A method in a distributed storage (DS) unit begins by the unit receiving one or more data slices to store. The method continues by determining a memory utilization method for the one or more data slices. The method continues when a multiple memory utilization method is determined. The method continues by determining a data slice distribution method. The method continues by storing a plurality of the one or more data slices in the multiple memories using the data slice distribution method and updating a virtual address to physical location table to reflect the storing.