| CPC G06F 16/254 (2019.01) [G06N 20/00 (2019.01); H04L 41/16 (2013.01)] | 20 Claims |
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1. A system for automatically estimating computing resources for auto-discovery, the system comprising:
a memory; and
a processor in communication with the memory, the processor being configured to perform operations comprising:
initiating metadata discovery;
identifying an asset category and asset count associated with one or more assets related to the metadata;
training a machine learning model using information related to estimated resources, as provided by a resource estimator and/or through a machine learning data repository, to provide an estimate of required resources for importing the one or more assets;
incorporating the trained machine learning model in the system;
estimating an amount of time and resources required for importing the one or more assets using the trained machine learning model, prior to a performance of one or more import operations;
determining whether the one or more assets can be imported to a select device based on calculated available resources on the select device and the estimated amount of time and resources required for the importing of the one or more assets;
determining whether the one or more import operations were successful; and
terminating the one or more import operations upon the determination that the one or more import operations were successful.
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