Many sensors produce large volumes of data regarding objects that change with respect the location and time.
Sensor Data Analysis Framework Research Roadmap: Integrating Stream Processing and Persistent Data Retrieval
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Many sensors produce large volumes of data regarding objects that change with respect the location and time. Evaluating this stream of information in a timely fashion requires the integration of current and historical data. The Sensor Data Acquisition Framework (SDAF) research project seeks to understand and investigate various approaches to integrating streamed and historical sensor data with respect to spatio-temporal queries. In addition, techniques for addressing scalability, efficiency and data quality for integrated high volume sensor streams will be assessed.