DocumentCode
3208486
Title
Performance and Power Analysis of Parallelized Implementations on an MPCore Multiprocessor Platform
Author
Blume, H. ; Livonius, J.v. ; Rotenberg, L. ; Noll, T.G. ; Bothe, H. ; Brakensiek, J.
Author_Institution
RWTH Aachen Univ., Aachen
fYear
2007
fDate
16-19 July 2007
Firstpage
74
Lastpage
81
Abstract
In this contribution, the potential of parallelized software that implements algorithms of digital signal processing on a multicore processor platform is analyzed. For this purpose various digital signal processing tasks have been implemented on a prototyping platform i.e. an ARM MPCore featuring four ARM 11 processor cores. In order to analyze the effect of parallelization on the resulting performance-power ratio, influencing parameters like e.g. the number of issued program threads have been studied. For paralllelization issues the OpenMP programming model has been used which can be efficiently applied on C- level. In order to elaborate power efficient code also a functional and instruction level power model of the MPCore has been derived which features a high estimation accuracy. Using this power model and exploiting the capabilities of OpenMP a variety of exemplary tasks could be efficiently parallelized. The general efficiency potential of parallelization for multiprocessor architectures can be assembled.
Keywords
message passing; multiprocessing systems; parallel architectures; parallel programming; signal processing; MPCore multiprocessor platform; OpenMP programming model; digital signal processing; functional level power model; instruction level power model; parallelized software; power analysis; Algorithm design and analysis; Digital signal processing; Multicore processing; Performance analysis; Prototypes; Signal analysis; Signal processing algorithms; Software algorithms; Software prototyping; Yarn; Multicore Processors; Parallelization; Power Estimation and Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Embedded Computer Systems: Architectures, Modeling and Simulation, 2007. IC-SAMOS 2007. International Conference on
Conference_Location
Samos
Print_ISBN
1-4244-1058-4
Type
conf
DOI
10.1109/ICSAMOS.2007.4285736
Filename
4285736
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