Minimizing the Age of Information Through Queues

被引:115
作者
Bedewy, Ahmed M. [1 ]
Sun, Yin [2 ]
Shroff, Ness B. [1 ,3 ]
机构
[1] Ohio State Univ, Dept ECE, Columbus, OH 43210 USA
[2] Auburn Univ, Dept ECE, Auburn, AL 36849 USA
[3] Ohio State Univ, Dept CSE, Columbus, OH 43210 USA
基金
美国国家科学基金会;
关键词
Age of information; information update system; new-better-than-used; date freshness; replication;
D O I
10.1109/TIT.2019.2912159
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate scheduling policies that minimize the age of information in single-hop queueing systems. We propose a Last-Generated, First-Serve (LGFS) scheduling policy, in which the packet with the earliest generation time is processed with the highest priority. If the service times are i.i.d. exponentially distributed, the preemptive LGFS policy is proven to be age-optimal in a stochastic ordering sense. If the service times are i.i.d. and satisfy a New-Better-than-Used (NBU) distributional property, the non-preemptive LGFS policy is shown to be within a constant gap from the optimum age performance. These age-optimality results are quite general: (i) they hold for arbitrary packet generation times and arrival times (including out-of-order packet arrivals); (ii) they hold for multi-server packet scheduling with the possibility of replicating a packet over multiple servers; (iii) and they hold for minimizing not only the time-average age and mean peak age, but also for minimizing the age stochastic process and any non-decreasing functional of the age stochastic process. If the packet generation time is equal to the packet arrival time, the LGFS policies reduce to the Last-Come, First-Serve (LCFS) policies. Hence, the age optimality results of LCFS-type policies are also established.
引用
收藏
页码:5215 / 5232
页数:18
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