arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2109.10073cs.SE
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人驱动系统的体系结构设计

Architecture Design for Human-Driven Systems

Mahyar T. Moghaddam, Moamin B. Abughazala, Vittorio Cortellessa, Antinisca Di Marco, Henry Muccini, Fabrizio Rossi, Karthik Vaidhyanathan

摘要:

本文强调了人类的社会和流动行为在可持续社会技术系统的持续工程中的作用。我们的方法将人类的特征和意图与系统的目标联系起来,并对这种交互进行建模。这种建模方法将架构设计和相关联的服务质量(QoS)与人类的体验质量(QoE)对齐。我们设计了一个模拟环境,结合基于代理的社会模拟(ABSS)与建筑模型,通过模型驱动的工程方法产生。我们的建模方法有助于选择最佳的架构模型和系统配置,以提高人类和系统的可持续性。我们将我们的方法应用于乌菲兹美术馆的人群管理系统。利用真实数据,我们对影响QoE的不同场景进行建模。然后,我们评估各种架构模型与不同的软件/硬件配置,提出最佳模型的基础上不同的场景有关的QoS-QoE的要求。

英文摘要:

This paper highlights humans' social and mobility behaviors' role in the continuous engineering of sustainable socio-technical systems. Our approach relates the humans' characteristics and intentions with the system's goals, and models such interaction. Such a modeling approach aligns the architectural design and associated quality of service (QoS) with humans' quality of experience (QoE). We design a simulation environment that combines agent-based social simulation (ABSS) with architectural models generated through a model-driven engineering approach. Our modeling approach facilitates choosing the best architectural model and system configuration to enhance both the humans' and system's sustainability. We apply our approach to the Uffizi Galleries crowd management system. Taking advantage of real data, we model different scenarios that impact QoE. We then assess various architectural models with different SW/HW configurations to propose the optimal model based on different scenarios concerning QoS-QoE requirements.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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