TCEC: Temperature and Energy-Constrained Scheduling in Real-Time Multitasking Systems
Xiaoke Qin, Weixun Wang, Prabhat Mishra · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2012
The ongoing scaling of semiconductor technology is causing severe increase of on-chip power density and temperature in microprocessors. This urgently requires both power and thermal management during system design. In this paper, we propose a model checking-based technique using extended timed automata to solve the processor frequency assignment problem in a temperature and energy-constrained multitasking system. We also develop a polynomial time-approximation algorithm to address the state-space explosion problem caused by symbolic model checker. Our approximation scheme is guaranteed to not generate any false-positive answer, while it may return false-negative answer in rare cases. Our method is universally applicable since it is independent of any system and task characteristics. Experimental results demonstrate the usefulness of our approach.