Reflection on the Design of Parallel Programming Frameworks

Virginia Niculescu (1) , Frédéric Loulergue (2, 3) , Adrian Sterca (1)

1 Universitatea Babeş-Bolyai [Cluj-Napoca]
2 Northern Arizona University [Flagstaff]
3 LIFO - Laboratoire d'Informatique Fondamentale d'Orléans

Parallel programming is much more complex and difficult than sequential programming, and it is therefore more challenging to achieve the same software quality in a parallel context. High-level parallel programming models, if implemented as software frameworks, could increase productivity and reliability. Important requirements such as extensibility and adaptability for different platforms are required for such a framework, and this paper reflects on these requirements and their relation to the software engineering methodologies that could put them in practice. All these are exemplified on a Java framework-JPLF; this is a high-level parallel programming approach being based on the model brought by the PowerLists associated theories, and it respects the analysed requirements. The design of JPLF is analysed by explaining the design choices and highlighting the design patterns and design principles applied.

Mots clés: Parallel Programming; Frameworks; Software Engineering; Separation of Concerns; Design Patterns; Recursive Data Structures

Domaines: Langage de programmation [cs.PL]

Virginia Niculescu, Frédéric Loulergue, Adrian Sterca. Reflection on the Design of Parallel Programming Frameworks. Evaluation of Novel Approaches to Software Engineering, pp.154-181, 2021, ⟨10.1007/978-3-030-70006-5_7⟩. ⟨hal-03160688⟩