The present disclosure is directed to a method and system for removing rows from directory tables. In accordance with a particular embodiment of the present disclosure, an image copy of at least a portion of a database directory table is created. A plurality of candidate rows to delete from the directory table is identified by comparing each row of the portion of the database directory table against one or more deletion criteria. An updated image copy is established by deleting the plurality of candidate rows from the image copy.