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Feb, 2022
使用循环缓冲单元模拟网络路径
Simulating Network Paths with Recurrent Buffering Units
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Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam...
TL;DR
该研究提出了一种名为RBU的新型RNN模型，应用于动态系统和序列决策制定等领域的网络模拟并取得了良好的效果，同时具备标准网络模拟器工具的解释性、神经模型的优势以及基于SGD技术的高效学习的效率。
Abstract
Simulating physical network paths (e.g., Internet) is a cornerstone research problem in the emerging sub-field of
ai-for-networking
. We seek a model that generates end-to-end
packet delay
values in response to th
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