Local Area Network System with Machine Learning-Based Task Offload Feature

    公开(公告)号:US20250138888A1

    公开(公告)日:2025-05-01

    申请号:US18496459

    申请日:2023-10-27

    Applicant: Roku, Inc.

    Abstract: In one aspect, disclosed in a method for use in connection with a local area network (LAN) system comprising a group of multiple devices that includes a first device and a separate set of devices. The method includes: the first device determining that a machine learning (ML)-based task is to be performed; the first device broadcasting to the separate set of devices, a ML-based task request for the ML-based task, (i) wherein the separate set of devices are configured to perform an arbitration process to select a second device, and (ii) wherein the second device is configured to perform the ML-based task in accordance with the ML-based task request, thereby generating ML-based task output, and to transmit the generated ML-based task output to the first device; and the first device receiving the generated output from the second device and using the received output to facilitate performing one or more operations.

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