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» Streaming Queries over Streaming Data
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TODS
2008
51views more  TODS 2008»
15 years 20 days ago
Approximate continuous querying over distributed streams
Graham Cormode, Minos N. Garofalakis
ICDE
2008
IEEE
182views Database» more  ICDE 2008»
16 years 2 months ago
A Generic Framework for Continuous Motion Pattern Query Evaluation
We introduce a novel query type defined over streaming moving object data, namely, the Continuous Motion Pattern (CMP) Queries. A motion pattern is defined as a sequence of distin...
Petko Bakalov, Vassilis J. Tsotras
104
Voted
PODS
2007
ACM
108views Database» more  PODS 2007»
16 years 27 days ago
Machine models and lower bounds for query processing
This paper gives an overview of recent work on machine models for processing massive amounts of data. The main focus is on generalizations of the classical data stream model where...
Nicole Schweikardt
DIS
2009
Springer
15 years 7 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...
89
Voted
VLDB
2002
ACM
106views Database» more  VLDB 2002»
15 years 11 days ago
Approximate Frequency Counts over Data Streams
We present algorithms for computing frequency counts exceeding a user-specified threshold over data streams. Our algorithms are simple and have provably small memory footprints. A...
Gurmeet Singh Manku, Rajeev Motwani