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New Exploration of Packet-Pair Probing for Available Bandwidth Estimation and Traffic Characterization

机译:用于可用带宽估计和流量特性的数据包对探究的新探索

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The Packet-pair dispersion techniques are the most common probing-based approach to measuring the bottleneck capacity of a path. In practice, the dispersion measurement, and therefore the bandwidth estimation, could be seriously distorted by the cross traffic queuing between or in front of the probe packet pair. Almost all the existing packet-pair techniques depend on heuristic filtering methods to find a final capacity estimate. In this paper, we take a different perspective to exploit the cross-traffic effect. We develop a queueing model to describe the output packet-pair dispersions interfered by the cross traffic, based on which a new measurement technique to estimate the available bandwidth is derived. Another important contribution is that we for the first time reveal that the statistics of the cross traffic, e.g. the marginal distribution and the autocovariance function of the arrival process, can also be inferred from the stochastic behavior of the output packet dispersions. Efficiency of the proposed available bandwidth estimation and traffic characterization techniques are demonstrated by computer simulations.
机译:分组对色散技术是测量路径瓶颈容量的最常见的基于探测方法。在实践中,色散测量和因此带宽估计可以由探测分组对前面或在前面的交叉流量排队来严重扭曲。几乎所有现有的数据包对技术都依赖于启发式过滤方法来查​​找最终容量估计。在本文中,我们采取了不同的视角来利用交叉路交通效果。我们开发了一种排队模型来描述由交叉流量干扰的输出分组对分散,基于哪种新的测量技术来估计可用带宽。另一个重要贡献是我们第一次揭示交通交通的统计数据,例如,还可以从输出分组分散体的随机行为推断出到达过程的边缘分布和自电共同功能。通过计算机仿真证明了所提出的可用带宽估计和流量表征技术的效率。

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