| CPC G06F 16/285 (2019.01) | 18 Claims |
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1. A method of tuning data storage within a data mesh based on machine learning outputs, said method using a processor, said method comprising the steps of:
associating in a first relational database, a metadata tag with:
a classifying feature; and
a first storage instruction;
identifying an initial storage location for an incoming dataset within the data mesh, the identifying being tunable using a machine learning system, the machine learning system executing on the processor, the tunability comprising:
upon receipt of said incoming dataset by said data mesh, ascertaining whether said incoming dataset comprises said classifying feature;
upon confirmation that the incoming dataset comprises said classifying feature, using the processor to:
obtain said metadata tag and said first storage instruction from said first relational database;
annotate said incoming dataset with said metadata tag, thereby generating a tagged dataset;
store said tagged dataset in the initial storage location, according to said first storage instruction; and
associate, in a second relational database, said metadata tag with said initial storage location;
subsequently modifying the first storage instruction using the machine learning system, the modifying comprising using the machine learning system to:
identify a previously stored dataset that is possibly a closest match to the incoming dataset;
determine a degree of match between the previously stored dataset and the incoming dataset based on a set of predetermined parameters;
derive storage rules from a storage instruction corresponding to the previously stored dataset in response to determining that the degree of match is the closest match; and
generate a modified storage instruction using the storage rules, the modified storage instruction comprising an instruction to store the incoming dataset in a second storage location that differs from the initial storage location;
connecting the initial storage location to the second storage location via a data link, the data link comprising a transmitter, a receiver and a data telecommunication circuit, the data link being governed by a link protocol; and
upon generation of said modified storage instruction, transferring, via the data link, said incoming dataset from the initial storage location to the second storage location.
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