MACHINE LEARNING TECHNIQUES FOR SELECTING PATHS IN MULTI-VENDOR RECONFIGURABLE OPTICAL ADD/DROP MULTIPLEXER NETWORKS

    公开(公告)号:US20210306086A1

    公开(公告)日:2021-09-30

    申请号:US17347383

    申请日:2021-06-14

    Abstract: Devices, computer-readable media and methods are disclosed for selecting paths in reconfigurable optical add/drop multiplexer (ROADM) networks using machine learning. In one example, a method includes defining a feature set for a proposed path through a wavelength division multiplexing network, wherein the proposed path traverses at least one link in the network, and wherein the at least one link connects a pair of reconfigurable optical add/drop multiplexers, predicting an optical performance of the proposed path, wherein the predicting employs a machine learning model that takes the feature set as an input and outputs a metric that quantifies predicted optical performance, and determining whether to deploy a new wavelength on the proposed path based on the predicted optical performance of the proposed path.

    Network switch and optical transponder connectivity verification for wavelength division multiplexing network

    公开(公告)号:US11012174B2

    公开(公告)日:2021-05-18

    申请号:US16834352

    申请日:2020-03-30

    Abstract: Devices, computer-readable media and methods are disclosed for verifying that an optical transmit/receive device is correctly installed. For example, a processing system including at least one processor may activate a first light source of an optical transmit/receive device of a telecommunication network and detect a receiving of a light from the first light source at a port of an optical add/drop multiplexer of the telecommunication network. The processing system may then verify the optical transmit/receive device and the port of the optical add/drop multiplexer match a network provisioning order, when the receiving of the light from the first light source is detected, and may generate an indication that the optical transmit/receive device is correctly installed, when the optical transmit/receive device and the port of the optical add/drop multiplexer match the network provisioning order.

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