Multi-Scenario Cellular KPI Prediction Based on Spatiotemporal Graph Neural Network

With the increasing demand for high-quality telecommunication services, cellular KPI prediction becomes crucial for telecommunication network monitoring and management. In this work, we propose a novel framework for cellular KPI prediction, which considers its distribution discrepancy under differen...

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Veröffentlicht in:	IEEE transactions on automation science and engineering 2024-06, p.1-12
Hauptverfasser:	Lin, Junpeng, Lan, Tian, Zhang, Bo, Lin, Ke, Miao, Dandan, He, Huiru, Ye, Jiantao, Zhang, Chen, Li, Yan-Fu
Format:	Artikel
Sprache:	eng
Schlagworte:	Cellular network Cellular networks Correlation graph neural network Graph neural networks Key performance indicator multi-scenario multivariate time series prediction Predictive models Spatiotemporal phenomena Time series analysis transfer learning
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