Comparing R Bytecode Compilers Written in R, Java, and Rust (Extended Abstract)
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| Názov: | Comparing R Bytecode Compilers Written in R, Java, and Rust (Extended Abstract) |
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| Autori: | Donat-Bouillud, Pierre, Křikava, Filip, Hain, Jakob, Plodek, Adam, Vitek, Jan |
| Prispievatelia: | Pierre Donat-Bouillud and Filip Křikava and Jakob Hain and Adam Plodek and Jan Vitek |
| Informácie o vydavateľovi: | Schloss Dagstuhl – Leibniz-Zentrum für Informatik |
| Rok vydania: | 2025 |
| Zbierka: | DROPS - Dagstuhl Research Online Publication Server (Schloss Dagstuhl - Leibniz Center for Informatics ) |
| Predmety: | bytecode, compiler |
| Popis: | This paper presents a comparative analysis of three implementations of the R bytecode compiler: the official R implementation, a Java-based compiler, and a Rust-based compiler. The R compiler, written in R itself, poses challenges in terms of performance and maintainability. We evaluate designs of the compilers, their trade-offs, and performance characteristics. The Rust version outperforms the Java version, which itself outperforms the R version. |
| Druh dokumentu: | article in journal/newspaper conference object |
| Popis súboru: | application/pdf |
| Jazyk: | English |
| Relation: | Is Part Of OASIcs, Volume 134, Companion Proceedings of the 9th International Conference on the Art, Science, and Engineering of Programming (Programming 2025); https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.Programming.2025.1 |
| DOI: | 10.4230/OASIcs.Programming.2025.1 |
| Dostupnosť: | https://doi.org/10.4230/OASIcs.Programming.2025.1 https://nbn-resolving.org/urn:nbn:de:0030-drops-242854 https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.Programming.2025.1 |
| Rights: | https://creativecommons.org/licenses/by/4.0/legalcode |
| Prístupové číslo: | edsbas.2DF78BC2 |
| Databáza: | BASE |
Nájsť tento článok vo Web of Science | Abstrakt: | This paper presents a comparative analysis of three implementations of the R bytecode compiler: the official R implementation, a Java-based compiler, and a Rust-based compiler. The R compiler, written in R itself, poses challenges in terms of performance and maintainability. We evaluate designs of the compilers, their trade-offs, and performance characteristics. The Rust version outperforms the Java version, which itself outperforms the R version. |
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| DOI: | 10.4230/OASIcs.Programming.2025.1 |