Age of Information Upon Decisions

Yunquan Dong, Zhengchuan Chen, Shanyun Liu, Pingyi Fan
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引用次数: 13

Abstract

We consider an $M/M/1$ update-and-decide system where Poisson distributed decisions are made based on the received updates. We propose to characterize the freshness of the received updates at decision epochs with Age upon Decisions (AuD). Under the first-come-first-served policy (FCFS), the closed form average AuD is derived. We show that the average AuD of the system is determined by the arrival rate and the service rate, and is independent of the decision rate. Thus, merely increasing the decision rate does not improve the timeliness of decisions. Nevertheless, increasing the arrival rate and the service rate can decrease the average AuD efficiently.
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我们考虑一个$M/M/1$更新和决策系统,其中泊松分布式决策是基于接收到的更新做出的。我们建议用决策年龄(AuD)来表征在决策时期收到的更新的新鲜度。在先到先得政策(FCFS)下,导出封闭形式的平均AuD。我们证明了系统的平均AuD由到达率和服务率决定,并且与决策率无关。因此,仅仅提高决策率并不能提高决策的及时性。然而,提高到达率和服务率可以有效地降低平均AuD。
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