1. A system for optimizing processing of location-based requests, the system comprising: at least one processor operatively connected to a memory, wherein the system further comprises: a hash component configured to generate a single dimension hash value from multi-dimension location inputs; an access component configured to access a given location for a point of interest and a distance threshold, wherein the given location and the distance threshold define a search area; an identification component configured to identify which locations associated with data in a database are within a distance from the point of interest, wherein the identification component is further configured to generate an identification boundary from a hash value of the given location, and wherein the identification component is further configured to identify locations within the distance from the point of interest based on the generated identification boundary.