Bi-objective scheduling with cooperating heuristics for embedded real-time systems Online publication date: Thu, 19-Mar-2020
by Sonia Sabrina Bendib; Hamoudi Kalla; Salim Kalla
International Journal of Embedded Systems (IJES), Vol. 12, No. 2, 2020
Abstract: This paper proposes a makespan and reliability-based approach, a static scheduling strategy for distributed real-time embedded systems that aims to optimise the makespan and the reliability of an application. This scheduling problem is NP-hard and we rely on a heuristic algorithm to obtain efficiently approximate solutions. Two contributions have to be outlined: first, a hierarchical cooperation between heuristics ensuring to treat alternatively the objectives; and second, an adaptation module allowing improving solution exploration by extending the search space. The results are a set of compromising solutions offering the designer the possibility to make choices in line with his (her) needs. The method was tested and experimental results are provided.
Online publication date: Thu, 19-Mar-2020
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