Finding memory problems in code can be a difficult task but there are tools available on the National Facility machines to make it possible. Memory errors can arise in many ways such as referencing arrays out of their declared bounds, failing to allocate dynamic arrays, attempting to free memory that cannot be freed or memory leaks leading to an increase in the memory requirements of the running program.