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Token Bucket-based Throughput Constraining in Cross-layer Schedulers

机译:跨层调度程序中基于令牌桶的吞吐量约束

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In this paper we consider upper and lower constraining users’ service rates in a slotted, cross-layerscheduler context. Such schedulers often cannot guarantee these bounds, despite the usefulness inadhering to Quality of Service (QoS) requirements, aiding the admission control system or providingdifferent levels of service to users.We approach this problem with a low-complexity algorithm that is easily integrated in any utilityfunction-based cross-layer scheduler. The algorithm modifies the weights of the associated NetworkUtility Maximization problem, rather than for example applying a token bucket to the scheduler’soutput or adding constraints in the physical layer.We study the efficacy of the algorithm through simulations with various schedulers from literatureand mixes of traffic. The metrics we consider show that we can bound the average service ratewithin about five slots, for most schedulers. Schedulers whose weight is very volatile are moredifficult to constrain.
机译:在本文中,我们考虑在时隙,跨层调度程序环境中上下限制用户的服务速率。尽管不遵循服务质量(QoS)要求的有用性,辅助准入控制系统或向用户提供不同级别的服务,但此类调度程序通常仍无法保证这些界限。我们采用低复杂度算法来解决此问题,该算法可轻松集成到任何基于实用程序功能的跨层调度程序。该算法修改了相关联的NetworkUtility最大化问题的权重,而不是例如将令牌桶应用于调度程序的输出或在物理层添加约束。我们通过从文献和流量混合中对各种调度程序进行仿真来研究算法的有效性。我们考虑的指标表明,对于大多数调度程序,我们可以将平均服务费率限制在大约五个时段内。重量非常不稳定的调度程序更难以约束。

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