Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems

Understand

With the incoming introduction of 5G networks and the advancement in technologies, such as Network Function Virtualization and Software Defined Networking, new and emerging networking technologies and use cases are taking shape.

• One such technology is the Internet of Vehicles (IoV), which describes an interconnected system of vehicles and infrastructure.
• Coupled with recent developments in artificial intelligence and machine learning, the IoV is transformed into an Intelligent Transportation System (ITS).
• There are, however, several operational considerations that hinder the adoption of ITS systems, including scalability, high availability, and data privacy.