Programming languages ranking based on energy measurements

• Tipo: Artigo em Revista Científica Internacional
• Data: 2024

Autores

Gordillo, A (Autor) Outra; Calero, C (Autor) Outra; Moraga, MA (Autor) Outra; García, F (Autor) Outra; Fernandes, JP (Autor) Outra; Rui Abreu (Autor) FEUP; Saraiva, J (Autor) Outra

Revista

Título: Software Quality Journal

Vol. 32

Páginas: 1539-1580

ISSN: 0963-9314

Editora: Springer Nature

Indexação

ISI Web of Knowledge - 1 Citação

Scopus - 2 Citações

Outras Informações

ID Authenticus: P-011-5B7

DOI: 10.1007/s11219-024-09690-4

Abstract (EN): Software is developed using programming languages whose choice is made based on a wide range of criteria, but it should be noted that the programming language selected can affect the quality of the software product. In this paper, we focus on analysing the differences in energy consumption when running certain algorithms that have been developed using different programming languages. Therefore, we focus on the software quality from the perspective of greenability, in concrete in the aspects related to energy efficiency. For this purpose, this study has conducted an empirical investigation about the most suitable programming languages from an energy efficiency perspective using a hardware-based consumption measurement instrument that obtains real data about energy consumption. The study builds upon a previous study in which energy efficiency of PL were ranked using a software-based approach where the energy consumption is an estimation. As a result, no significant differences are obtained between two approaches, in terms of ranking the PL. However, if it is required to have a more realistic knowledge of consumption, it is necessary to use hardware approaches. Furthermore, the hardware approach provides information about the energy consumption of specific DUT hardware components, such as, HDD, graphics card, and processor, and a ranking for each of component is elaborated. This can provide useful information to make a more informed decision on the choice of a PL, depending on several factors, such as the type of algorithms to be implemented, or the effects on power consumption not only in overall, but also depending on specific DUT hardware components.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 42