Enhancing Model-Based Architecture Optimization with Monitored System Runs (CROSBI ID 659011)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Feljan, Juraj ; Ciccozzi, Federico ; Carlson, Jan ; Crnkovic, Ivica
engleski
Enhancing Model-Based Architecture Optimization with Monitored System Runs
Typically, architecture optimization searches for good architecture candidates based on analyzing a model of the system. Model-based analysis inherently relies on abstractions and estimates, and as such produces approximations which are used to compare architecture candidates. However, approximations are often not sufficient due to the difficulty of accurately estimating certain extra-functional properties. In this paper, we present an architecture optimization approach where the speed of model-based optimization is combined with the accuracy of monitored system runs. Model-based optimization is used to quickly find a good architecture candidate, while optimization based on monitored system runs further refines this candidate. Using measurements assures a higher accuracy of the metrics used for optimization compared to using performance predictions. We demonstrate the feasibility of the approach by implementing it in our framework for optimizing the allocation of software tasks to the processing cores of a multicore embedded system.
multicore embedded system
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Podaci o prilogu
216-223.
2015.
objavljeno
10.1109/seaa.2015.14
Podaci o matičnoj publikaciji
PROCEEDINGS 41ST EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS SEAA 2015
Institute of Electrical and Electronics Engineers (IEEE)
978-1-4673-7585-6
Podaci o skupu
PROCEEDINGS 41ST EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS SEAA 2015
predavanje
26.08.2015-28.08.2015
Funchal, Portugal
Povezanost rada
Računarstvo