离散充水多路径数据包调度

Arno Schneuwly, Derya Malak, M. Médard
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引用次数: 6

摘要

本文研究了由一个发送方(Tx)和一个接收方(Rx)组成的编码点对点多路径(MP)分组擦除信道(PEC)网络模型的性能。网络编码离散充水调度是本工作的核心发明。我们提供了一个优化框架,在不同信道条件的多个网络路径上分配编码数据包,同时最小化传输延迟。与单路径(SP)系统相比,将DWF框架应用于基于反馈的协议显示出显著的吞吐量增益、延迟和效率改进:在具有4条路径的示例网络中,我们将传输速率提高了2倍。这不仅对吞吐量要求高的应用程序(如大文件下载)有利,而且对实时系统(如需要低延迟环境的实时视频流)也有利。此外,我们还提供了DWF算法的优化公式和低复杂度的实现。所提出的研究结果为网络编码MP和网状网络的下一代传输协议的高效调度铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Discrete Water Filling Multi-Path Packet Scheduling
We study the performance of a coded point-to-point multi-path (MP) packet erasure channel (PEC) network model consisting of one sender (Tx) and one receiver (Rx). A network coded discrete water filling (DWF) scheduler is the core invention of this work. We provide an optimization framework to allocate coded packets over multiple network paths of varying channel conditions while minimizing the transmission delay. Applying the DWF framework to a feedback-based protocol shows significant throughput gains, delay and efficiency improvements compared to single path (SP) systems: In an example network with 4 paths we improve the transmission rate by a factor up to 2. This is not only beneficial for throughput-demanding applications such as large file downloads, but also for real-time systems such as livevideo streams which require low-latency environments. Moreover, we provide the optimization formulation for the DWF algorithm and a low-complexity implementation. The presented findings pave the way for efficient scheduling in next-generation transmission protocols for network coded MP and mesh networks.
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