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Parallel implementation of a Sailing Assistance Application in a Cloud Environment

Abstrakt

Sailboat weather routing is a highly complex problem in terms of both the computational time and memory. The reason for this is a large search resulting in a multitude of possible routes and a variety of user preferences. Analysing all possible routes is only feasible for small sailing regions, low-resolution maps, or sailboat movements on a grid. Therefore, various heuristic approaches are often applied, which can find solutions within an acceptable time, sacrificing their optimality and accuracy. In this study, we propose a different approach based on the parallel implementation of an exact algorithm. Specifically, we present a Sailing Assistance Application (SAA) utilizing a deterministic approach and show how it can be parallelized in a cloud environment to reduce its execution time. The potential of the proposed parallelization method goes beyond the particular presented solution; it can be used to improve the performance of other weather routing tools such as collision avoidance and related applications.

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Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
artykuły w czasopismach
Opublikowano w:
IEEE Access nr 11, strony 83896 - 83904,
ISSN: 2169-3536
Język:
angielski
Rok wydania:
2023
Opis bibliograficzny:
Życzkowski M., Szłapczyński R., Orzechowski P., Krawczyk H.: Parallel implementation of a Sailing Assistance Application in a Cloud Environment// IEEE Access -, (2023), s.1-1
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1109/access.2023.3303282
Źródła finansowania:
  • Finansowane z CI Task
Weryfikacja:
Politechnika Gdańska

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