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Scalable playback rate control in P2P live streaming systems

机译:P2P实时流媒体系统中的可扩展回放速率控制

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摘要

Current commercial live video streaming systems are based either on a typical client–server (cloud) or on a peer-to-peer (P2P) architecture. The former architecture is preferred for stability and QoS, provided that the system is not stretched beyond its bandwidth capacity, while the latter is scalable with small bandwidth and management cost. In this paper, we propose a P2P live streaming architecture in which by adapting dynamically the playback rate we guarantee that peers receive the stream even in cases where the total upload bandwidth changes very abruptly. In order to achieve this we develop a scalable mechanism that by probing only a small subset of peers monitors dynamically the total available bandwidth resources and a playback rate control mechanism that dynamically adapts playback rate to the aforementioned resources. We model analytically the relationship between the playback rate and the available bandwidth resources by using difference equations and in this way we are able to apply a control theoretical approach. We also quantify monitoring inaccuracies and dynamic bandwidth changes and we calculate dynamically, as a function of these, the maximum playback rate for which the proposed system able to guarantee the uninterrupted and complete distribution of the stream. Finally, we evaluate the control strategy and the theoretical model in a packet level simulator of a complete P2P live streaming system that we designed in OPNET Modeler. Our evaluation results show the uninterrupted and complete stream delivery (every peer receives more than 99 % of video blocks in every scenario) even in very adverse bandwidth changes.
机译:当前的商业直播视频流系统基于典型的客户端-服务器(云)或对等(P2P)体系结构。如果系统不超出其带宽容量,则前者体系结构是稳定性和QoS的首选,而后者则可以通过较小的带宽和管理成本进行扩展。在本文中,我们提出了一种P2P实时流式传输体系结构,其中通过动态调整播放速率,即使在总上传带宽突然变化的情况下,我们也可以确保对等方接收流。为了实现此目的,我们开发了一种可伸缩的机制,该机制通过仅探测对等点的一小部分来动态地监视总可用带宽资源,以及一种回放速率控制机制,该机制可以动态地使回放速率适应上述资源。通过使用差分方程,我们可以对回放速率和可用带宽资源之间的关系进行分析建模,从而可以应用控制理论方法。我们还量化监视的不准确性和动态带宽变化,并根据这些函数动态计算最大回放速率,为此,所建议的系统能够保证流的不间断和完整分配。最后,我们在OPNET Modeler中设计的完整P2P实时流系统的数据包级模拟器中评估了控制策略和理论模型。我们的评估结果表明,即使在带宽变化非常不利的情况下,流传输也不会中断且完整(每个对等体在每种情况下都接收超过99%的视频块)。

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