Computation module configured to estimate resource for target point from known resources of dots near the target point

A non-transitory computer-readable storage medium having stored thereon instructions which, when executed by one or more processors, result in operations being performed, the operations including:

• identifying a domain;
• selecting a plurality of dots within the domain, in which each dot of the plurality of dots represents a point spatially within the domain, independent of whether a network device exists at the point spatially within the domain;
• accessing digital rules regarding computing resources for the domain;
• for each dot of the plurality of dots, producing a respective resource based on the digital rules;
• cataloging the domain by at least generating a map of dots located spatially within the domain based on respective positions of each dot of the plurality of dots relative to each other within the domain;
• performing either removing dots and respective resources from the map or adding additional dots and respective resources to the map resulting in a non-uniform spatial density of dots on the map;
• transmitting cataloged data of the cataloged domain to a computer system of the client entity, enabling the computer system of the client entity to produce a local estimate of a resource for a dataset that represents a relationship instance of the client entity with another entity by the transmitting of the cataloged data of the cataloged domain to the computer system of the client entity;
• enabling, a least partially via the transmitting, the computer system of the client entity to receive the cataloged data of the cataloged domain;
• enabling, a least partially via the transmitting, the computer system of the client entity to identify a target point from the dataset;
• enabling, a least partially via the transmitting, the computer system of the client entity to confirm the target point is in the cataloged domain;
• enabling, a least partially via the transmitting, the computer system of the client entity to, in response to the confirming the target point is in the cataloged domain, discover a closest one or more dots to the target point based on the cataloged data;
• enabling, a least partially via the transmitting, the computer system of the client entity to estimate a statistic for a resource for the target point based on the respective computed resource values of the closest one or more dots;
• enabling, a least partially via the transmitting, the computer system of the client entity to store the estimated statistic in a memory;
• enabling, a least partially via the transmitting, the computer system of the client entity to produce the local estimate based on the estimated statistic;
• and
• enabling, a least partially via the transmitting, the computer system of the client entity to output the local estimate to a local output device in conjunction with the dataset.