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Bandwidth Modeling and Estimation in Peer to Peer Networks

机译:对等网络中的带宽建模和估计

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Recent studies have shown that the majority of today’s internet traffic is related to Peer to Peer (P2P) traffic. The study of bandwidth in P2P networks is very important. Because it helps us in more efficient capacity planning and QoS provisioning when we would like to design a large scale computer networks. In this paper motivated by the behavior of peers (sources or seeds) that is modeled by Ornstein Uhlenbeck (OU) process, we propose a model for bandwidth in P2P networks. This model is represented with a stochastic integral. We also model the bandwidth when we have multiple downloads or uploads. The autocovariance structure of bandwidth in either case is studied and the statistical parameters such as mean, variance and autocovariance are obtained. We then study the queue length behavior of the bandwidth model. The methods for generating synthetic bandwidth process and estimation of the bandwidth parameters using maximum likehood estimation are presented.
机译:最近的研究表明,当今的互联网流量大部分与点对点(P2P)流量有关。对P2P网络带宽的研究非常重要。因为当我们要设计大型计算机网络时,它可以帮助我们进行更有效的容量规划和QoS设置。在本文中,受Ornstein Uhlenbeck(OU)流程建模的对等方(源或种子)行为的启发,我们提出了P2P网络中的带宽模型。该模型用随机积分表示。当我们有多个下载或上传时,我们还会对带宽进行建模。研究了两种情况下带宽的自协方差结构,并获得了均值,方差和自协方差等统计参数。然后,我们研究带宽模型的队列长度行为。提出了用于生成合成带宽过程和使用最大似然估计来估计带宽参数的方法。

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