基于tsn的DMCS中动态槽位扩展的高临界任务调度

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Haoran Li;Tong Zhang;Kun Zhu
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引用次数: 0

摘要

随着工业4.0的发展,分布式混合临界系统(DMCS)已被广泛应用于物联网和航空航天领域的各种复杂任务。为了保证DMCS中高临界任务的可靠性和端到端服务质量(QoS),可以采用具有固有确定性的时间敏感网络(TSN)提供确定性的低延迟传输服务。然而,在现代DMCS中,终端系统(ESs)上使用的突发事件高临界任务和事件触发调度机制与TSN中采用的时间触发调度机制存在显著冲突。在本文中,我们修改了TSN中的标准静态调度约束,并引入了新的约束,以在原始事件触发调度机制的基础上在ESs上强制TT调度行为。此外,我们提出了一种基于优先级的动态槽扩展(PDSE)方法来处理DMCS中产生的紧急高临界任务。仿真结果表明,我们提出的TT约束与标准TSN调度兼容,能够在均匀触发的ESs上实现周期性高临界任务的TT调度。此外,端到端时延和时延抖动的结果表明,与其他方法相比,PDSE可以更好地调度DMCS中的紧急高临界任务,同时对其他高临界任务的影响较小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Slot Extension-Based High-Criticality Tasks Scheduling in TSN-Based DMCS
With the development of Industry 4.0, distributed mixed-criticality systems (DMCS) have been widely applied to handle various complex tasks in IoT and aerospace fields. To ensure the reliability and end-to-end Quality of Service (QoS) of high-criticality tasks in DMCS, time-sensitive networking (TSN) with inherent determinism can be adopted to provide deterministic low-latency transmission service. However, in modern DMCS, the emergency burst high-criticality tasks and the event-triggered scheduling mechanism used on end systems (ESs) conflict significantly with the time-triggered (TT) scheduling mechanism adopted in TSN. In this article, we modify the standard static scheduling constraints in TSN and introduce new constraints to enforce TT scheduling behavior on ESs based on the original event-triggered scheduling mechanism. Additionally, we propose a priority-based dynamic slot extension (PDSE) method to handle the emergency high-criticality tasks generated in DMCS. The simulation results show that our proposed TT constraint is compatible with the standard TSN scheduling, enabling TT scheduling of periodic high-criticality tasks on even-triggered ESs. Moreover, the results of end-to-end delays and delay jitters indicate that compared to other methods, PDSE can better schedule emergency high-criticality tasks in DMCS while exerting a lower impact on other high-criticality tasks.
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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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