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P2 Revealing the complexity of automotive software

揭示汽车软件的复杂性
FSE Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering2020匹配度 1/10 · 该论文关注汽车软件开发中的复杂性问题与管理实践,未涉及静态分析、LLM/Agent、形式化验证、浮点程序分析或贝叶斯程序分析,与用户的核心研究方向基本无关。引用 55 inbox
Vard Antinyan
crossref: 2026-09-12

AI 速览

一句话:剖析汽车软件开发四个关键领域的软件复杂性,指出现有实践难以系统化管理该复杂性。

汽车软件正进入现代汽车的核心,连接性与主动安全等功能带来舒适体验,也使其底层复杂性逐年剧增。然而软件不可见,实践者和研究者难以全面把握复杂性的量级,只能从超高设计投入、缺陷报告潮和保修成本激增等后果中感知。本文在汽车软件开发的四个关键领域揭示软件复杂性的表现,分析其来源与影响,并指出现有实践严重不足,难以系统化地管理这种复杂性。文章呼吁对汽车软件复杂性进行更系统的识别与管理。

问题
汽车软件承担连接、主动安全等复杂功能,其底层复杂度逐年剧增,但软件的不可见性使实践者和研究者难以全面把握复杂性的量级。
方法
文章从汽车软件开发的四个关键领域揭示复杂性的表现,分析其来源与影响,并评估现有实践对复杂性的管理能力。
评估
基于领域剖析与论述指出现有实践严重不足;摘要未报告定量实验、工具实现或用户研究等评估。
原文摘要(Abstract)

Software continues its procession into the core of the modern cars. Sophisticated functionalities, like connectivity and active safety, provide gratifying comfort to its users. With the sophisticated functionality, however, comes the underlying complexity that grows overwhelmingly year by year. But the invisibility of software hinders the practitioners and researchers grasping the magnitude of complexity thoroughly. Rather, from time to time, the consequences of complexity surface in forms of ultra-high design efforts, waves of defect reports, and explosions of warranty costs. This article reveals the complexity of software in four key areas of automotive software development. It points out that the existing practices are severely insufficient for systematic complexity management.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot5777,
  title = {Revealing the complexity of automotive software},
  author = {Vard Antinyan},
  booktitle = {FSE},
  year = {2020},
  doi = {10.1145/3368089.3417038}
}