Abstract: A device may receive network congestion data associated with a network providing a network slice to a user device and that includes data identifying a number of users, an average throughput, a latency, and one or more key performance indicators associated with the network. The device may receive media data associated with the user device and may receive weather data associated with the user device. The device may process the number of users, the average throughput, the latency, and the one or more key performance indicators, with a deep learning model, to generate a congestion decision for the network. The device may selectively activate a new network slice for the user device based on the congestion decision indicating congestion in the network, or may maintain the network slice for the user device based on the congestion decision indicating no congestion in the network.

Abstract: A device may receive emergency data, traffic data, network performance data, crime data, and gunshot data associated with a geographical area and may identify a location within the geographical area based on the emergency data, the traffic data, the network performance data, the crime data, and the gunshot data. The device may determine, based on the emergency data, the traffic data, the network performance data, the crime data, and the gunshot data for the location, a risk level for the location and may identify an autonomous vehicle based on the risk level, the traffic data, and the network performance data for the location. The device may determine a route for the autonomous vehicle to the location based on the traffic data and the network performance data for the location, and may perform actions based on the autonomous vehicle and the route.

Abstract: A method, a network device, and a non-transitory computer-readable storage medium are described in relation to an per-session validation with secure connection and authentication service. The service may include the installation of a client after an end device completes a primary authentication and registration procedure with a core network. The client and an enforcement device may establish a secure and encrypted session via which packet data unit (PDU) session requests may be approved or denied based on network access polices associated with the end device. An enforcement orchestration service may configure enforcement devices and obtain encryption keys from the core network for use by the enforcement device.

Abstract: A device may receive emergency data, traffic data, network performance data, crime data, and gunshot data associated with a geographical area and may identify a location within the geographical area based on the emergency data, the traffic data, the network performance data, the crime data, and the gunshot data. The device may determine, based on the emergency data, the traffic data, the network performance data, the crime data, and the gunshot data for the location, a risk level for the location and may identify an autonomous vehicle based on the risk level, the traffic data, and the network performance data for the location. The device may determine a route for the autonomous vehicle to the location based on the traffic data and the network performance data for the location, and may perform actions based on the autonomous vehicle and the route.

Abstract: A device may download a session configuration file from a server over a network, obtain one or more parameters from within the session configuration file, download a content package based on the one or more parameters, and store the content package in a temporary folder. The device may also uncompressing the content package into a content folder in the temporary folder. The content folder includes resources that correspond to widgets in a template, wherein the content folder further includes the template, and wherein the template specifies a layout of the widgets on a page to be output to a display device.

Abstract: A device may download a session configuration file from a server over a network, obtain one or more parameters from within the session configuration file, download a content package based on the one or more parameters, and store the content package in a temporary folder. The device may also uncompressing the content package into a content folder in the temporary folder. The content folder includes resources that correspond to widgets in a template, wherein the content folder further includes the template, and wherein the template specifies a layout of the widgets on a page to be output to a display device.