| CPC H04L 41/16 (2013.01) [H04L 41/145 (2013.01)] | 18 Claims |

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1. A method, comprising:
receiving, at a first edge compute site of a telecommunications network, raw data from a first device over a first access network;
determining, by the first edge compute site, that the raw data needs to be modified for consumption by a first model;
modifying the raw data to generate modified data, wherein modifying the raw data to generate the modified data comprises generating first modified data by extracting a first set of feature pairs from the raw data for use in the first model;
modifying the first model using the modified data to generate a modified first model;
sending the modified first model to at least one device connected to the first edge compute site;
using the modified first model to automatically affect operation of at least one of the first edge compute site or the at least one device; and
using the first modified data to modify the first model at the first edge compute site.
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