Dynamic auto-routing and load balancing for communication systems

    公开(公告)号:US11792108B2

    公开(公告)日:2023-10-17

    申请号:US17245710

    申请日:2021-04-30

    发明人: Asim Kumar Ghosh

    摘要: A system that includes a data source, a plurality of network devices, a routing device, and a network analysis device. The network analysis device is configured to obtain metric information that is associated with a plurality of messages and to input the metric information into a first machine learning model that outputs a traffic volume classification based on the metric information. The network analysis device is further configured to obtain bandwidth information that is associated with the plurality of network devices and to input the bandwidth information and the traffic volume classification into a second machine learning model that outputs routing recommendations based on the bandwidth information and the traffic volume classification. The network analysis device is further configured to generate routing instructions based on the routing recommendations and to reconfigure the routing device based on the routing instructions.

    Optimal Control of Network Traffic Visibility Resources and Distributed Traffic Processing Resource Control System

    公开(公告)号:US20230300074A1

    公开(公告)日:2023-09-21

    申请号:US18322359

    申请日:2023-05-23

    申请人: Gigamon Inc.

    摘要: A method of optimizing network traffic visibility resources comprises receiving, by a controller associated with a network traffic visibility system, information indicative of operation of the network traffic visibility system. The method further comprises facilitating, by the controller, control of resources in the network traffic visibility system, according to a configured resource control policy. The facilitating can include providing, by the controller, control signaling to cause maximization of network traffic monitoring fidelity for a plurality of Quality of Service (QoS) classes of network traffic, based on a specified fixed amount of one or more network resources associated with the network traffic visibility system. Alternatively or additionally, the facilitating can include providing, by the controller, control signaling to cause minimization of use of the one or more network resources, based on a specified fixed level of traffic monitoring fidelity associated with the plurality of QoS classes.

    Synchronized multi-channel access system

    公开(公告)号:US11750241B2

    公开(公告)日:2023-09-05

    申请号:US17395904

    申请日:2021-08-06

    发明人: Zong Wu

    摘要: Systems and methods are provided for synchronizing multiple channels in an access network, where the multiple channels are neighboring channels such that a guard band between them or use of a diplexer to prevent inter-channel interference is not required. Synchronization is achieved by defining channel MAP (media access plan) cycle structures such that all channels work in the same direction (upstream US or downstream DS) at any given time. Moreover, the network controller of channel may send out a beacon to allow new nodes to join. A long MAP cycle (402) may be followed by three consecutive regular MAP cycles (404, 406), and (408). These MAP cycles are repeated between beacon transmissions. Synchronization allows multiple channels to be configured contiguous (without a guard band between neighbouring channels) and without utilizing diplexers. A plurality of customer premises equipment may operate on each of the communications channels.