Abstract: This disclosure describes techniques and mechanisms for enabling an end-to-end controller of a network to offload decisions about placement of network slices to the transport controller. By doing so, the transport controller can intelligently determine optimal placement based on intent (e.g., external intent of the end-to-end controller and internal intent of the transport controller), internal transport network analytics functions, SLO/SLE constraints, real-time telemetry data, and more to provide dynamic and optimal placement of network slices. That is the described techniques dynamically utilize information from within the transport domain to define the placement of network slices. Thus, placements are more accurate, thereby reducing latency and improving functioning of the network, as well as providing an improved user experience by meeting SLO/SLE constraints.

Abstract: Machine learning based methods for the analysis and reporting of suspicious email are disclosed. In one aspect, there is a method that includes displaying a user-selectable icon to report a suspicious electronic message. The method further includes receiving selections of the electronic message and the user-selectable icon. The method further includes quarantining the electronic message in response to the selections. The method further includes electronically communicating the electronic message to a processor for performing threat analysis in response to the selections. The method further includes receiving a response message in response to the performed threat analysis, the response message indicating a threat status of the electronic message.

Abstract: Machine learning based methods for the analysis and reporting of suspicious email are disclosed. In one aspect, there is a method that includes displaying a user-selectable icon to report a suspicious electronic message. The method further includes receiving selections of the electronic message and the user-selectable icon. The method further includes quarantining the electronic message in response to the selections. The method further includes electronically communicating the electronic message to a processor for performing threat analysis in response to the selections. The method further includes receiving a response message in response to the performed threat analysis, the response message indicating a threat status of the electronic message.

Abstract: A mounting assembly, particularly suitable for mounting a buoy incorporating an analysis device is disclosed, which conveniently allows a device to be deployed at a remote location from a mounting point and suspended adjacent the mounting point for maintenance.