Multi-processor systems and methods are disclosed. One embodiment may comprise a multi-processor system comprising a processor having a processor pipeline that executes program instructions with data from a speculative fill that is provided in response to a source request, and a backup system that retains information associated with a previous processor execution state corresponding to an instruction associated with the speculative fill. The backup system may initiate a backup of the processor pipeline to the previous processor execution state if the speculative fill is determined to be non-coherent, and the processor pipeline may continue execution of program instructions if the speculative fill is determined to be coherent.