paperbot · PL 论文追踪

全部论文 待读 收藏

P2 Automated debugging: past, present, and future (ISSTA impact paper award)

自动化调试:过去、现在与未来(ISSTA 影响力论文奖)
ISSTA Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis2021匹配度 2/10 · 该论文是自动化调试用户研究的影响力回顾与展望,属于软件测试/调试领域,与用户关心的静态分析、LLM/Agent、浮点程序分析和贝叶斯程序分析没有直接交集。它不涉及程序分析形式化、工业工具落地或 LLM 与程序分析的交叉,因此匹配度很低。引用 1 inbox
Chris Parnin, Alessandro Orso
crossref: 2026-09-12

AI 速览

一句话:回顾获ISSTA 2021影响力奖的自动化调试用户研究,评估其影响并展望未来方向。

该论文是 ISSTA 2021 影响力论文奖演讲摘要,回顾 2011 年论文《Are Automated Debugging Techniques Actually Helping Programmers?》。原研究通过两项用户研究,考察开发者如何使用并从流行的自动化调试技术中获益,发现若干技术假设在实践中并不成立,并总结现有方法的局限及可能的改进方向。本演讲重新审视原论文及其前期工作,通过梳理自动化调试领域自论文发表以来的演进评估其影响力,最后反思当前技术水平,并讨论开放问题与未来研究方向。

问题
自动化调试技术是否真正帮助开发者?原研究质疑并检验这些技术在实际使用中的有效性。
方法
通过两项用户研究观察开发者使用流行自动化调试技术的过程与收益,并在本次演讲中进行回顾性影响分析。
评估
基于用户研究证据,评估原有假设是否成立、现有方法的局限,以及该领域后续演进和影响力。
原文摘要(Abstract)

The paper titled “Are Automated Debugging Techniques Actually Helping Programmers?” was published in the proceedings of the International Symposium on Software Testing and Analysis (ISSTA) in 2011, and has been selected to receive the ISSTA 2021 Impact Paper Award. The paper investigated, through two user studies, how developers used and benefited from popular automated debugging techniques. The results of the studies provided (1) evidence that several assumptions made by automated debugging techniques did not hold in practice and (2) insights on limitations of existing approaches and how these limitations could be addressed. In this talk, we revisit the original paper and the work that led to it. We then assess the impact of that research by reviewing how the area of automated debugging has evolved since the paper was published. Finally, we conclude the talk by reflecting on the current state of the art in this area and discussing open issues and potential directions for future work.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot6674,
  title = {Automated debugging: past, present, and future (ISSTA impact paper award)},
  author = {Chris Parnin and Alessandro Orso},
  booktitle = {ISSTA},
  year = {2021},
  doi = {10.1145/3460319.3472397}
}