物联网建模:模拟视角

Gabriele D’angelo, S. Ferretti, V. Ghini
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引用次数: 22

摘要

本文讨论了如何正确地模拟物联网(loT)的问题。模拟loT允许评估可用于在不同类型的区域上部署智能服务的策略。然而,场景的异质性严重复杂化了这项任务。这就要求使用复杂的建模和仿真技术。我们讨论了提供可扩展模拟场景的新方法,这些方法可以实现大规模物联网环境的实时执行。关注新的混合和多级仿真技术,当与基于代理的自适应并行和分布式仿真(PADS)方法相结合时,可以提供按需执行高度详细的仿真的手段。为了支持这一说法,我们详细介绍了一个与车辆运输系统模拟有关的用例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling the Internet of Things: a simulation perspective
This paper deals with the problem of properly simulating the Internet of Things (loT). Simulating an loT allows evaluating strategies that can be employed to deploy smart services over different kinds of territories. However, the heterogeneity of scenarios seriously complicates this task. This imposes the use of sophisticated modeling and simulation techniques. We discuss novel approaches for the provision of scalable simulation scenarios, that enable the real-time execution of massively populated IoT environments. Attention is given to novel hybrid and multi-level simulation techniques that, when combined with agent-based, adaptive Parallel and Distributed Simulation (PADS) approaches, can provide means to perform highly detailed simulations on demand. To support this claim, we detail a use case concerned with the simulation of vehicular transportation systems.
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