Towards Automated Embedded Systems Programming

Writing code for embedded systems poses unique challenges due to hardware involvement. Developers often need to learn domain-specific knowledge to write embedded codes. Learning such knowledge is time-consuming and hinders de-velopers' productivity. This paper presents a proposal for an automat...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) s. 224 - 226
Hlavný autor: Bani Yusuf, Imam Nur
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.05.2023
Predmet:
code generation
Codes
embedded system
Embedded systems
Hardware
hardware configuration
library recommendation
Measurement
Productivity
Programming
Writing
ISSN:2574-1934
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Popis
Shrnutí:Writing code for embedded systems poses unique challenges due to hardware involvement. Developers often need to learn domain-specific knowledge to write embedded codes. Learning such knowledge is time-consuming and hinders de-velopers' productivity. This paper presents a proposal for an automated code generation approach, specifically designed for embedded systems. The work is composed of three milestones, i.e., understanding the needs of embedded developers by analyzing posts from discussion forums, developing a tool to recommend driver libraries of 110 hardware and generate its interface configurations and usage patterns, and improving the generation accuracy of the prior tool using program analysis techniques. The tool will be evaluated using various metrics from machine translation.. classification.. and information retrieval fields.
ISSN:2574-1934
DOI:10.1109/ICSE-Companion58688.2023.00061