Joint Demand Forecasting and DQN-Based Control for Energy-Aware Mobile Traffic Offloading
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DOI: 10.1109/access.2020.2985679
Abstract: With the explosive growth in demand for mobile traffic, one of the promising solutions is to offload cellular traffic to small base stations for better system efficiency. Due to increasing system complexity, network operators are… read more here.
Keywords: demand forecasting; traffic offloading; aware mobile; mobile traffic ... See more keywords
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2020.3020582
Abstract: With the rapid development of mobile cellular technologies and the increasing popularity of mobile and Internet of Things (IoT) devices, timely mobile traffic forecasting with high accuracy becomes more and more critical for proactive network… read more here.
Keywords: network; collaborative global; traffic; prediction ... See more keywords