Caching as an Image Characterization Problem using Deep Convolutional Neural Networks

16 Jul 2019Yantong WangVasilis Friderikos

Caching of popular content closer to the mobile user can significantly increase overall user experience as well as network efficiency by decongesting backbone network segments in the case of congestion episodes. In order to find the optimal caching locations, many conventional approaches rely on solving a complex optimization problem that suffers from the curse of dimensionality, which may fail to support online decision making... (read more)

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