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Adaptive threshold-based scheduling for real-time and non-real-time traffic

机译:基于自适应阈值的实时和非实时流量的调度

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A study on scheduling mixed real-time and nonreal-time traffic is presented. The work is motivated by the need to provide satisfactory performance tradeoffs in a dynamic load condition where the arrival rates and proportions of the real-time and nonreal-time packets vary with time. The authors first examine two threshold-based schemes, queue length threshold and minimum early threshold, and propose the corresponding adaptive schemes based on results from approximate analysis and simulation. The idea is to improve performance by adjusting tradeoff points adaptively as the arrival rates change. The authors further discuss the idea of integrating the two thresholds. The new algorithm ADP, is evaluated by simulation under various load conditions and compared with other common scheduling disciplines as well as an optimal offline algorithm. It is concluded that, by setting appropriate threshold functions in accordance with the requirements of applications, one can achieve satisfactory bounded loss ratio for real-time packets and acceptably low average delay for nonreal-time packets in a wide range of workload conditions.
机译:介绍了调度混合实时和非延期流量的研究。这项工作是由于需要在动态负载条件下提供令人满意的性能权衡,其中到达速率和实时和非延期数据包的比例随时间而变化。作者首先检查基于阈值的方案,队列长度阈值和最小早期阈值,并根据近似分析和仿真的结果提出相应的自适应方案。由于到达率变化,因此通过适应性地调整权衡点来提高性能。作者进一步讨论了整合了两个阈值的想法。新的算法ADP通过在各种负载条件下进行仿真来评估,并与其他常见的调度学科相比以及最佳的离线算法。得出结论,通过根据应用要求设置适当的阈值函数,可以实现令人满意的有界损失比,以实现实时数据包的宽松平均延迟,在各种工作量条件下的非延迟数据包。

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