4) redundancy, validation, and credit purposes: correct results, correct credit no redundancy (still can validate) may bound credit redundancy exact match exact computation sixtrack example: compiler, compiler options (disable DP hardware), numerical libraries homogeneous redundancy exact checkpointing fuzzy matching