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Distributed Averaging on Asynchronous Communication Networks

机译:异步通信网络上的分布式平均

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Distributed algorithms for averaging have attracted interest in the control and sensing literature. However, previous works have not addressed some practical concerns that will arise in actual implementations on packet-switched communication networks such as the Internet. In this paper, we present several implementable algorithms that are robust to asynchronism and dynamic topology changes. The algorithms do not require global coordination and can be proven to converge under very general asynchronous timing assumptions. Our results are verified by both simulation and experiments on a real-world TCP/IP network.
机译:用于平均的分布式算法引起了控制和传感文献的兴趣。但是,先前的工作并未解决在诸如因特网的分组交换通信网络的实际实现中会出现的一些实际问题。在本文中,我们提出了几种对异步性和动态拓扑变化具有鲁棒性的可实现算法。该算法不需要全局协调,可以证明在非常通用的异步时序假设下收敛。我们的结果在真实的TCP / IP网络上通过仿真和实验进行了验证。

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