基于动态快照一致性要求的车辆信息物理系统时序数据调度

Kai Liu, V. Lee, J. Ng, S. Son, E. Sha
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引用次数: 14

摘要

及时有效的数据传播是实现车载信息物理系统(VCPS)创新应用的基本要求之一。在这项工作中,我们集中分析了VCPS中时间数据传播的特征。在此基础上,我们制定了为临时数据项提供实时请求的静态和动态快照一致性需求。针对不同的要求,提出了两种在线算法来提高系统的性能。特别是,开发了一种重新调度机制,使调度适应动态快照一致性要求。综合性能评估表明了所提算法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems
Timely and efficient data dissemination is one of the fundamental requirements to enable innovative applications in vehicular cyber-physical systems (VCPS). In this work, we intensively analyze the characteristics of temporal data dissemination in VCPS. On this basis, we formulate the static and dynamic snapshot consistency requirements on serving real-time requests for temporal data items. Two online algorithms are proposed to enhance the system performance with different requirements. In particular, a reschedule mechanism is developed to make the scheduling adaptable to the dynamic snapshot consistency requirement. A comprehensive performance evaluation demonstrates the superiority of the proposed algorithms.
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