Title :
Temperature-Aware Scheduling and Assignment for Hard Real-Time Applications on MPSoCs
Author :
Chantem, Thidapat ; Hu, X. Sharon ; Dick, Robert P.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Notre Dame, Notre Dame, IN, USA
Abstract :
Increasing integrated circuit (IC) power densities and temperatures may hamper multiprocessor system-on-chip (MPSoC) use in hard real-time systems. This paper formalizes the temperature-aware real-time MPSoC assignment and scheduling problem and presents an optimal phased steady-state mixed integer linear programming-based solution that considers the impact of scheduling and assignment decisions on MPSoC thermal profiles to directly minimize the chip peak temperature. We also introduce a flexible heuristic framework for task assignment and scheduling that permits system designers to trade off accuracy for running time when solving large problem instances. Finally, for task sets with sufficient slack, we show that inserting idle times between task executions can further reduce the peak temperature of the MPSoC quite significantly.
Keywords :
integrated circuit design; linear programming; multiprocessing systems; power aware computing; processor scheduling; real-time systems; system-on-chip; MPSoCs; chip peak temperature; hard real-time systems; integrated circuit power densities; steady-state mixed integer linear programming; temperature-aware scheduling; thermal profiles; Heating; Magnetic cores; Minimization; Power demand; Program processors; Real time systems; Thermal analysis; Hard real-time systems; multiprocessor-system-on-chips (MPSoCs); scheduling and assignment; temperature-aware system-level design;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2010.2058873