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Developing Vehicular Data Cloud Services in the IoT Environment
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DOI：10.1109/TII.2014.2299233.png)
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摘要
En 中文
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 Naive Bayes model and a Logistic Regression model, are presented in detail. Challenges and directions for future work are also provided.
Keyword:
Automobile service
cloud computing
internet of things (IoT)
intelligent transportation systems (ITSs)
service-oriented architecture (SOA)
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