A processor and an associated method and data processing system are disclosed. The processor includes an issue unit (ISU), a completion unit, and a hang detect unit. The ISU is configured to issue instructions to an execution unit. The completion unit is adapted to produce a completion valid signal responsive to the issue unit completing an instruction. The hang detect unit is configured to receive the completion valid signal from the ISU and adapted to determine the interval since the most recent assertion of the completion valid signal. The hang detect unit is adapted to initiate a hang recovery sequence upon determining that the interval since the most recent assertion of the completion valid signal exceeds a predetermined maximum interval. In one embodiment, the hang recovery sequence includes the hang recovery unit asserting a stop completion signal to a completion unit and a stop dispatch signal to a dispatch unit to suspend instruction completion and dispatch. The hang recovery unit then asserts a force reject signal to an execution unit to reject all instructions pending in the execution unit's pipeline and a flush signal to the execution unit that results in the processor flushing a set of instructions. The hang recovery unit then negates the force reject, stop completion, and stop dispatch signals to resume processor operation. In one embodiment, the recovery sequence includes entering a relaxed execution mode, such as a debug mode, a serial operation mode, or an in-order mode prior to resuming processor operation. In one embodiment, the processor advances a completion tag upon completing an instruction. In this manner the completion tag indicates the instruction that is next to complete. In one embodiment, the hang recovery sequence includes flushing the processor of an instruction set comprising all instructions with tag information greater than the completion tag. In another embodiment, all instructions with tag information greater than or equal to the completion tag are flushed.