Green Configuration: Can Artificial Intelligence Help Reduce Energy Consumption of Configurable Software Systems?

Reducing energy consumption of IT systems is fundamentally important for saving cost and reducing CO2 emissions. We explain the limits of pure artificial intelligence/machine learning (ML) methods when focusing on the source code and outline a conceptual framework for combining software engineering methods and ML to build white-box energy models.