**摘要**
Accurate network traffic prediction is a critical element for efficient resource allocation in dynamic urban cellular networks. However, prediction remains challenging because network demand is influenced by complex mobility patterns, congestion dynamics, and heterogeneous user behavior. This paper introduces the Parameter-Efficient Hybrid Transformer (PEHT), a network traffic prediction framework
👤 作者: Abdolazim Rezaei, Mehdi Sookhak, Mahboobeh Haghparast

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🔗 **[通过动态城市拥堵集成进行网络流量预测的参数高效混合变压器（ PEHT ）](https://arxiv.org/abs/2606.28274v1)**

> Parameter Efficient Hybrid Transformer (PEHT) for Network Traffic Prediction via Dynamic Urban Congestion Integration
🏷️ 来源: ArXiv cs.AI
⏱️ 2026-06-29 14:01