时间敏感型网络的故障注入和可靠性分析

IF 8.7 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2024-11-06 DOI:10.1109/JIOT.2024.3492134
Renan M. Silva;Aellison C. T. Santos;Iguatemi E. Fonseca;Vivek Nigam
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引用次数: 0

摘要

时间敏感网络(TSN)使用时间调度提供高性能的确定性通信。理论上,TSN调度的严谨性是实现确定性通信的关键。然而,真实的设备容易出错。基于tsn的应用程序需要容错和端到端延迟保证。在这项工作中,我们识别了TSN调度方法的局限性,增强了仿真模型嵌套以实现故障注入。故障注入是通过引入新的组件和模块,借助概率分布来模拟永久、瞬态和间歇性故障来实现的。我们评估了故障注入的有效性,将延迟和抖动结果与调度生成器TSNsched期望的结果进行了比较,并提出了一种在故障场景下提高网络可靠性的技术。最后,我们通过实验演示了应用本文中描述的容错调度方法的影响,无论网络中是否存在故障,都可以实现无抖动调度。
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Fault Injection and Reliability Analysis on Time-Sensitive Networking
Time-sensitive networking (TSN) provides high-performance deterministic communication using time scheduling. In theory, the rigor of a TSN schedule is the key to achieving deterministic communication. However, real devices are prone to errors. TSN-based applications require both fault-tolerance and end-to-end latency guarantee. In this work, we identify the limitations of the TSN scheduling method, enhancing the simulation model NeSTiNg to enable fault-injection. The fault-injection is done by introducing new components, and modules to emulate permanent, transient, and intermittent faults with the aid of probability distributions. We evaluate the effectiveness of the fault-injection comparing the latency and jitter results to the ones expected by the schedule generator TSNsched, also presenting a technique to increase network reliability on faulty scenarios. Finally, we demonstrate through experiments the impact of applying the fault-tolerant scheduling approach described in this article, achieving jitter-free schedules regardless of the presence of faults in the network.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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