DeePref: Deep Reinforcement Learning for Video Prefetching in Content Delivery Networks
2024 33RD INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, ICCCN 2024（2024）
关键词
Deep Reinforcement Learning,Content Delivery Network,Transfer Learning,Domain Shift,Quality Of Experience,Real-world Datasets,Video Content,Changes In Usage,Caching,Access Patterns,User Requests,Internet Traffic,Content Popularity,State Space,Long Short-term Memory,Recurrent Neural Network,Dynamic Approach,Heterogeneous Network,Access Network,Recommender Systems,Deep Q-network,Cloud Network,Cache Hit,Temporal Difference Learning,Cache Misses,Round-trip Time,Backpropagation Through Time,Mobile Edge Computing,Markov Decision Process,Gated Recurrent Unit
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