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Efficient algorithms for multi-sender data transmission in swarm-based peer-to-peer streaming systems

机译:基于群体的点对点流系统中多发送者数据传输的高效算法

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摘要

In peer-to-peer (P2P) swarm-based streaming systems, each video sequence is typically divided into segments, which are then streamed from multiple senders to a receiver. The receiver needs to coordinate the senders by specifying a transmission schedule for each of them. Our goal is to compute the transmission schedules in order to maximize the video quality at the receivers. We prove that this problem is NP-Complete. We present an Integer Linear Programming (ILP) formulation for this problem. This optimal solution, however is computationally expensive and is not suitable for real-time streaming systems. Thus, we propose an approximation algorithm to solve this problem, which has an approximation factor of 2. We implement the proposed algorithm in a P2P simulator and in a P2P prototype system. Our evaluation results indicate that the proposed algorithm outperforms other algorithms deployed in current systems.
机译:在基于对等(P2P)群体的流系统中,通常将每个视频序列划分为多个段,然后将其从多个发送方流传输到接收方。接收者需要通过为每个发送者指定传输时间表来协调发送者。我们的目标是计算传输时间表,以使接收器处的视频质量最大化。我们证明这个问题是NP完全的。我们针对此问题提出了整数线性规划(ILP)公式。然而,该最佳解决方案在计算上昂贵并且不适用于实时流传输系统。因此,我们提出了一种近似算法来解决该问题,其近似因子为2。我们在P2P模拟器和P2P原型系统中实现了该算法。我们的评估结果表明,该算法优于当前系统中部署的其他算法。

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    Shen Yuanbin;

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  • 年度 2010
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