Meta-Heuristics for Solving the Software Component Allocation Problem

The software component allocation problem is concerned with mapping a set of software components to the computational units available in a heterogeneous computing system while maximizing a certain objective function. This problem is important in the domain of component-based software engineering, an...

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Veröffentlicht in:IEEE access 2020-01, Vol.8, p.1-1
Hauptverfasser: Al-Azzoni, Issam, Iqbal, Saqib
Format: Artikel
Sprache:eng
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Zusammenfassung:The software component allocation problem is concerned with mapping a set of software components to the computational units available in a heterogeneous computing system while maximizing a certain objective function. This problem is important in the domain of component-based software engineering, and solving it is not a trivial task. In this paper, we demonstrate a software framework for defining and solving component allocation problem instances. In addition, we implement two metaheuristics for solving the problem. The experiments show that these meta-heuristics achieve good performance. The framework is designed to be extensible and therefore other researchers can conveniently use it to implement new meta-heuristics for solving the software component allocation problem.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2020.3015864