The advances in cloud computing and internet of things (IoT) have provided a promising opportunity to resolve the challenges caused by the increasing transportation issues. We present a novel multilayered vehicular data cloud platform by using cloud computing and IoT technologies. Two innovative vehicular data cloud services, an intelligent parking cloud service and a vehicular data mining cloud service, for vehicle warranty analysis in the IoT environment are also presented. Two modified data mining models for the vehicular data mining cloud service, a Nai¨ve Bayes model and a Logistic Regression model, are presented in detail.
Vehicular Cloud: In the Vehicle Cloud, the leading applications are safe driving, urban sensing, content distribution, mobile advertising and intelligent transportation. For example, vehicles pick up information via sensors (e.g., congestion, pavement conditions, surrounding cars, environment video clips, advertisements, etc.).
|