A Safe Low-Level Language for Computer Algebra and Its Formally Verified Compiler

This article describes a programming language for writing low-level libraries for computer algebra systems. Such libraries (GMP, BLAS/LAPACK, etc) are usually written in C, Fortran, and Assembly, and make heavy use of arrays and pointers. The proposed language, halfway between C and Rust, is designed to be safe and to ease the deductive verification of programs, while being low-level enough to be suitable for this kind of computationally intensive applications. This article also describes a compiler for this language, based on CompCert. The safety of the language has been formally proved using the Coq proof assistant, and so has the property of semantics preservation for the compiler. While the language is not yet feature-complete, this article shows what it entails to design a new domain-specific programming language along its formally verified compiler.

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Publication Details

Journal
Proceedings of the ACM on Programming Languages
Published
2024-08-15
DOI
https://doi.org/10.1145/3674629
Primary Topic
Logic, programming, and type systems
Type
article
Field-Weighted Citation Impact
0.00

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article

A Safe Low-Level Language for Computer Algebra and Its Formally Verified Compiler

Guillaume Melquiond, Josué Moreau
Proceedings of the ACM on Programming Languages
Logic, programming, and type systems
article

A Safe Low-Level Language for Computer Algebra and Its Formally Verified Compiler

Guillaume Melquiond, Josué Moreau
article en

Abstract

This article describes a programming language for writing low-level libraries for computer algebra systems. Such libraries (GMP, BLAS/LAPACK, etc) are usually written in C, Fortran, and Assembly, and make heavy use of arrays and pointers. The proposed language, halfway between C and Rust, is designed to be safe and to ease the deductive verification of programs, while being low-level enough to be suitable for this kind of computationally intensive applications. This article also describes a compiler for this language, based on CompCert. The safety of the language has been formally proved using the Coq proof assistant, and so has the property of semantics preservation for the compiler. While the language is not yet feature-complete, this article shows what it entails to design a new domain-specific programming language along its formally verified compiler.

Proceedings of the ACM on Programming LanguagesVol. 8(ICFP)
Centre National de la Recherche Scientifique (FR), Université Paris-Saclay (FR)
European Commission
Quality Education
Openalex Percentile: Top 98%
Logic, programming, and type systems
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