DocumentCode :
3601117
Title :
3D Many-Core Microprocessor Power Management by Space-Time Multiplexing Based Demand-Supply Matching
Author :
Manoj, Sai ; Hao Yu ; Kanwen Wang
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ. (NTU), Singapore, Singapore
Volume :
64
Issue :
11
fYear :
2015
Firstpage :
3022
Lastpage :
3036
Abstract :
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.
Keywords :
electronic engineering computing; learning (artificial intelligence); microprocessor chips; multiplying circuits; pattern classification; power aware computing; power convertors; scheduling; three-dimensional integrated circuits; 3D many-core microprocessor power management; 3D through-silicon-vias; TSV; demand-response based workload scheduling; demand-supply matching; power converter; reconfigurable power switch network; space-time multiplexing; workload power-signature classification; workload power-signature learning; Microprocessors; Multiplexing; Switches; System-on-chip; Three-dimensional displays; Through-silicon vias; Voltage control; 3D integration; Many-core microprocessor; dynamic voltage scaling; on-chip power converter; power management; reconfigurable switch network; space-time multiplexing;
fLanguage :
English
Journal_Title :
Computers, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9340
Type :
jour
DOI :
10.1109/TC.2015.2389827
Filename :
7005482
Link To Document :
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