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Analysis of Resource Transfers in Peer-to-Peer File Sharing Applications using Fluid Models

机译:使用流体模型分析点对点文件共享应用程序中的资源转移

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摘要

This paper proposes a stochastic fluid flow model to compute the transfer time distribution of resources in peer-to-peer file sharing applications. The amount of bytes transferred among peers is represented by a continuous quantity (the fluid level) whose flow rate is modulated by a set of discrete states representing the concurrent upload and download operations on the peers participating to the transfer. A transient solution of the model is then performed to compute the probability that a peer can download a given resource in less than t units of time as a function of several system parameters. In particular, the impact of file popularity, bandwidth characteristics, concurrent downloads and uploads, cooperation level among peers, and user behavior are included in our model specification. We also provide numerical results aiming at proving the potentialities of the approach we adopted as well as to investigate interesting issues related to the effect of incentive mechanisms on the user cooperation.
机译:本文提出了一种随机流体模型,用于计算点对点文件共享应用程序中资源的传输时间分布。在对等端之间传输的字节数由连续量(液位)表示,其流量由一组离散状态调制,这些状态代表参与传输的对等端上的并发上载和下载操作。然后执行模型的瞬态解,以计算对等方可以在少于t的时间单位内根据几个系统参数下载对等资源的概率。尤其是,文件受欢迎程度,带宽特征,并发下载和上传,同级之间的协作水平以及用户行为的影响都包含在我们的模型规范中。我们还提供了数值结果,旨在证明我们采用的方法的潜力以及调查与激励机制对用户合作的影响有关的有趣问题。

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