AoI Scheduling with Maximum Thresholds
Chengzhang Li, Shaoran Li, Yongce Chen, Y. Thomas Hou, Wenjing Lou
摘要
Age of Information (AoI) is an application layer performance metric that quantifies the freshness of information. This paper investigates scheduling problems at network edge when each source node has an AoI requirement (which we call Maximum AoI Threshold (MAT)). Specifically, we want to determine whether or not a vector of MATs for the source nodes is schedulable, and if so, find a feasible scheduler for it. For a small network, we present an optimal procedure called Cyclic Scheduler Detection (CSD) that can determine the schedulability with absolute certainty. For a large network where CSD is not applicable, we present a novel low-complexity procedure, called Fictitious Polynomial Mapping (FPM), and prove that FPM can find a feasible scheduler for any MAT vector when the load is under ln 2. We use extensive numerical results to validate our theoretical results and show that the performance of FPM is significantly better than a state-of-the-art scheduling algorithm.
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引用它的顶会 Paper4
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- Aion: A Bandwidth Optimized Scheduler with AoI GuaranteeQingyu Liu, Chengzhang Li, Y. Thomas Hou, Wenjing Lou 等INFOCOM 2021 · 被引用 26 次
- Eywa: A General Approach for Scheduler Design in AoI OptimizationChengzhang Li, Shaoran Li, Qingyu Liu, Y. Thomas Hou 等INFOCOM 2023 · 被引用 14 次
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