Title :
Minimizing energy consumption of multiple-processors-core systems with simultaneous task allocation, scheduling and voltage assignment
Author :
Lap-Fai Leung ; Chi-Ying Tsui ; Wing-Hung Ki
Author_Institution :
Hong Kong University of Science and Technology
Abstract :
In this paper, we tackle the problem of minimizing the energy consumption of multiple-processors-core system using multiple variable supply voltages. Given a set of tasks and their dependency, and a set of target processors, we propose an optimal formulation of carrying out task allocation on processors, task scheduling and voltage assignment for each task concurrently using mixed integer nonlinear programming (MINLP). An iterative divide-and conquer approach is introduced to reduce the run time for large set of tasks. Experimental results show that hy using the proposed approach, significant energy reductions are achieved over the existing methods.
Keywords :
Design optimization; Energy consumption; Hardware; Iterative methods; Power engineering and energy; Power system modeling; Process design; Processor scheduling; Voltage; Wireless communication;
Conference_Titel :
Design Automation Conference, 2004. Proceedings of the ASP-DAC 2004. Asia and South Pacific
Conference_Location :
Yohohama, Japan
Print_ISBN :
0-7803-8175-0
DOI :
10.1109/ASPDAC.2004.1337672