIS 2008»
13 years 5 months ago
Tracking clusters in evolving data streams over sliding windows
Aoying Zhou, Feng Cao, Weining Qian, Cheqing Jin
KAIS
2006
110views more  KAIS 2006»
13 years 5 months ago
Catch the moment: maintaining closed frequent itemsets over a data stream sliding window
Yun Chi, Haixun Wang, Philip S. Yu, Richard R. Mun...
DIS
2009
Springer
13 years 12 months ago
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams
Some challenges in frequent pattern mining from data streams are the drift of data distribution and the computational efficiency. In this work an additional challenge is considered...
Fabio Fumarola, Anna Ciampi, Annalisa Appice, Dona...
SIAMCOMP
2002
152views more  SIAMCOMP 2002»
13 years 5 months ago
Maintaining Stream Statistics over Sliding Windows
We consider the problem of maintaining aggregates and statistics over data streams, with respect to the last N data elements seen so far. We refer to this model as the sliding wind...
Mayur Datar, Aristides Gionis, Piotr Indyk, Rajeev...