| CPC G06F 21/6218 (2013.01) [G06F 16/906 (2019.01)] | 20 Claims |
|
1. A method for dynamic data swapping in a categorized data mesh, the method comprising:
receiving raw data at a node, the raw data comprising one or more datasets;
classifying the raw data at a data classification engine, the data classification engine executing an artificial intelligence (“AI”) model, the classifying comprising;
separating the raw data into the one or more datasets;
determining a data categorization for each dataset, the data categorization corresponding to a domain; and
assigning to each of the one or more datasets:
an access level corresponding to a level of obtainability of the data;
a control setting corresponding to a rating of manageability of the data; and
a data value corresponding to a ranking of usefulness of the data;
computing a data grade for each of the one or more datasets, the computing based on a combination of the assigned access level, the control setting, and the data value;
assigning the computed data grade to each of the datasets;
tagging each dataset with a security clearance level;
storing each dataset at a location in a data mesh that corresponds to:
the determined data categorization;
the assigned data grade; and
the tagged security clearance level;
determining a resource consumption metric (“RCM”) for each of the datasets based at least in part on the data grade and security level; and
storing the determined RCM and tagged security level in a metadata associated with each dataset.
|