Systems and methods for modeling computer resource metrics

A system, comprising:

• one or more hardware processors;
• and
• one or more memory units storing instructions executable by the one or more hardware processors to perform acts comprising:
• generating statistical models indicative of relationships between aggregated interaction data for a plurality of interaction types and aggregated resource utilization data for a plurality of devices respectively mapped to the interaction types, the interaction types comprising a first interaction type and a second interaction type different from the first interaction type, the statistical models comprising a first model and a second model;
• for each model of the statistical models, scoring the model for one or more interaction types based on respective levels of the relationships (i) indicated by the model and (ii) related to resource type usages of the one or more interaction types;
• causing, based on the selected subset of the statistical models and the scoring of the statistical models, remapping of the devices to the interaction types such that:
• (i) the first model is used to remap one or more first devices to the first interaction type based on the first model indicating a strong relationship between the first interaction type and a first resource type;
• and
• (ii) the second model is used to remap one or more second devices to the second interaction type based on the second model indicating a strong relationship between the first interaction type and a second resource type different from the first resource type.

One or more non-transitory computer-readable media storing instructions that, when executed by one or more hardware processors, perform operations comprising:

• generating statistical models indicative of relationships between aggregated interaction data for a plurality of interaction types and aggregated resource utilization data for a plurality of devices respectively mapped to the interaction types, the interaction types comprising a first interaction type and a second interaction type different from the first interaction type, the statistical models comprising a first model and a second model;
• for each model of the statistical models, scoring the model for one or more interaction types based on respective levels of the relationships (i) indicated by the model and (ii) related to resource type usages of the one or more interaction types;
• and
• causing, based on the scoring of the statistical models, remapping of one or more devices of the devices to one or more the interaction types such that:
• (i) the first model is used to remap one or more first devices to the first interaction type based on the first model indicating a strong relationship between the first interaction type and a first resource type;
• and
• (ii) the second model is used to remap one or more second devices to the second interaction type based on the second model indicating a strong relationship between the first interaction type and a second resource type different from the first resource type.