Abstract: A wireless telecommunication network is configured to provide enhanced subscriber messaging to subscriber devices related to predicted changes to network service access. Network service changes are predicted based on events that are published in a network event queue, with certain events indicating a failure of a subscriber to meet service subscription requirements. A notification subsystem of the wireless telecommunication network, in response to detecting the certain events, causes notifications to be displayed on multiple subscriber devices of the subscriber. The display of notifications on subscriber devices is remotely controlled by the notification subsystem. For example, the notifications are persistently displayed irrespective of user input until a specific command to dismiss the notifications is transmitted by the notification subsystem. The notifications can also be dynamically escalated based on proximity to the predicted network service change.

Abstract: Operation and management of a wireless telecommunication network is improved via reducing and preventing service condition faults by subscribers. Service condition faults occur when a subscriber fails to satisfy service conditions or requirements for receiving network services provided by the wireless telecommunication network. Service conditions faults can be intelligently reduced or prevented based on adjusting network service parameters or configurations for a subscriber in a manner that reduces a magnitude and/or volume of service conditions for the subscriber. A wireless telecommunication network implements a machine learning (ML) model that uses subscriber-specific data to classify a recurrence likelihood of the subscriber and a service condition fault, and based on the classification, select modified network service parameters or configurations to implement specifically for the subscriber.

Abstract: Operation and management of a wireless telecommunication network is improved via reducing and preventing service condition faults by subscribers. Service condition faults occur when a subscriber fails to satisfy service conditions or requirements for receiving network services provided by the wireless telecommunication network. Service conditions faults can be intelligently reduced or prevented based on adjusting network service parameters or configurations for a subscriber in a manner that reduces a magnitude and/or volume of service conditions for the subscriber. A wireless telecommunication network implements a machine learning (ML) model that uses subscriber-specific data to classify a recurrence likelihood of the subscriber and a service condition fault, and based on the classification, select modified network service parameters or configurations to implement specifically for the subscriber.

Abstract: A wireless telecommunication network is configured to scale and transition usage limits of network services for subscriber devices connected thereto. For an intermediate time period following a subscriber failing to satisfy a service condition related to the network services, the wireless telecommunication network partially limits an Internet Protocol (IP) network connectivity service for subscriber devices associated with the subscriber using a firewall. In particular, the wireless telecommunication network configures the firewall to redirect Domain Name System (DNS) queries from the subscriber devices to whitelisted webpages of a quarantine IP domain. The whitelisted webpages are configured to enable users of the subscriber devices to resolve the subscriber's failure to satisfy the service condition.

Abstract: A wireless telecommunication network is configured to provide enhanced subscriber messaging to subscriber devices related to predicted changes to network service access. Network service changes are predicted based on events that are published in a network event queue, with certain events indicating a failure of a subscriber to meet service subscription requirements. A notification subsystem of the wireless telecommunication network, in response to detecting the certain events, causes notifications to be displayed on multiple subscriber devices of the subscriber. The display of notifications on subscriber devices is remotely controlled by the notification subsystem. For example, the notifications are persistently displayed irrespective of user input until a specific command to dismiss the notifications is transmitted by the notification subsystem. The notifications can also be dynamically escalated based on proximity to the predicted network service change.