2 Topics
A data stream is an ordered sequence of instances that can be read
only once or a small number of times. Topics include but are not
restricted to:
- Data Stream Models
- Data Stream Management Systems
- Data Stream Query Languages
- Continuous queries and Summarization from Data Streams
- Sampling Data Streams
- Single-Pass Algorithms
- Scalable Algorithms
- Change Detection Algorithms
- Clustering on Data Streams
- Classification and Regression on Data Streams
- Association Rules on Data Streams
- Feature Selection on Data Streams
- Visualization Techniques for Data Streams
- Data Stream applications
- Evaluation of Data Streams Models
- Sensor Networks
- Real-Time Applications
ACM DS Track, 2009,
May 9, 2008
