Yet another intelligent code-generating system: a flexible and low-cost solution
O arquivo disponível é uma versão Preprint do artigo publicado na Springer.
| Principais autores: | Fabrício Filho, João, Rodriguez, Luiz Gustavo Araujo, Silva, Anderson Faustino da |
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| Idioma: | Inglês |
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2021
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http://repositorio.utfpr.edu.br/jspui/handle/1/23850 https://doi.org/10.1007/s11390-018-1867-7 |
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riut-1-238502021-01-15T06:11:07Z Yet another intelligent code-generating system: a flexible and low-cost solution Fabrício Filho, João Rodriguez, Luiz Gustavo Araujo Silva, Anderson Faustino da Algorítmos computacionais Aprendizado do computador Sistemas de computação virtual Representação do conhecimento (Teoria da informação) Compiladores (Programas de computador) Computer algorithms Machine learning Virtual computer systems Knowledge representation (Information theory) Compilers (Computer programs) CNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO O arquivo disponível é uma versão Preprint do artigo publicado na Springer. Modern compilers apply various code transformation algorithms to improve the quality of the target code. However, a complex problem is to determine which transformation algorithms must be utilized. This is dicult because of three reasons: number of transformation algorithms, various combination possibilities, and several conguration possibilities. Over the last few years, various intelligent systems were presented in the literature. The goal of these systems is to search for transformation algorithms and thus, apply them to a certain program. This paper proposes a exible, low-cost and intelligent system capable of identifying transformation algorithms for an input program, considering the program's specic features. This system is exible for parameterization selection and has a low-computational cost. In addition, it has the capability to maximize the exploration of available computational resources. The system was implemented under the Low Level Virtual Machine infrastructure and the results indicate that it is capable of exceeding, up to 21.36%, performance reached by other systems. In addition, it achieved an average improvement of up to 17.72% over the most aggressive compiler optimization level of the Low Level Virtual Machine infrastructure. 2021-01-14T14:05:30Z 2021-01-14T14:05:30Z 2018-09 article FABRÍCIO FILHO, João; RODRIGUEZ, Luiz Gustavo Araujo; SILVA, Anderson Faustino da. Yet another intelligent code-generating system: a flexible and low-cost solution. Journal of Computer Science and Technology, v. 33, n. 5, p. 940-965, set. 2018. DOI: https://doi.org/10.1007/s11390-018-1867-7. Disponível em: https://link.springer.com/article/10.1007%2Fs11390-018-1867-7. Acesso em: 16 dez. 2020. 1860-4749 http://repositorio.utfpr.edu.br/jspui/handle/1/23850 https://doi.org/10.1007/s11390-018-1867-7 eng Journal of Computer Science and Technology https://link.springer.com/article/10.1007%2Fs11390-018-1867-7 openAccess application/pdf Campo Mourao Estados unidos |
| institution |
Universidade Tecnológica Federal do Paraná |
| collection |
RIUT |
| language |
Inglês |
| topic |
Algorítmos computacionais Aprendizado do computador Sistemas de computação virtual Representação do conhecimento (Teoria da informação) Compiladores (Programas de computador) Computer algorithms Machine learning Virtual computer systems Knowledge representation (Information theory) Compilers (Computer programs) CNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO |
| spellingShingle |
Algorítmos computacionais Aprendizado do computador Sistemas de computação virtual Representação do conhecimento (Teoria da informação) Compiladores (Programas de computador) Computer algorithms Machine learning Virtual computer systems Knowledge representation (Information theory) Compilers (Computer programs) CNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO Fabrício Filho, João Rodriguez, Luiz Gustavo Araujo Silva, Anderson Faustino da Yet another intelligent code-generating system: a flexible and low-cost solution |
| description |
O arquivo disponível é uma versão Preprint do artigo publicado na Springer. |
| format |
Artigo |
| author |
Fabrício Filho, João Rodriguez, Luiz Gustavo Araujo Silva, Anderson Faustino da |
| author_sort |
Fabrício Filho, João |
| title |
Yet another intelligent code-generating system: a flexible and low-cost solution |
| title_short |
Yet another intelligent code-generating system: a flexible and low-cost solution |
| title_full |
Yet another intelligent code-generating system: a flexible and low-cost solution |
| title_fullStr |
Yet another intelligent code-generating system: a flexible and low-cost solution |
| title_full_unstemmed |
Yet another intelligent code-generating system: a flexible and low-cost solution |
| title_sort |
yet another intelligent code-generating system: a flexible and low-cost solution |
| publisher |
Campo Mourao |
| publishDate |
2021 |
| citation |
FABRÍCIO FILHO, João; RODRIGUEZ, Luiz Gustavo Araujo; SILVA, Anderson Faustino da. Yet another intelligent code-generating system: a flexible and low-cost solution. Journal of Computer Science and Technology, v. 33, n. 5, p. 940-965, set. 2018. DOI: https://doi.org/10.1007/s11390-018-1867-7. Disponível em: https://link.springer.com/article/10.1007%2Fs11390-018-1867-7. Acesso em: 16 dez. 2020. 1860-4749 |
| url |
http://repositorio.utfpr.edu.br/jspui/handle/1/23850 https://doi.org/10.1007/s11390-018-1867-7 |
| _version_ |
1805315314131402752 |
| score |
10,814766 |