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Age-Optimal Scheduling for Heterogeneous Traffic With Timely Throughput Constraints

机译:具有及时吞吐量约束的异构流量的年龄 - 优化调度

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摘要

We consider a base station supporting two types of traffics, i.e., status update traffic and timely throughput traffic. The goal is to improve the information freshness of status update traffic while satisfying timely throughput constraints. Age of Information (AoI) is adopted as a metric for information freshness. We first propose an age-aware policy that makes scheduling decisions based on the current value of AoI directly. Given timely throughput constraint, an upper bound of the weighted average AoI under this policy is provided. To evaluate policy performance, it is important to obtain the minimum weighted average AoI achievable given timely throughput constraint. A low complexity method is proposed to estimate a lower bound of this value. Furthermore, inspired by the estimation procedure, we design an age-oblivious policy that does not rely on the current AoI to make scheduling decisions. Surprisingly, simulation results show that the weighted average AoI of the age-oblivious policy is comparable to that of the age-aware policy, and both are close to the lower bound.
机译:我们考虑支持两种类型的流量的基站,即状态更新流量和及时吞吐量流量。目标是提高状态更新流量的信息新鲜度,同时满足及时吞吐量约束。信息年龄(AOI)被用作信息新鲜度的指标。我们首先提出了一个年龄感知的政策,该策略使得根据AOI的当前值直接制作调度决策。给出了及时的吞吐量约束,提供了根据此策略下的加权普通AOI的上限。为了评估策略性性能,重要的是要获得及时吞吐量约束可实现的最小加权平均值AOI。提出了一种低复杂性方法来估计该值的下限。此外,受到估计程序的启发,我们设计了一个不依赖当前AOI进行调度决策的年龄令人沮丧的政策。令人惊讶的是,仿真结果表明,令人沮丧的政策的加权平均AOI与年龄感知政策的加权平均AOI相当,两者都接近下限。

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