Short Communication: Network Flow Prediction using Graph Attention Networks
Abstract
We apply graph attention networks for short-term backbone traffic prediction, reducing mean absolute error by 17% on ISP datasets with robust generalization to diurnal shifts.
Cite this article
Mensah, K., Kowalska, E., & Romero, S. (2025). Short Communication: Network Flow Prediction using Graph Attention Networks. Research Explorations in Global Knowledge & Technology (REGKT), 4 (1). Retrieved from https://regkt.com/article.php?id=195&slug=short-communication-network-flow-prediction-graph-attention-networks