BigClue Analytics: A Middleware Component for Modeling Sensor Data in IoT Systems
Dan Huru, Cătalin Leordeanu, Elena‐Simona Apostol, Mariana Mocanu, Valentin Cristea · 2018
The typology of most IoT projects requires data processing to be handled in a low latency scenario. In this article we first introduce BigClue, a middle-ware capable of collecting, processing and modeling sensor data in such a scenario. Then we present BigClue Analytics, a specialized component which is part of the middle-ware that has multiple features: data modeling, data prediction, anomaly detection and sensor correlation. While our experimental work is validated in a greenhouse environment the intention is to extend its applicability to other problem domains.