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DCA++ project: Sustainable and scalable development of a high-performance research code

Hähner, U R ; Balduzzi, G ; Doak, P W ; Maier, T A ; Solcà, R ; Schulthess, T C

Journal of physics. Conference series, 2019-10, Vol.1290 (1), p.12017 [Periódico revisado por pares]

Bristol: IOP Publishing

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  • Título:
    DCA++ project: Sustainable and scalable development of a high-performance research code
  • Autor: Hähner, U R ; Balduzzi, G ; Doak, P W ; Maier, T A ; Solcà, R ; Schulthess, T C
  • Assuntos: Algorithms ; Complex systems ; Leadership ; Software ; Software development ; Software engineering ; Supercomputers ; Sustainable development
  • É parte de: Journal of physics. Conference series, 2019-10, Vol.1290 (1), p.12017
  • Descrição: Scientific discoveries across all fields, from physics to biology, are increasingly driven by computer simulations. At the same time, the computational demand of many problems necessitates large-scale calculations on high-performance supercomputers. Developing and maintaining the underlying codes, however, has become a challenging task due to a combination of factors. Leadership computer systems require massive parallelism, while their architectures are diversifying. New sophisticated algorithms are continuously developed and have to be implemented efficiently for such complex systems. Finally, the multidisciplinary nature of modern science involves large, changing teams to work on a given codebase. Using the example of the DCA++ project, a highly scalable and efficient research code to solve quantum many-body problems, we explore how computational science can overcome these challenges by adopting modern software engineering approaches. We present our principles for scientific software development and describe concrete practices to meet them, adapted from agile software development frameworks.
  • Editor: Bristol: IOP Publishing
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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