DeepTP: An End-to-End Neural Network for Mobile Cellular Traffic Prediction.

Jie Feng,Xinlei Chen,Rundong Gao,Ming Zeng,Yong Li

IEEE Network（2018）

引用 106|浏览15

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摘要

The past 10 years have witnessed the rapid growth of global mobile cellular traffic demands due to the popularity of mobile devices. While accurate traffic prediction becomes extremely important for stable and high-quality Internet service, the performance of existing methods is still poor due to three challenges: complicated temporal variations including burstiness and long periods, multi-variant...

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关键词

Feature extraction,Predictive models,Networked control systems,Poles and towers,Forecasting,Base stations,Neural networks,Cellular networks,Telecommunication traffic,Traffic control

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