Live Analytics on High Velocity Sensor Data Streams using Event-based Systems
Naveen Nandan · Journal of Industrial and Intelligent Information · 2013
With the advancement in sensor technology and the penetration of mobile devices, event-based systems are rapidly gaining importance in many big data application domains such as complex event processing and real-time analytics. A considerable amount of effort is being put in by the research communities to focus on developing systems that can analyze, forecast and enable decision making for pervasive sensing applications. This paper describes methods for running real-time complex analytics on high velocity sensor data with the focus on continuous computation of statistics and visualization. The system developed demonstrates real-time analytics for a game of football.