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» Efficient Aggregate Computation over Data Streams
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EDBTW
2006
Springer
13 years 8 months ago
Spatio-temporal Aggregates over Streaming Geospatial Image Data
Geospatial image data obtained by satellites and aircraft are increasingly important to a wide range of applications, such as disaster management, climatology, and environmental m...
Jie Zhang
APWEB
2008
Springer
13 years 7 months ago
Aggregate Computation over Data Streams
Abstract. Nowadays, we have witnessed the widely recognized phenomenon of high speed data streams. Various statistics computation over data streams is often required by many applic...
Xuemin Lin, Ying Zhang
SIGMOD
2001
ACM
152views Database» more  SIGMOD 2001»
14 years 5 months ago
On Computing Correlated Aggregates Over Continual Data Streams
Johannes Gehrke, Flip Korn, Divesh Srivastava
KDD
2003
ACM
192views Data Mining» more  KDD 2003»
14 years 5 months ago
Efficient elastic burst detection in data streams
Burst detection is the activity of finding abnormal aggregates in data streams. Such aggregates are based on sliding windows over data streams. In some applications, we want to mo...
Yunyue Zhu, Dennis Shasha
ICDE
2011
IEEE
262views Database» more  ICDE 2011»
12 years 8 months ago
Memory-constrained aggregate computation over data streams
— In this paper, we study the problem of efficiently computing multiple aggregation queries over a data stream. In order to share computation, prior proposals have suggested ins...
K. V. M. Naidu, Rajeev Rastogi, Scott Satkin, Anan...