A federated-learning plus graph-neural-network caching method is tested on MovieLens and achieves cache hit rates slightly above an autoencoder-based federated benchmark.
Proactive caching and bandwidth allocation in heterogenous networks by learning from historical numbers of requests
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Graph Federated Learning Based Proactive Content Caching in Edge Computing
A federated-learning plus graph-neural-network caching method is tested on MovieLens and achieves cache hit rates slightly above an autoencoder-based federated benchmark.