HomeIoTAnalytics

IoT data analytics platform to process and analyze in real-time data coming from IoT devices across smart homes.

What this platform provides are:

About Project

Thanks to the recent advances in IoT technologies, there is continuous flow of data from various devices and sensors across homes. This data is currently collected in the cloud, and by analyzing this data, a variety of new services will be created.

The aim is to design and implement a tool to process and analyze in real-time (on-line) data streams coming from devices and appliances across smart homes. In real life, several thousands of IoT enabled home appliances are connected to a centralized computing facility and these devices send streams of data at different speeds and intervals. The incoming data is processed on-line not in batch, though it could be stored for further use. For Arçelik which is one of the leading home appliance manufacturing companies in Europe and in the world, it is essential to apply data analytics for the stream data originating from home appliances for several tasks such as finding anomalies, detecting concept drifts and for creating new services.