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Dec, 2021
DFTS2：在丢包信道上模拟深度特征传输
DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels
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Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajić
TL;DR
本文提出了名为DFTS2的仿真框架，使得研究人员能够在TensorFlow2中对CI系统进行组件定义，并选择各种参数的基于数据包的信道模型，以及在各种信道条件和误差/丢失控制策略下模拟系统行为。利用DFTS2，我们还对协作图片分类模型的丢包隐藏方法进行了迄今为止的最全面的研究。
Abstract
In
edge-cloud
collaborative intelligence
(CI), an unreliable transmission channel exists in the information path of the AI model performing the inference. It is important to be able to simulate the performance of
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