Feedforward Neural Networks for Caching: Enough or Too Much?

Vladyslav Fedchenko, Giovanni Neglia, Bruno Ribeiro

We propose a caching policy that uses a feedforward neural network (FNN) to predict content popularity. Our scheme outperforms popular eviction policies like LRU or ARC, but also a…