3D Many-Core Microprocessor Power Management by Space-Time Multiplexing Based Demand-Supply Matching

被引:179
作者
Manoj, Sai P. D. [1 ]
Yu, Hao [1 ]
Wang, Kanwen [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639669, Singapore
关键词
Many-core microprocessor; power management; dynamic voltage scaling; space-time multiplexing; 3D integration; on-chip power converter; reconfigurable switch network; DESIGN; SYSTEM; CONVERTERS; ICS;
D O I
10.1109/TC.2015.2389827
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A reconfigurable power switch network is proposed to perform a demand-supply matched power management between 3D-integrated microprocessor cores and power converters. The power switch network makes physical connections between cores and converters by 3D through-silicon-vias (TSVs). Space-time multiplexing is achieved by the configuration of power switch network and is realized by learning and classifying power-signature of workloads. As such, by classifying workloads based on magnitude and phase of power-signature, space-time multiplexing can be performed with the minimum number of converters allocated to cluster of cores. Furthermore, a demand-response based workload scheduling is performed to reduce peak-power and to balance workload. The proposed power management is verified by system models with physical design parameters and benched power traces of workloads. For a 64-core case, experiment results show 40.53 percent peak-power reduction and 2.50x balanced workload along with a 42.86 percent reduction in the required number of power converters compared to the work without using STM based power management.
引用
收藏
页码:3022 / 3036
页数:15
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