Title :
Temperature-Aware DVFS for Hard Real-Time Applications on Multicore Processors
Author :
Hanumaiah, Vinay ; Vrudhula, Sarma
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
This paper addresses the problem of determining the feasible speeds and voltages of multicore processors with hard real-time and temperature constraints. This is an important problem, which has applications in time-critical execution of programs like audio and video encoding on application-specific embedded processors. Two problems are solved. The first is the computation of the optimal time-varying voltages and speeds of each core in a heterogeneous multicore processor, that minimize the makespan-the latest completion time of all tasks, while satisfying timing and temperature constraints. The solution to the makespan minimization problem is then extended to the problem of determining the feasible speeds and voltages that satisfy task deadlines. The methods presented in this paper also provide a theoretical basis and analytical relations between speed, voltage, power and temperature, which provide greater insight into the early-phase design of processors and are also useful for online dynamic thermal management.
Keywords :
multiprocessing systems; power aware computing; real-time systems; application-specific embedded processors; core optimal time-varying voltages; core speed; dynamic voltage and frequency scaling; hard real-time applications; heterogeneous multicore processor; makespan minimization problem; online dynamic thermal management; program time-critical execution; temperature constraints; temperature-aware DVFS; Equations; Minimization; Multicore processing; Optimization; Program processors; Temperature dependence; Voltage control; Multicore; dynamic voltage and frequency scaling; leakage dependence on temperature; makespan minimization; optimal control.; performance optimization; real-time; task deadlines; thermal management;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.2011.156