One Step Further: Tunable and Explainable Throughput Prediction based on Large-scale Commercial Networks

2021 IEEE 4th 5G World Forum (5GWF)(2021)

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摘要
Throughput prediction remains a relevant and challenging problem in the area of wireless networking. Both users and service providers would benefit from the predictive Quality of Service (QoS) which has the potential to improve perceived service quality by users but also provide valuable insights for the network planning, optimization, and deployment. There are many factors that can hinder the ado...
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关键词
throughput,4G,LTE,machine learning,AI,QoS,QoE
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