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Backoff Algorithms Performance in Burst-Like Traffic

机译:突发流量中的退避算法性能

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摘要

In the present paper several backoff algorithms are considered to analysis their behavior in burst-like traffic of smart metering network: Yll'KAN, Binary Exponential and Polynomial backoff algorithms. The comparison was performed by means of transmission successfulness probability estimation using Markov chain models for each algorithm. The results of the calculation showed that YITRAN algorithm outperforms the other ones for almost all kinds of burst-like traffic. The developed software can be used to implement other backoff algorithms and perform their comparison. A novel backoff algorithm was developed, which is basing on the results the comparison.
机译:在本文中,考虑了几种退避算法来分析它们在智能计量网络的突发流量中的行为:Yll'KAN,二进制指数和多项式退避算法。使用每种算法的马尔可夫链模型,通过传输成功概率估计进行比较。计算结果表明,对于几乎所有的类突发流量,YITRAN算法均优于其他算法。开发的软件可用于实现其他退避算法并进行比较。在比较结果的基础上,提出了一种新的退避算法。

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