Processor error detection can be reduced in cost significantly by exploiting the parallelism that exists in a repeated copy of an execution, which may not exist in the original code, to split up the redundant work on a large number of small, highly efficient cores. However, such schemes don't provide a method for automatic error recovery.

We develop ParaMedic, an architecture to allow efficient automatic correction of errors detected in a system by using parallel heterogeneous cores, to provide a full fail-safe system that does not propagate errors to other systems, and can recover without manual intervention. This uses logging to roll back any computation that occurred after a detected error, along with a set of techniques to provide error-checking parallelism while still preventing the escape of incorrect processor values in multicore environments, where ordering of individual processors' logs is not enough to be able to roll back execution. Across a set of single and multi-threaded benchmarks, we achieve 3.1% and 1.5% overhead respectively, compared with 1.9% and 1% for error detection alone.