1. A computer-implemented method, comprising: under control of a producing application, generating a partitioned data set; generating a descriptor that describes the partitioned data set; and registering the descriptor in a registry; and under control of a consuming application, accessing the registry to obtain the descriptor of the partitioned data set; and using the descriptor to determine how to process the partitioned data set.