Title :
Analytical modeling and simulation of the energy consumption of independent tasks
Author :
Rauber, T. ; Runger, G.
Author_Institution :
Comput. Sci. Dept., Univ. Bayreuth, Bayreuth, Germany
Abstract :
The estimation and evaluation of the energy consumption of computers is becoming an important issue. In this article, we address the question how the energy consumption for computations can be captured by an analytical energy consumption model. In particular, we address the possibility to reduce the energy consumption by dynamic frequency scaling and model this energy reduction in the context of task execution models. We demonstrate the use of the model by simulating task executions and their energy consumption.
Keywords :
energy conservation; power aware computing; task analysis; analytical energy consumption model; dynamic frequency scaling; energy reduction; task execution models; Analytical models; Computational modeling; Energy consumption; Power demand; Program processors; Programming; Time frequency analysis;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2012 Winter
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-4779-2
Electronic_ISBN :
0891-7736
DOI :
10.1109/WSC.2012.6465151