In a relational database system, data is logically represented as a single table, but physically stored as a plurality of overlapping partitions. In some embodiments, the table is created by an instruction defining the table's structure and specifying a plurality of partitions in which to store duplicate copies of some data and in some embodiments, the table is accessed without referencing the overlapping partitions.