CPC H03M 7/3059 (2013.01) [G06F 18/23213 (2023.01); G06N 3/02 (2013.01); H03M 7/6005 (2013.01); H03M 7/6011 (2013.01); H04L 67/10 (2013.01)] | 18 Claims |
1. An information handling system, comprising:
an edge device, communicatively coupled to a cloud computing resource, wherein the edge device is configured to perform edge operations including:
responsive to receiving, from an internet of things (IoT) unit, a numeric value for a parameter of interest, determining a compressed encoding for the numeric value in accordance with a lossy compression algorithm;
transmitting the compressed encoding of the numeric value to the cloud computing resource; and
a decoder, communicatively coupled to the encoder, configured to perform cloud operations including:
responsive to receiving the compressed encoding, generating a surrogate for the numeric value in accordance with a probability distribution applicable to the parameter of interest; and
providing the estimate of the numeric value as training date for an artificial intelligence engine of the cloud computing resource.
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