信息新鲜与同步的无线调度:基于漂移的设计与大流量分析

Changhee Joo, A. Eryilmaz
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引用次数: 70

摘要

我们考虑无线网络中的调度问题,目的是跨多个流在接收端保持最新和同步(也称为对齐)的信息。这与用于优化长期性能指标(如吞吐量、公平性或平均延迟)的更传统的调度方法形成对比。对于分布式网络物理系统来说,将信息的年龄保持在一个较低且大致相等的水平是特别重要的,因为控制决策的有效性主要取决于来自多个来源/传感器的信息的新鲜度和同步性。在这项工作中,我们首先揭示了几种流行的MaxWeight调度解决方案的弱点,这些解决方案利用队列长度、延迟和年龄信息作为它们的权重。然后,我们开发了一种新的基于年龄的调度器,该调度器在其决策中结合了年龄和传入数据包的到达间隔时间,从而显著提高了接收方的信息新鲜度。我们通过大流量分析来表征我们的策略的性能,该分析建立了系统信息新鲜度的上限和下限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless scheduling for information freshness and synchrony: Drift-based design and heavy-traffic analysis
We consider the problem of scheduling in wireless networks with the aim of maintaining up-to-date and synchronized (also called, aligned) information at the receiver across multiple flows. This is in contrast to the more conventional approach of scheduling for optimizing long-term performance metrics such as throughput, fairness, or average delay. Maintaining the age of information at a low and roughly equal level is particularly important for distributed cyber-physical systems, in which the effectiveness of the control decisions depends critically on the freshness and synchrony of information from multiple sources/sensors. In this work, we first expose the weakness of several popular MaxWeight scheduling solutions that utilize queue-length, delay, and age information as their weights. Then, we develop a novel age-based scheduler that combines age with the interarrival times of incoming packets in its decisions, which yields significant gains in the information freshness at the receiver. We characterize the performance of our strategy through a heavy-traffic analysis that establishes upper and lower bounds on the freshness of system information.
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