CMSC828K: Sensor Data Management; Data Streams

Prof. Amol Deshpande;    CSIC 3118;    Tue-Thur 3:30pm-4:45pm


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Schedule




Tentative reading list

Overview of sensing technologies, hardware trends, applications (2-3 classes)

Declarative query processing over sensor networks (2-3 classes)

Data streams: System Design, query processing and optimization, adaptive query processing (7-8 classes)

Probabilistic graphical models and their role in sensor data management: 4-5 classes

Uncertain, probabilistic databases: 5-6 classes