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Backpressure-based control protocols: Design and computational aspects

机译:基于背压的控制协议:设计和计算方面

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Congestion control in packet-based networks is often realized by feedback protocols. In this paper we assess their performance under a back-pressure mechanism that has been proposed and standardized for Ethernet metropolitan networks. In such a mechanism the service rate of an upstream queue is reduced when the downstream queue is congested, in order to protect the downstream queue. We study a Markovian model that captures the essentials of the protocol, but at the same time allows for numerical analysis. We first derive explicit results for the stability condition of the model (which turns out to be nontrivial). Then we present logarithmic estimates of the probability of buffer overflow in the second queue, which are subsequentially used when devising an efficient simulation procedure based on importance sampling. We conclude the paper by presenting a number of numerical results, and some general design guidelines.
机译:基于分组的网络中的拥塞控制通常通过反馈协议来实现。在本文中,我们在针对以太网城域网提出并标准化的反压机制下评估它们的性能。在这种机制中,当下游队列拥塞时,降低上游队列的服务速率,以保护下游队列。我们研究了一个马尔可夫模型,该模型捕获了协议的要点,但同时允许进行数值分析。我们首先针对模型的稳定性条件得出明确的结果(事实证明这是不平凡的)。然后,我们提出了第二个队列中缓冲区溢出概率的对数估计,这些估计随后在基于重要性采样设计有效的仿真过程时使用。我们通过提供一些数值结果和一些通用设计准则来结束本文。

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