SYSTEM AND METHOD FOR OFFLOADING PREPROCESSING OF MACHINE LEARNING DATA TO REMOTE STORAGE

    公开(公告)号:US20230156083A1

    公开(公告)日:2023-05-18

    申请号:US17981077

    申请日:2022-11-04

    Applicant: Nutanix, Inc.

    CPC classification number: H04L67/1097 G06F9/45533

    Abstract: An illustrative embodiment disclosed herein is an apparatus including a processor having programmed instructions to place a first compute resource in a storage node of an object storage platform and to place a second compute resource in a compute node in a client coupled to the object storage platform via a public network. In some embodiments, unstructured data is stored in the storage node. In some embodiments, the first compute resource of the storage node preprocesses the unstructured data. In some embodiments, the preprocessed unstructured data is sent to the compute node. In some embodiments, the second compute resource trains a machine learning (ML) model using the preprocessed unstructured data.

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