DocumentCode
2522384
Title
Energy aware scheduling for DAG structured applications on heterogeneous and DVS enabled processors
Author
Shekar, Venkateswaran ; Izadi, Baback
Author_Institution
Dept. of Electr. & Comput. Eng., State Univ. of New York at New Paltz, New Paltz, NY, USA
fYear
2010
fDate
15-18 Aug. 2010
Firstpage
495
Lastpage
502
Abstract
The trend towards ever more powerful and faster processors has led to an enormous increase in power consumption. This paper focuses on scheduling tasks in a heterogeneous environment with DVS enabled processors to minimize both execution time and energy consumed. The proposed algorithm, called Energy-Dynamic Level Scheduling (EDLS), favors low-energy consuming processors by introducing a cost factor that affects scheduling decisions. Our scheme allows for trade offs between energy consumption and the desired performance. Our simulation results exhibit significant power savings at a reasonable increase in overall execution time. Moreover, our results demonstrates a high degree of correlation between the energy saving and the increase in the heterogeneity of processors.
Keywords
directed graphs; power aware computing; scheduling; DAG structured applications; DVS enabled processors; correlation degree; cost factor; directed acyclic graph; dynamic voltage scaling; energy aware scheduling; energy-dynamic level scheduling; heterogeneous environment; Program processors; Variable speed drives; DAG; DVS; Energy Aware; Heterogeneous Computing; Scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Green Computing Conference, 2010 International
Conference_Location
Chicago, IL
Print_ISBN
978-1-4244-7612-1
Type
conf
DOI
10.1109/GREENCOMP.2010.5598275
Filename
5598275
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