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Promoting energy efficiency to a first class system design goal is animportant research challenge. Although more energy-efficient hardware can bedesigned, it is software that controls the hardware; for a given system thepotential for energy savings is likely to be much greater at the higher levelsof abstraction in the system stack. Thus the greatest savings are expected fromenergy-aware software development, which is the vision of the EU ENTRA project.This article presents the concept of energy transparency as a foundation forenergy-aware software development. We show how energy modelling of hardware iscombined with static analysis to allow the programmer to understand the energyconsumption of a program without executing it, thus enabling exploration of thedesign space taking energy into consideration. The paper concludes bysummarising the current and future challenges identified in the ENTRA project.

ENTRA: Whole-Systems Energy Transparency