Computer-implemented systems and methods provide paginated search results from a multi-table database that stores hierarchically arranged data nodes. A query request is received that identifies one or more constraints and one or more monitoring attributes. Records of the multi-table database are filtered to create a view containing only records which meet the constraints. Monitoring attributes associated with a first n records of the view are accessed to generate an output view, where n is the number of records that may be displayed on a single page, and the output view is displayed on a user-viewable medium.