In some instances, the disclosure provides a method for identifying access anomalies using network graphs. The method comprises obtaining access data for an entity, generating a network graph baseline profile based on the plurality of data elements, generating a network graph current profile based on the plurality of data elements, generating comparison data based on comparing the plurality of baseline network graphs with the one or more current network graphs and comparing the plurality of baseline nodes and the plurality of baseline edges with the plurality of current nodes and the plurality of current edges, determining, based on the comparison data, anomaly data comprising one or more flagged network accesses to the enterprise system, and providing the anomaly data indicating the flagged network accesses to an authentication system.

A social media platform provides a map-based graphical user interface (GUI) with multiple geographically anchored icons that are selectable to trigger playback of respective galleries of ephemeral messages. Each of the plurality of location-based ephemeral galleries comprises media content contributed by multiple different users. The ephemeral galleries are compiled based on geotag data associated with respective ephemeral messages submitted by multiple users to be publicly viewable via the map-based GUI. Two or more different types of galleries are represented in the map-based GUI by different, visually distinct types of gallery icon.

A social media platform provides a map-based graphical user interface (GUI) with multiple geographically anchored icons that are selectable to trigger playback of respective galleries of ephemeral messages. Each of the plurality of location-based ephemeral galleries comprises media content contributed by multiple different users. The ephemeral galleries are compiled based on geotag data associated with respective ephemeral messages submitted by multiple users to be publicly viewable via the map-based GUI. Two or more different types of galleries are represented in the map-based GUI by different, visually distinct types of gallery icon.

Methods, devices, and non-transitory computer-readable storage media for network dataset processing are provided. An initial user interface in a terminal is generated. The initial user interface is configured to access a network dataset. A network dataset selected from the at least one network dataset is used as a target network dataset in response to selecting the at least one network dataset. A target virtual private network (VPN) node corresponding to the target network dataset is determined in response to an access operation on the target network dataset. An accelerated access channel between the terminal and the target network dataset is established through the target VPN node. The initial user interface is switched to an accelerated user interface. The network data processing information is displayed on the accelerated user interface. The network data processing information indicates that the accelerated access channel is used for accessing the target network dataset.

Methods, devices, and non-transitory computer-readable storage media for network dataset processing are provided. An initial user interface in a terminal is generated. The initial user interface is configured to access a network dataset. A network dataset selected from the at least one network dataset is used as a target network dataset in response to selecting the at least one network dataset. A target virtual private network (VPN) node corresponding to the target network dataset is determined in response to an access operation on the target network dataset. An accelerated access channel between the terminal and the target network dataset is established through the target VPN node. The initial user interface is switched to an accelerated user interface. The network data processing information is displayed on the accelerated user interface. The network data processing information indicates that the accelerated access channel is used for accessing the target network dataset.

A method of displaying a communication state, the method comprising: obtaining, from a storage device, specification information and history information, the specification information being information indicating a specification of a communication performed in response to an occurrence of an event, the history information being information indicating a history of the communication performed in response to the occurrence of the event; identifying, from the specification information, first specification information corresponding to the communication performed at a relative time point separated from a start point set at an occurrence time point of the event; identifying, out of the history information, first history information corresponding to the communication performed at the relative time point; and outputting, to an output device, first correspondence information in which information indicating the communication corresponding to the first specification information and information on the communication corresponding to the first history information are associated with each other.

Techniques are described by which a network management system (NMS) is configured to generate and monitor an RSSI-based proximity zone for a wireless network using a user interface (UI). The NMS may generate a UI comprising UI elements representing access point (AP) devices configured to provide a wireless network at a site; receive, at the user interface, an indication of a user input selecting one or more UI elements representing selected AP devices; establish a proximity zone for each of the selected AP devices based on an RSSI threshold value; receive network data comprising proximity information of a client device relative to the selected AP devices; generate, based on proximity assessments using the proximity information and the RSSI threshold value of the proximity zone, one or more proximity events indicating the client device relation to the proximity zone; and invoke, based on the proximity events, one or more actions.

In one embodiment, a method comprises: obtaining, by a process, path trace data collected by a plurality of performance monitoring agents across a computer network; obtaining, by the process, one or more catalogs having application-based correlation information for the path trace data; generating, by the process, network mapping directed graphs by correlating the path trace data using the one or more catalogs, the network mapping directed graphs logically comprising nodes categorized at a plurality of levels of aggregation and edges connecting the nodes; associating, by the process, test-based performance data with the edges of the network mapping directed graphs; and providing, by the process, at least one Sankey diagram based on the network mapping directed graphs and test-based performance data associated with their edges for selectable display by a user interface.

A method includes partitioning a set of configuration management (CM) data for one or more cellular network devices into multiple distinct time intervals, each time interval associated with a distinct set of CM settings at the one or more cellular network devices, the CM data comprising multiple CM parameters. The method also includes determining a regression model based on the set of CM data. The method also includes applying the regression model to compute a distinct set of scores and compare the set of scores to estimate whether a performance of the one or more cellular network devices has changed during a second time interval relative to a first time interval.

A test device for performing a bling scan includes a digital blind scan circuit. The blind scan circuit includes digital detectors for multiple cellular technologies that simultaneously perform correlation in a baseband frequency range to detect whether received RF signals include a channel of the technologies. The test device launches, responsive to detecting a channel from the blind scan, a signal analysis or a spectrum analysis application for the channel according to a carrier frequency and a technology identified for the channel by the blind scan.