When an application or user refers to a cataloged data set or creates a data set that is to be cataloged, the configuration of catalogs must be searched to find the appropriate catalog. The catalog is chosen according to a search order determined by the aliases defined for the catalogs, the names of the catalogs, and the multilevel alias search level.