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P2 Proofs of Concept as First-Class Architectural Decision Instruments

概念验证(PoC)作为一等架构决策工具
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 2/10 · 论文关注PoC作为软件架构决策工具,属于软件架构与开发流程/工具层面,不涉及静态分析、程序分析、浮点程序分析、贝叶斯程序分析或LLM/Agent与PL的交叉。仅与软件工程和工业实践有边缘关联,与用户核心研究方向匹配度低。引用 1 inbox
Fabio Petrillo, Bruno Antognolli
crossref: 2026-09-12

AI 速览

一句话:主张将PoC从非正式实验提升为一等的、面向架构决策的可重复分析工具。

论文指出,概念验证(PoC)虽广泛用于评估技术、降低不确定性并支持早期决策,但在研究与实践中仍概念模糊、方法随意,削弱了架构决策的严谨性。作者以立场论文形式,综合学术与灰色文献,并结合工业场景,提出以架构为中心的结构化视角:PoC应被视作短生命周期、风险驱动、明确服务于架构选择的实验,而非一次性原型。基于此,他们勾勒一个轻量框架,使PoC成为可重复、可分析、面向决策的制品,并列出开放挑战以推动关于实践中架构决策方式的讨论。

问题
PoC在软件密集系统中广泛用于技术评估和早期架构决策,但其概念界定与方法论仍模糊且临时,导致架构决策缺乏严谨性。
方法
这是一篇立场论文:作者综合学术与灰色文献,结合工业场景,阐述以架构为中心的PoC视角,并提出将其视为短周期、风险驱动实验的轻量框架。
评估
通过文献综合与工业场景示例进行概念论证和框架勾勒,未报告系统性实证评估;最后以开放挑战引发讨论。
原文摘要(Abstract)

Proofs of Concept (PoCs) are used in software-intensive systems to evaluate technologies, reduce uncertainty, and support early decision-making. Despite their role in architectural practice, PoCs remain conceptually underdefined and methodologically ad hoc in both research and practice. In this position paper, we argue that PoCs should be a first-class architectural decision instrument rather than informal experiments or disposable prototypes. We highlight the conceptual ambiguity surrounding PoCs and discuss how this ambiguity undermines architectural decision-making. We then articulate a structured, architecture-centric perspective on PoCs as short-lived, risk-driven experiments explicitly designed to inform architectural choices. Drawing on insights synthesized from academic and grey literature and illustrated through industrial scenarios, we outline a lightweight framework that positions PoCs as repeatable, analyzable, and decision-oriented artifacts. We conclude by surfacing open challenges intended to provoke discussion on how architectural decisions are currently made in practice.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@inproceedings{paperbot11645,
  title = {Proofs of Concept as First-Class Architectural Decision Instruments},
  author = {Fabio Petrillo and Bruno Antognolli},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3774748.3795875}
}