Adaptive ambient services are provided. In some embodiments, an adaptive ambient service includes providing an ambient service profile. In some embodiments, an ambient service includes implementing an ambient service profile for assisting control of the communications device use of an ambient service on a wireless network, in which the ambient service profile includes a plurality of service policy settings, and in which the ambient service profile is associated with an ambient service plan that provides for initial access to the ambient service with limited service capabilities prior to activation of a new service plan; monitoring use of the ambient service based on the ambient service profile; and adapting the ambient service profile based on the monitored use of the ambient service.

Systems and methods for responding to latency in connected vehicles. Vehicles operating on or near the edge of networks are identified. Vehicle dependent nodes are identified. Latency is calculated between the vehicle and the dependent nodes. The latency is compared to one or more threshold values and a response is determined and/or executed.

A method for distributing data process according to technical resource capacity availability and constraints across a network is disclosed. The method includes receiving, at a database, a feed request for processing by a computing resource, among a network of computing resources that are geographically dispersed. Further, the method includes identifying, among the network of computing resources, a computing resource for processing the feed request based on the at least one attribute and processing capacity of the computing resources, and assigning the feed request for processing to the identified computing resource in real-time and without predetermined assignment to process increase in data volume by leveraging remotely located and/or underutilized computing resources.

A method performed by one or more network nodes of a wireless telecommunications network to schedule intermittent connectivity of multiple narrowband Internet-of-Things (NB-IoT) devices with the network. The network node(s) can maintain a connectivity schedule that includes profiles for NB-IoT devices and cause the multiple NB-IoT devices to connect to the network in accordance with the schedule at different times based on priority levels associated with the NB-IoT devices. The network node(s) can adjust the connectivity schedule in response to detection of a condition of the network or the NB-IoT device.

There is disclosed in one example an application-specific integrated circuit (ASIC), including: an artificial intelligence (AI) circuit; and circuitry to: identify a flow, the flow including traffic diverted from a core cloud service of a network to be serviced by an edge node closer to an edge of the network than to the core of the network; receive telemetry related to the flow, the telemetry including fine-grained and flow-level network monitoring data for the flow; operate the AI circuit to predict, from the telemetry, a future service-level demand for the edge node; and cause a service parameter of the edge node to be tuned according to the prediction.

A method for managing data transmission comprising making a bandwidth on a network resource available to at least one requestor for transmitting or receiving data according to a first request of a first type, the first type have a prescribed quality of service guarantee; transmitting first data in accordance with the first type to or from the at least one requestor on the network resource using a first portion of the bandwidth, if the first data are available to be transferred to or from the at least one requestor; transmitting second data according to a second request of a second type on the network resource to or from the at least one requestor or a second requestor, the second data transmitted without a quality of service guarantee using a second portion of the bandwidth, if the first portion of the prescribed bandwidth is less than the entire bandwidth.

Device Assisted Services (DAS) for protecting network capacity is provided. In some embodiments, DAS for protecting network capacity includes monitoring a network service usage activity of the communications device in network communication; classifying the network service usage activity for differential network access control for protecting network capacity; and associating the network service usage activity with a network service usage control policy based on a classification of the network service usage activity to facilitate differential network access control for protecting network capacity.

This application discloses a resource configuration method and an apparatus. The method includes: obtaining, by a terminal device, configuration information, where the configuration information includes at least one piece of the following information: random access resource configuration information and downlink signal parameter information; and accessing, by the terminal device, a network device based on the configuration information. A corresponding apparatus is also disclosed.

A method for performing traffic control on user equipment accessing a wireless access point includes: determining identity type information of user equipment, the user equipment being connected to a shared wireless access point provided by a wireless routing device; and preferentially scheduling traffic of the user equipment if the identity type information of the user equipment indicates that the user equipment is a preferred device, the preferred device including an owner's device of a provider of the wireless routing device.

Systems and methods for allocating resources. The system includes a communications module, a processor, and a memory. The memory stores a data record and instructions that, when executed, configure the processor to obtain a data record and transmit an existing score indication corresponding to the data record for display at the client device; receive a first time parameter and an action indicator associated with a shared resource and, in response, determine a first provisional score corresponding to the data record based on the existing score indication, the action indicator, and the first time parameter to provide a first provisional score indication; transmit the first provisional score indication and a selectable option associated with the action indicator for display at the client device while the first provisional score indication is displayed; and in response to receiving a resource transfer instruction, allocate the shared resource associated with the action indicator.