Pull or Wait: How to Optimize Query Age of Information

M. Emrullah Ildiz;Orhan T. Yavascan;Elif Uysal;O. Tugberk Kartal
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引用次数: 0

Abstract

We study a pull-based status update communication model where a source node submits update packets to a channel with random transmission delay, at times requested by a remote destination node. The objective is to minimize the average query-age-of-information (QAoI), defined as the average age-of-information (AoI) measured at query instants that occur at the destination side according to a stochastic arrival process. In reference to a push-based problem formulation defined in the literature where the source decides to update or wait at will, with the objective of minimizing the time average AoI at the destination, we name this problem the Pull-or-Wait (PoW) problem. We identify the PoW problem in the case of a single query as a stochastic shortest path (SSP) problem with uncountable state and action spaces, which has not been solved in previous literature. We derive an optimal solution for this SSP problem and use it as a building block for the solution of the PoW problem under periodic query arrivals.
拉动或等待:如何优化查询信息时代
我们研究了一种基于拉动的状态更新通信模型,源节点在远程目的节点要求的时间向具有随机传输延迟的信道提交更新数据包。目标是最小化平均查询信息年龄 (QAoI),QAoI 定义为根据随机到达过程在目的端发生的查询时刻测量的平均信息年龄 (AoI)。参照文献中定义的基于推送的问题表述,即信源决定随意更新或等待,目标是最小化目的地的时间平均 AoI,我们将此问题命名为 "拉动或等待(Pull-or-Wait,PoW)"问题。我们将单个查询情况下的 PoW 问题确定为一个随机最短路径(SSP)问题,其状态和行动空间都是不可数的。我们推导出了该 SSP 问题的最优解,并将其作为解决周期性查询到达情况下 PoW 问题的基石。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
8.20
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0.00%
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0
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