TY - GEN
T1 - Reliability-aware thermal management for hard real-time applications on multi-core processors
AU - Hanumaiah, Vinay
AU - Vrudhula, Sarma
PY - 2011/5/31
Y1 - 2011/5/31
N2 - Advances in chip-multiprocessor processing capabilities have led to an increased power consumption and temperature hotspots. Reducing the on-die peak temperature is important from the power reduction and reliability considerations. However, the presence of task deadlines constrain the reduction of peak temperature and thus complicates the determination of optimal speeds for minimizing the peak temperature. We formulate the determination of optimal speeds for minimizing the peak temperature of execution with task deadlines as a quasiconvex optimization problem. This formulation includes accurate power and thermal models with the leakage power dependency on temperature. Experiments demonstrate that our approach is very flexible in adapting to various scenarios of workload and deadline specifications. We obtained an 8°C reduction in peak temperature for a sample execution of benchmarks.
AB - Advances in chip-multiprocessor processing capabilities have led to an increased power consumption and temperature hotspots. Reducing the on-die peak temperature is important from the power reduction and reliability considerations. However, the presence of task deadlines constrain the reduction of peak temperature and thus complicates the determination of optimal speeds for minimizing the peak temperature. We formulate the determination of optimal speeds for minimizing the peak temperature of execution with task deadlines as a quasiconvex optimization problem. This formulation includes accurate power and thermal models with the leakage power dependency on temperature. Experiments demonstrate that our approach is very flexible in adapting to various scenarios of workload and deadline specifications. We obtained an 8°C reduction in peak temperature for a sample execution of benchmarks.
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M3 - Conference contribution
AN - SCOPUS:79957557730
SN - 9783981080179
T3 - Proceedings -Design, Automation and Test in Europe, DATE
SP - 137
EP - 142
BT - Proceedings - Design, Automation and Test in Europe Conference and Exhibition, DATE 2011
T2 - 14th Design, Automation and Test in Europe Conference and Exhibition, DATE 2011
Y2 - 14 March 2011 through 18 March 2011
ER -