paperbot · PL 论文追踪

全部论文 待读 收藏

P2 An Empirical Study on Maintenance and Evolution Processes of Embedded Software

嵌入式软件维护与演化过程的实证研究
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 1/10 · 该论文聚焦嵌入式软件维护与演化过程的实证研究,结合文献综述、行业调查与流程工具设计,与用户关注的形式化/静态分析、LLM/Agent 改进程序分析、浮点程序分析或贝叶斯程序分析等核心方向几乎没有直接交集。引用 0 inbox
Aloysio Augusto Rabello de Carvalho
crossref: 2026-09-12

AI 速览

一句话:通过系统性文献综述、行业调查与工具化流程设计,揭示嵌入式软件维护演化实践的碎片化问题并给出集成方案。

嵌入式软件广泛用于医疗、汽车、航空航天与物联网等安全关键领域,其维护和演化受硬件约束、实时需求及10–20年长生命周期影响,且60–90%的软件成本与其相关。然而工业实践仍碎片化,缺乏集成流程与专用工具。本博士研究结合系统性文献综述、行业调查,设计一套由软件工具支持的集成过程,并在真实医疗场景——低成本胰岛素输注泵中验证。初步结果揭示实践异质性、缺少标准化度量,以及处理技术债务与过时淘汰的困难。预期贡献包括统一流程、可操作工具,以及来自工业界与学术界的实证证据。

问题
嵌入式软件在安全关键领域生命周期长、维护演化成本高,但工业实践碎片化,缺乏集成流程与专用工具支持。
方法
结合系统性文献综述、行业调查,设计集成的维护与演化过程,并开发软件工具,在低成本胰岛素输注泵这一真实医疗场景中验证。
评估
通过工业调查与真实医疗案例验证所提流程和工具,初步揭示实践异质性、标准化度量缺失及技术债务和过时淘汰处理困难。
原文摘要(Abstract)

Embedded software is pervasive in safety-critical domains, including healthcare, automotive, aerospace, and the Internet of Things (IoT). Its maintenance and evolution are challenging due to hardware constraints, real-time requirements, and long life cycles, often exceeding 10–20 years. Studies indicate that 60–90% of software costs are related to evolution and maintenance. However, empirical evidence shows that current industrial practices remain fragmented, lacking integrative processes and specialized tools. This doctoral research addresses this gap by combining a systematic literature review (SLR), an industry survey, and the design of an integrative process supported by a software tool. The work will be validated in a real-world medical scenario: a low-cost insulin infusion pump. Preliminary results highlight heterogeneity in industrial practices, lack of standardized metrics, and difficulties in handling technical debt and obsolescence. The expected contributions include a unified process, an operational tool, and empirical evidence from both industry and academia.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@inproceedings{paperbot11849,
  title = {An Empirical Study on Maintenance and Evolution Processes of Embedded Software},
  author = {Aloysio Augusto Rabello de Carvalho},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3774748.3787636}
}