paperbot · PL 论文追踪

全部论文 待读 收藏

P2 Towards a Knowledge Base of Common Sustainability Weaknesses in Green Software Development

面向绿色软件开发中常见可持续性弱点的知识库建设
ASE 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)2023匹配度 1/10 · 该论文关注绿色软件与可持续性弱点知识库,与用户研究的 PL↔AI、Agentic 程序静态分析、浮点/贝叶斯程序分析及其与 LLM 的交叉均无直接关联。虽然标签涉及程序分析,但论文核心并非静态分析技术或 LLM/Agent 应用,因此匹配度很低。引用 4 inbox
Priyavanshi Pathania, Rohit Mehra, Vibhu Saujanya Sharma, Vikrant Kaulgud, Sanjay Podder, Adam P. Burden
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:提出构建代码中常见可持续性弱点知识库的必要性,并初步验证现有软件弱点知识不能直接重标注为可持续性。

随着气候危机加剧,构建可持续软件系统对优化资源利用、降低环境影响至关重要。开发者需要能分析代码并建议可持续性优化的自动化工具,但此类工具因缺乏标准化知识基础而稀缺。本文论证了建立代码中常见可持续性弱点标准知识库的必要性,并提出一种初步构建方式。作者通过初步实验表明,现有软件弱点知识无法直接重新标注为可持续性弱点,必须经过充分审慎的评估与调整,从而呼吁在这一生态重要领域开展进一步研究。

问题
绿色软件开发缺乏标准化的可持续性弱点知识库,导致能分析代码并给出可持续性优化建议的自动化工具稀缺。
方法
本文论证建立常见可持续性弱点知识库的必要性,提出初步构建思路,并通过初步实验检验现有软件弱点知识能否直接重标注为可持续性弱点。
评估
通过初步实验表明,现有软件弱点知识不能“原样”重标注为可持续性弱点,需进行充分审慎的评估;具体实验规模未在摘要中说明。
原文摘要(Abstract)

With the climate crisis looming, engineering sustainable software systems become crucial to optimize resource utilization, minimize environmental impact, and foster a greener, more resilient digital ecosystem. For developers, getting access to automated tools that analyze code and suggest sustainability-related optimizations becomes extremely important from a learning and implementation perspective. However, there is currently a dearth of such tools due to the lack of standardized knowledge, which serves as the foundation of these tools. In this paper, we motivate the need for the development of a standard knowledge base of commonly occurring sustainability weaknesses in code, and propose an initial way of doing that. Furthermore, through preliminary experiments, we demonstrate why existing knowledge regarding software weaknesses cannot be re-tagged “as is” to sustainability without significant due diligence, thereby urging further explorations in this ecologically significant domain.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{PathaniaMSKPB23,
  title = {Towards a Knowledge Base of Common Sustainability Weaknesses in Green Software Development},
  author = {Priyavanshi Pathania and Rohit Mehra and Vibhu Saujanya Sharma and Vikrant Kaulgud and Sanjay Podder and Adam P. Burden},
  booktitle = {ASE},
  year = {2023},
  doi = {10.1109/ase56229.2023.00204}
}