Title :
Automatic Energy Status Controlling with Dynamic Voltage Scaling in Power-Aware High Performance Computing Cluster
Author :
Chen, Yuansheng ; Zeng, Yu
Author_Institution :
Grad. Univ. of Chinese Acad. of Sci., Beijing, China
Abstract :
Recently, more and more people are focused on the energy efficiency of HPC(High Performance Computing) centers. The power consumption of supercomputer listed in the first 10 of top 500 is usually more than 1Mkw. Power-aware techniques have been widely used in data centre or supercomputer centre for reducing the power consumption. It is useful for us to reduce the power consumption with frequency scalable CPU being adopted in the HPC centers. Because load unbalance is a common problem in high performance computing, we can gear the frequency of CPU down when it is idle so that the power consumption can be reduced with little performance lose. In this paper, we present a new method called AESC(Automatic Energy Status Controlling) which can control the energy status of CPU automatically. Firstly, we identify the application as different kinds of power consumption by the load balancing and communication time. Secondly, we will give a control policy for controlling the energy status based on former results. By using this policy, we can automatically gear the frequency of CPU and get the best result that 20% less energy while increasing execution time by only 1%.
Keywords :
computer centres; parallel machines; power aware computing; CPU; HPC centers; automatic energy status controlling; communication time; data centre; dynamic voltage scaling; load balancing; power consumption reduction; power-aware high performance computing cluster; supercomputer centre; Computers; Energy consumption; Frequency control; Mobile communication; Power demand; Time frequency analysis; Voltage control; DVS; Energy Status Controlling; Power-aware;
Conference_Titel :
Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2011 12th International Conference on
Conference_Location :
Gwangju
Print_ISBN :
978-1-4577-1807-6
DOI :
10.1109/PDCAT.2011.24