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P2 A Language for Quantifying Quantum Network Behavior

一种量化量子网络行为的语言
OOPSLA 9(OOPSLA2)2025匹配度 3/10 · 论文在形式语义、概率/可能性行为规约与验证工具方面与程序分析/形式化方法有方法层面的弱关联,但其应用领域是量子网络 Bell pair 分发协议,未涉及用户核心关注的静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析。引用 1 inbox
Anita Buckley, Pavel Chuprikov, Rodrigo Otoni, Robert Soulé, Robert Rand, Patrick Eugster
crossref: 2026-09-10

AI 速览

一句话:提出 PBKAT,一种面向量子网络 Bell pair 分发协议的概率/可能性行为规约、验证与定量分析语言及工具。

量子网络依赖脆弱的 Bell pair 进行通信,协议常面临资源共享竞争和高失败概率,因此需要定量推理。本文提出 PBKAT,一种用于 Bell pair 分发协议规约、验证与优化的表达性语言,提供刻画概率与可能性行为的原语,并给出建模协议执行的语义。作者建立该语义的性质,并将其用于协议行为的定量分析;还实现了自动化工具,在文献中的真实量子网络协议上进行评估。结果表明 PBKAT 既能表达真实协议,也能推理其定量性质。

问题
量子网络协议受制于 Bell pair 的脆弱性、资源共享竞争和高失败率,需要对其行为进行定量推理与验证。
方法
提出 PBKAT 语言,提供概率/可能性行为原语和建模协议执行的语义,建立语义性质并实现自动化分析工具。
评估
在文献中的真实量子网络协议上评估工具,显示 PBKAT 能表达真实协议并推理其定量性质。
原文摘要(Abstract)

Quantum networks have capabilities that are impossible to achieve using only classical information. They connect quantum capable nodes, with their fundamental unit of communication being the Bell pair , a pair of entangled quantum bits. Due to the nature of quantum phenomena, Bell pairs are fragile and difficult to transmit over long distances, thus requiring a network of repeaters along with dedicated hardware and software to ensure the desired results. The intrinsic challenges associated with quantum networks, such as competition over shared resources and high probabilities of failure, require quantitative reasoning about quantum network protocols. This paper develops PBKAT, an expressive language for specification, verification and optimization of quantum network protocols for Bell pair distribution. Our language is equipped with primitives for expressing probabilistic and possibilistic behaviors, and with semantics modeling protocol executions. We establish the properties of PBKAT’s semantics, which we use for quantitative analysis of protocol behavior. We further implement a tool to automate PBKAT’s usage, which we evaluated on real-world protocols drawn from the literature. Our results indicate that PBKAT is well suited for both expressing real-world quantum network protocols and reasoning about their quantitative properties.

链接与引用

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BibTeX
@article{paperbot2951,
  title = {A Language for Quantifying Quantum Network Behavior},
  author = {Anita Buckley and Pavel Chuprikov and Rodrigo Otoni and Robert Soulé and Robert Rand and Patrick Eugster},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {9},
  number = {OOPSLA2},
  year = {2025},
  doi = {10.1145/3763135}
}