Title :
Non-Linear Feedback Control for Energy Efficient On-Chip Streaming Computation
Author :
Alimonda, Andrea ; Carta, Salvatore ; Acquaviva, Andrea ; Pisano, Alessandro
Author_Institution :
Dept. of Math. & Informatics, Cagliari Univ.
Abstract :
In this work we take a control theoretic approach to the dynamic voltage/frequency scaling (DVS) in a MPSoC architecture with mixed pipelined/parallel processing. The aim is that of minimizing energy consumption with throughput guarantees. Theoretical analysis and experiments, carried out on a cycle-accurate, energy-aware, multiprocessor simulation platform, are provided. We give a dynamic model of the system behavior on the basis of which we synthesize a non-linear feedback controller for the run-time adjustment the frequencies of the processing stages. We compare, from an energy consumption viewpoint, the proposed feedback approaches with local DVS policies.
Keywords :
circuit feedback; energy conservation; microprocessor chips; multiprocessing systems; parallel processing; pipeline processing; system-on-chip; MPSoC architecture; dynamic voltage frequency scaling; energy consumption; energy efficiency; multiprocessor simulation platform; nonlinear feedback controller; on-chip streaming computation; parallel processing; pipelined processing; run-time adjustment; Computer architecture; Dynamic voltage scaling; Energy consumption; Energy efficiency; Feedback control; Frequency; Nonlinear dynamical systems; Parallel processing; Throughput; Voltage control;
Conference_Titel :
Industrial Embedded Systems, 2006. IES '06. International Symposium on
Conference_Location :
Antibes Juan-Les-Pins
Print_ISBN :
1-4244-0777-X
Electronic_ISBN :
1-4244-0777-X
DOI :
10.1109/IES.2006.357456