Abstract: A device to convert data from a first format to a second format includes a conversion module and a synchronization module. The conversion module converts first production data from the first format to the second format. The synchronization module incrementally loads second production data to the first production data to generate finalized production data. The finalized production data is in the second format.

Abstract: Systems, methods and apparatus are disclosed to identify network maintenance zones. An example system disclosed herein includes a network map database to receive and store location information of a network element. The example system further includes a repair database to receive and store repair data of the network element; and a network forecaster in communication with the repair database to identify network element rehabilitation zones based on the repair data.