CONSTRUCTING PROCESSING PIPELINE AT EDGE COMPUTING DEVICE

    公开(公告)号:US20230230351A1

    公开(公告)日:2023-07-20

    申请号:US17576783

    申请日:2022-01-14

    CPC classification number: G06V10/764 G06T7/97 G06T2207/10032 G06T2207/20081

    Abstract: A computing system including an edge computing device. The edge computing device may include an edge device processor configured to receive edge device contextual data including computing resource availability data. Based at least in part on the edge device contextual data, the edge device processor may select a processing stage machine learning model of a plurality of processing stage machine learning models and construct a runtime processing pipeline of one or more runtime processing stages including the processing stage machine learning model. The edge device processor may receive a runtime input, and, at the runtime processing pipeline, generate a runtime output based at least in part on the runtime input. The edge device processor may generate runtime pipeline metadata that indicates the one or more runtime processing stages included in the runtime processing pipeline. The edge device processor may output the runtime output and the runtime pipeline metadata.

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