基于数字孪生的智能家居软件寿命架构

Peter Zdankin, Marco Picone, M. Mamei, Torben Weis
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引用次数: 1

摘要

智能家居通常由资源和功能有限的智能对象(so)组成,因此限制了可以在其上执行的应用程序的复杂性。特别是,在智能家居中更新智能对象是一项具有挑战性的任务,因为如果看似无关紧要的更新导致先前建立的依赖关系中断,则会影响部署的寿命。在本文中,我们提出了一种架构,我们称之为长寿数字双胞胎(LDTs),作为SOs的战略对应物,旨在在边缘运行,尽可能地本地化智能家居。通过这种架构,SO的功能可以得到增强,以支持智能家居中的软件更新过程。在这种情况下,有远见的软件管理既需要描述相关功能的本地能力,也需要了解分布式系统中现有的依赖关系。通过模拟智能家居环境,我们首先测量了传统更新策略的影响,然后展示了ldt对该问题的显著改进。进一步,我们对一个真实用例进行了分析,该用例展示了ldt的潜力,即它不仅可以防止安装破坏性更新,还可以扩展SOs的功能及其整体寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Digital-Twin Based Architecture for Software Longevity in Smart Homes
Smart homes usually consist of smart objects (SOs) with limited resources and capabilities, and therefore constrain the complexity of applications that can be performed on them. In particular, updating smart objects within a smart home is a challenging undertaking, as seemingly insignificant updates affect the longevity of the deployment if they cause previously established dependencies to break. In this paper, we propose an architecture that we call Longevity Digital Twins (LDTs) as a strategic counterpart of SOs, aimed at running at the edge, as local to the smart home as possible. With this architecture, the capabilities of a SO can be virtually enhanced to support the software update process in the smart home. In this context, foresighted software management requires both a local capability to describe involved functionalities together with awareness about existing dependencies in this distributed system. Using a simulated smart home environment, we first measure the impact of conventional update strategies and then present the noticeable improvement that LDTs offer to this problem. Going further, we present the analysis of a real-world use case that showcases the potential of LDTs on how it could not only prevent the installation of breaking updates but also extend a SOs capabilities and its overall longevity.
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