Disclosed herein are systems, methods, and computer-readable media for dynamically managing data-centric searches. The method includes identifying an event related to domain-specific searches to a database, identifying data at a first memory location in the database, duplicating the data to a new memory location, and distributing processing more domain-specific searches amongst an expanded search space including the new memory location and the first memory location. The expanded search space can be reduced or collapsed in response to a reduction event by removing duplicate data from the first memory location or the new memory location and adjusting the distribution of processing amongst the remaining memory location. The method can optionally include organizing multiple events by network segment, identifying a network segment associated with domain-specific searches, and duplicating the data to a new memory location in close proximity to the identified network segment.