Multi-Objective region-Aware optimization of parallel programs

•A region-aware multi-objective auto-tuner.•Automatic region identification and tuning with a compiler-runtime system.•Evaluation of several global and region-aware auto-tuning strategies.•Thorough analysis of how Pareto optimal program configurations affect regions.•A study of the computed trade-off in terms of the three considered criteria.