Title :
Increasing power models accuracy by means of synchronized measurements
Author :
Luiz, Saulo O. D. ; De N Silva, Arthur V. ; Santos, Diego R. ; Melo, T.R.
Author_Institution :
Embedded Syst. & Pervasive Comput. Lab., Fed. Univ. of Campina Grande, Campina Grande, Brazil
Abstract :
For computer systems, it is essential the establishment of policies for reducing consumption and avoiding the waste of energy. However, traditional approaches for retrieving energy consumption information are not suitable for creating effective policies. In this paper, we present a power estimation model that provides detailed information about energy consumption of processors and devices, by applying constrained linear least squares, enabling more efficient energy policies for computer systems.
Keywords :
energy consumption; estimation theory; least squares approximations; power aware computing; synchronisation; computer system; linear least squares; power estimation model; processor energy consumption; synchronized measurement; Biological system modeling; Computational modeling; Computers; Power demand; Power measurement; Program processors; Vectors;
Conference_Titel :
Consumer Electronics ??? Berlin (ICCE-Berlin), 2014 IEEE Fourth International Conference on
Conference_Location :
Berlin
DOI :
10.1109/ICCE-Berlin.2014.7034249