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This article discusses the challenges and demands in intelligent transportation monitoring and surveillance and how cutting-edge technologies like AI, deep learning, edge computing, and cloud-based video surveillance are revolutionizing the industry. It also highlights the features and capabilities of the Portwell WEBS-89, a ruggedized industrial computer designed to support the robust monitoring and surveillance needs of smart and connected transportation networks.