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» Maintaining Nonparametric Estimators over Data Streams
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SIGMOD
2003
ACM
209views Database» more  SIGMOD 2003»
14 years 8 months ago
Distributed Top-K Monitoring
The querying and analysis of data streams has been a topic of much recent interest, motivated by applications from the fields of networking, web usage analysis, sensor instrumenta...
Brian Babcock, Chris Olston
TKDE
2008
169views more  TKDE 2008»
13 years 8 months ago
A Cost-Based Approach to Adaptive Resource Management in Data Stream Systems
Data stream management systems need to control their resources adaptively since stream characteristics and query workload may vary over time. In this paper we investigate an approa...
Michael Cammert, Jürgen Krämer, Bernhard...
ADC
2010
Springer
266views Database» more  ADC 2010»
13 years 3 months ago
Counting distinct objects over sliding windows
Aggregation against distinct objects has been involved in many real applications with the presence of duplicates, including real-time monitoring moving objects. In this paper, we ...
Wenjie Zhang, Ying Zhang, Muhammad Aamir Cheema, X...
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 7 months ago
A New SLNR-based Linear Precoding for Downlink Multi-User Multi-Stream MIMO Systems
—Signal-to-leakage-and-noise ratio (SLNR) is a promising criterion for linear precoder design in multi-user (MU) multiple-input multiple-output (MIMO) systems. It decouples the p...
Peng Cheng, Meixia Tao, Wenjun Zhang
CVPR
2012
IEEE
12 years 1 months ago
Stream-based Joint Exploration-Exploitation Active Learning
Learning from streams of evolving and unbounded data is an important problem, for example in visual surveillance or internet scale data. For such large and evolving real-world data...
Chen Change Loy, Timothy M. Hospedales, Tao Xiang,...