TY - GEN
T1 - Exploration and Exploitation of Dual Timing Margins for Improving Power Efficiency of Variable-Latency Designs
AU - Huang, Ning Chi
AU - Chen, Yu Guang
AU - Wu, Kai Chiang
PY - 2019/7
Y1 - 2019/7
N2 - Circuit performance has been the key design constraint for over a decade. Variable-latency design (VLD) paradigm was proposed for optimizing the overall performance in terms of throughput. In addition, process variations and aging effects manifest themselves as gate delay shifts, and in turn cause variability of circuit timing (timing variability). Besides, Power consumption is another important design consideration. To deal with the impact of timing variability and power issue better, in this paper, we present a VDD assignment framework based on genetic algorithm (GA) to minimize the power consumption of VLD. Our objective is making constructed VLD circuits more power-efficient under given tolerance to timing variability. Experimental results show that on average our methodology can achieve 24% dynamic power reduction, while preserving at least 8% timing margin, with only 5% overhead in circuit area and leakage power.
AB - Circuit performance has been the key design constraint for over a decade. Variable-latency design (VLD) paradigm was proposed for optimizing the overall performance in terms of throughput. In addition, process variations and aging effects manifest themselves as gate delay shifts, and in turn cause variability of circuit timing (timing variability). Besides, Power consumption is another important design consideration. To deal with the impact of timing variability and power issue better, in this paper, we present a VDD assignment framework based on genetic algorithm (GA) to minimize the power consumption of VLD. Our objective is making constructed VLD circuits more power-efficient under given tolerance to timing variability. Experimental results show that on average our methodology can achieve 24% dynamic power reduction, while preserving at least 8% timing margin, with only 5% overhead in circuit area and leakage power.
KW - Power Efficiency
KW - Variable latency design
UR - http://www.scopus.com/inward/record.url?scp=85072968725&partnerID=8YFLogxK
U2 - 10.1109/ISVLSI.2019.00048
DO - 10.1109/ISVLSI.2019.00048
M3 - Conference contribution
AN - SCOPUS:85072968725
T3 - Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI
SP - 218
EP - 223
BT - Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019
PB - IEEE Computer Society
T2 - 18th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019
Y2 - 15 July 2019 through 17 July 2019
ER -