A method of performing economic analyses on cellular network including receiving a user selection of network criterion and receiving a user selection of a threshold service level corresponding to the network criterion. The method includes determining a network service projection based on a growth projection and determining an updated network architecture that satisfies the threshold service level. The method includes generating an updated network architecture report indicating changes to an infrastructure of the cellular network to satisfy the threshold service level including a network architecture map of the geographical region with visual representations of the updated network architecture. The updated network architecture includes a base station and a fixed wireless device, and the fixed wireless device is configured to provide network connection to subscriber devices associated with the cellular network.

There is provided a method for network management. Transmission of a request for performance of a management task on the network is initiated towards a second entity (20), which is configured to manage network slices of the network. The request comprises information identifying a first network slice (40) of the network and a first programming construct executable to cause the second entity (20) to identify one or more second network slices of the network that are supporting the first network slice (40) and/or one or more first network nodes (60) of the network supporting the first network slice (40). The request comprises a second programming construct executable to cause the second entity (20) to select the first network slice (40), one or more identified second network slices, and/or one or more identified first network nodes (60), on which to perform the management task.

A communication method and a system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT) is provided. The disclosure is applied to intelligent services based on the 5G communication technology and the IoT-related technology, such as a smart home, a smart building, a smart city, a smart car, a connected car, health care, digital education, a smart retail, security and safety services. A method performed by a first entity performing a network data analytics function (NWDAF) is provided. The method includes receiving, from a second entity performing network function (NF), a first message for requesting observed service experience analytics, the first message including single-network slice selection assistance information (S-NSSAI) indicating a network slice, transmitting, to a third entity performing application function (AF) associated with the S-NSSAI, a second message for requesting service data associated with the observed service experience analytics, the second message including information on at least one application, receiving, from the third entity, the service data including at least one service experience for the at least one application, identifying the observed service experience analytics based on the service data, and transmitting, to the second entity, the observed service experience analytics.

A method comprising: receiving, at a network interface, telemetry data associated with a plurality of data flows, wherein each of said plurality of data flows is associated with an instance of usage of one of a set of known applications or Internet services; segmenting each of the data flows into time windows; processing the telemetry data to calculate, for each of the data flows, a set of features associated with each of the time windows in each of the data flows, and at a training stage, training a machine learning model on a training dataset comprising the sets of features for each of the data flows, and labels indicating an identity of a particular one of the application or internet services associated with each of the data flows, to obtain a trained machine learning classifier.

Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, the managed systems may need to operate in a predetermined manner conducive to, for example, execution of applications that provide the computer implemented services. Similarly, the managed system may need access to certain hardware resources (e.g., and also software resources such as drivers, firmware, etc.) to provide the desired computer implemented services. To improve the likelihood of the computer implemented services being provided, the managed devices may be managed using a dynamic reporting model. The dynamic reporting model may facilitate reduction and increasing in computing resources used for reporting dynamically as the operation of the managed system change. The dynamic reporting model may be used to limit overhead for reporting.

A system including a processor configured togather and analyzing network activity data associated with a plurality of network service providers, gather geographic reference data that includes information about locale(s) of interest, create bins and use spatial matching to associate network performance parameters with hex bins associated with the locale(s) of interest. Generate, based at least in part on the geographic network data, a geospatial map overlay for incorporation in an interactive graphical user interface (GUI), the geospatial map overlay comprising a visual indication of one or more areas of interest and associated aggregated network performance data, and identify and deploy one or more measures to improve network performance and thus customer experiences for at least one or more of the identified locale associated with a bin.

Methods, apparatus, systems, and articles of manufacture are disclosed to provide network provider recommendations based on demographics. An example apparatus includes a network performance analyzer to determine a service performance of a first network provider based demographic information and network measurement data, the demographic information corresponding to subscribers of the first network provider, the network measurement data corresponding to services of the first network provider, and a report generator to generate a report of the service performance of the first network provider, the report including a recommendation for a demographic group to use a second network provider based on the service performance not satisfying a threshold, the second network provider different from the first network provider.

Systems and methods for detecting, e.g., that a Network Function (NF) service consumer in a core network of a cellular communications system has restarted are disclosed. In some embodiments, a method of operation of a NF service consumer in a core network of a cellular communications system comprises sending, to a NF service producer, a message comprising information related to a unit of the NF service consumer.

A mechanism is disclosed for performing network embedded real time service level objective (SLO) validation. The mechanism may be implemented by a network device including a processor configured to generate a data packet as part of a data flow, the data packet including a service level objective (SLO), the SLO indicating a network service threshold and including a key performance indicator (KPI), the KPI indicating a network service metric to be compared to the network service threshold; a transmitter coupled to the processor, the transmitter configured to transmit the data packet toward a network; and a receiver coupled to the processor, the receiver configured to receive a message, the message indicating to the network device whether a service provided by the network has met or violated the SLO.

A first aspect of the invention provides a method of fault monitoring in a utility supply network, the method comprising: receiving user queries, each user query about a performance of the network at a respective location; defining a region based on the locations specified in the received user queries; determining an estimate of a user population in the region; and according the region, based on the estimate, a priority for one or more of fault investigation and remediation.