Payload-Size and Deadline-Aware scheduling for time-critical Cyber Physical Systems

Marcus Haferkamp, Benjamin Sliwa, Christoph Ide, C. Wietfeld
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引用次数: 12

Abstract

High transfer speeds, low latencies and a widespread availability qualify Long Term Evolution (LTE) for various applications and services in the field of Human-to-Human (H2H) as well as fast growing Vehicle-To-X (V2X) and Cyber Physical Systems (CPS) communications. As a result, a steady growth of mobile data traffic causing an increasing interaction of different traffic classes can be observed. In order to ensure timely transmissions of time-critical data in the future, we propose the novel Payload-Size and Deadline-Aware (PayDA) scheduling approach and compare its performance regarding the compliance with deadlines with those of other common packet scheduling mechanisms. The performance analysis is done with the complex and open-source LTE simulation environment LTE-Sim. The results show that the average latency can be reduced by the factor of 20 and the mean goodput can be enhanced by a factor of about 3.5 for a high miscellaneous data traffic. In case of a heavy homogeneous and time-critical data traffic the mean Deadline-Miss-Ratio (DMR) can be decreased by about 35%.
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时间关键型网络物理系统的有效载荷大小和截止日期感知调度
高传输速度、低延迟和广泛的可用性使长期演进(LTE)技术适用于人与人(H2H)以及快速增长的车对x (V2X)和网络物理系统(CPS)通信领域的各种应用和服务。因此,可以观察到移动数据流量的稳定增长导致不同流量类别的交互增加。为了保证未来时间关键型数据的及时传输,我们提出了新的PayDA (Payload-Size and Deadline-Aware)调度方法,并将其在遵守截止日期方面的性能与其他常见的分组调度机制进行了比较。性能分析是在复杂的开源LTE仿真环境LTE- sim中完成的。结果表明,对于高杂项数据流量,平均延迟可降低20倍,平均goodput可提高约3.5倍。在大量同质和时间关键型数据流量的情况下,平均截止日期缺失率(DMR)可以降低约35%。
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