In some examples, with respect to pool partner based replication, a first pool may be generated for a first storage array and may include a first volume of data stored in a storage space of the first storage array. A second pool may be generated for a second storage array and may include a second volume to receive data replicated from the first volume. Based on the generation of the second pool, first and second pool partners respectively representing end points for communication with the first and second pools may be generated. A volume collection may be generated and may include identifications of the first pool partner and the second pool partner, and a first volume identification of the first volume. Based on the volume collection, replication of the first volume may be performed from the first pool to the second volume of the second pool.