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https://doi.org/10.2498/cit.1002284

An Extended Model for Multi-Criteria Software Component Allocation on a Heterogeneous Embedded Platform

Ivan Švogor orcid id orcid.org/0000-0001-5250-2123 ; Faculty of Organization and Informatics, University of Zagreb, Croatia
Ivica Crnkovic orcid id orcid.org/0000-0002-5278-755X ; School of Innovation, Design and Engineering, Mälardalen University, Sweden
Neven Vrcek ; Faculty of Organization and Informatics, University of Zagreb, Croatia


Puni tekst: engleski PDF 701 Kb

str. 211-222

preuzimanja: 540

citiraj


Sažetak

A recent development of heterogeneous platforms (i.e. those containing different types of computational units such as multicore CPUs, GPUs, and FPGAs) has enabled significant improvements in performance for real-time data processing. This potential, however, is still not fully utilized due to the lack of methods for optimal configuration of software; the allocation of different software components to different computational unit types is crucial for getting the maximal utilization of the platform, but for more complex systems it is difficult to find ad-hoc a good enough or the best configuration. With respect to system and user defined constraints, in this paper we are applying analytical hierarchical process and a genetic algorithm to find feasible, locally optimal solution for allocating software components to computational units.

Ključne riječi

software, component, allocation, genetic algorithm, AHP, optimization, model, multi-criteria, embedded system

Hrčak ID:

114773

URI

https://hrcak.srce.hr/114773

Posjeta: 1.038 *