 We design an intelligent system to help IoT device manufacturers to take advantage of customers' data and build a machine learning model to predict customers' requirements and possible consumption behaviours with federated learning (FL) technology.
<coherence>  We design an intelligent system to help IoT device manufacturers to take advantage of customers' data and build a machine learning model to predict customers' requirements and possible consumption behaviours with federated learning (FL) technology.
 We design an intelligent system to help IoT device manufacturers to take advantage of customers' data and build a machine learning model based on customers' data. Then, manufacturers can predict customers' requirements and possible consumption behaviours with federated learning (FL) technology.