移动边缘计算中rMECal微积分的操作语义和指称语义

Jiaqi Yin, Huibiao Zhu
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引用次数: 0

摘要

在5G时代,用户对时延极其敏感,对可靠性要求严格。MEC的架构可以有效地减少甚至消除返回延迟的影响,其核心思想是对数据进行合理的定位。实际上,大部分工作仍然集中在任务卸载策略的效率与能耗之间的平衡上,很少有工作从形式化方法的角度分析和阐述其卸载特性。因此,在本文中,我们提出了一种实时安全的分层过程计算方法,用于MEC任务卸载。然后,我们从进程和网络层面展示了这种演算的操作语义,以描述程序的工作原理,特别是多对多广播通信的并行组合规则。此外,我们使用实时Maude将微积分和规则形式化,并以车联网为例说明了微积分和操作语义的可用性。此外,我们给出了该演算的指称语义,以表达基于程序设计统一理论(UTP)方法的程序执行,并显示了基本的代数性质。我们相信本文可以为MEC中形式理论的探索提供指导。
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The Operational and Denotational Semantics of rMECal Calculus for Mobile Edge Computing
In the era of 5G, users are extremely sensitive to time delay and have strict reliability requirements. The architecture of MEC can effectively reduce or even eliminate the impact of return delay, whose core idea is to localize the data reasonably. Actually, most of the work still concentrated on the balance between the efficiency and energy consumption of task offloading strategy, but few work analyzed and expounded its offloading characteristics from the perspective of formal methods. Henceforth, In this paper, we propose a real-time secure hierarchical process calculus rMECal of task offloading for MEC. Then we show the operational semantics of this calculus from the process and network levels to describe how the program works, especially the parallel composition rule for many-to-many broadcast communication. In addition, we formalize the calculus and rules with real-time Maude, and adopt the example of Internet of Vehicles to illustrate the availability of the calculus and operational semantics. Moreover, we give the denotational semantics of this calculus to express what the program executes based on the Unifying Theories of Programming (UTP) approach, and show the fundamental algebraic properties. We believe that this paper can provide a guidance for exploring the formal theories in MEC.
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