Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing - Qiao, Dewen; Guo, Songtao; Liu, Defang; Long, Saiqin; Zhou, Pengzhan; Li, Zhetao (IEEE transactions on parallel and distributed systems, 2022)
Keywords: Adaptation models; Adaptive algorithms; Caching; Cloud computing; Content caching; Data models; Deep learning; deep reinforcement learning; Delays; Edge computing; Efficiency; Feature extraction; federated learning; Internet of Things; Iterative methods; Machine learning; Optimization; Reinforcement learning; resource constraint; Servers; Training