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P2 BuildSonic: Detecting and Repairing Performance-Related Configuration Smells for Continuous Integration Builds

BuildSonic:检测并修复持续集成构建中与性能相关的配置异味
ASE Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering2022匹配度 2/10 · 该论文聚焦 CI 构建性能相关的配置异味检测与修复,属于软件工程/开发者工具与自动化修复方向,与用户关注的 PL 与 AI/LLM 交叉、浮点程序分析、贝叶斯程序分析等核心方向没有直接关系。虽然它涉及自动化检测与修复,但未使用静态分析、LLM/Agent 或相关形式化方法,因此匹配度较低。引用 13 inbox
Chen Zhang, Bihuan Chen, Junhao Hu, Xin Peng, Wenyun Zhao
crossref: 2026-09-12

AI 速览

一句话:提出 BuildSonic,自动检测并修复持续集成构建中影响性能的配置异味,以降低构建耗时与资源开销。

持续集成(CI)虽有益处,但会带来高成本,其中构建时间长显著影响开发速度并增加计算资源开销。CI 基础设施通常提供加速构建的配置选项,但常因配置不佳产生 CI 配置异味。已有研究尝试检测或修复 CI 配置异味,但均未专门面向 CI 构建性能提升。为此,作者提出 BuildSonic,用于检测并修复与性能相关的 CI 配置异味。摘要未给出具体检测/修复机制及实验评估细节。

问题
CI 构建时间长导致开发速度下降与计算资源成本增加,而 CI 基础设施常未优化配置,产生配置异味;已有检测或修复方法并非专门针对构建性能。
方法
提出 BuildSonic,面向 CI 构建性能检测和修复相关的配置异味。摘要未详述其具体技术实现。
评估
摘要未提供评估方式、实验对象或性能提升结果等细节。
原文摘要(Abstract)

Despite the benefits, continuous integration (CI) can incur high costs. One of the well-recognized costs is long build time, which greatly affects the speed of software development and increases the cost in computational resources. While there exist configuration options in the CI infrastructure to accelerate builds, the CI infrastructure is often not optimally configured, leading to CI configuration smells. Attempts have been made to detect or repair CI configuration smells. However, none of them is specifically designed to improve build performance in CI.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@inproceedings{paperbot7185,
  title = {BuildSonic: Detecting and Repairing Performance-Related Configuration Smells for Continuous Integration Builds},
  author = {Chen Zhang and Bihuan Chen and Junhao Hu and Xin Peng and Wenyun Zhao},
  booktitle = {ASE},
  year = {2022},
  doi = {10.1145/3551349.3556923}
}