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Accelerating traffic engineering optimization for segment routing: A recommendation perspective 期刊论文
COMPUTER NETWORKS, 2025, 卷号: 264, 页码: 12
作者:  Wang, Linghao;  Wang, Miao;  Lin, Chungang;  Zhang, Yujun
收藏  |  浏览/下载：7/0  |  提交时间：2025/06/25
Traffic engineering  Segment routing  Routing optimization  
Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective 期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 卷号: 43, 期号: 2, 页码: 510-523
作者:  Liu, Yi;  Geng, Nan;  Xu, Mingwei;  Yang, Yuan;  Dong, Enhuan;  Liu, Chenyi;  Gan, Qiaoyin;  Li, Qing;  Wu, Jianping
收藏  |  浏览/下载：26/0  |  提交时间：2025/06/25
Routing  Real-time systems  Feature extraction  Computational modeling  Clustering algorithms  Quality of service  Optimization models  Classification algorithms  Transforms  Topology  Traffic engineering  traffic matrix classification  machine learning  
SNS: Smart Node Selection for Scalable Traffic Engineering in Segment Routing Networks 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 1, 页码: 92-106
作者:  Wang, Linghao;  Lu, Lu;  Wang, Miao;  Li, Zhiqiang;  Yang, Hongwei;  Zhu, Shuyong;  Zhang, Yujun
收藏  |  浏览/下载：24/0  |  提交时间：2025/06/25
Scalability  Routing  Costs  Computational modeling  Network topology  Task analysis  Topology  Traffic engineering  segment routing  reinforcement learning  routing optimization  
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 16
作者:  Liu, Qingxiang;  Sun, Sheng;  Liang, Yuxuan;  Xu, Xiaolong;  Liu, Min;  Bilal, Muhammad;  Wang, Yuwei;  Li, Xujing;  Zheng, Yu
收藏  |  浏览/下载：9/0  |  提交时间：2025/06/25
Predictive models  Concept drift  Correlation  Forecasting  Computational modeling  Data models  Optimization  Adaptation models  Urban areas  Training  Traffic flow forecasting  federated learning  concept drift  online learning  graph convolution  
VTSIM: Attention-Based Recurrent Neural Network for Intersection Vehicle Trajectory Simulation 期刊论文
COMPUTER ANIMATION AND VIRTUAL WORLDS, 2024, 卷号: 35, 期号: 6, 页码: 12
作者:  Liu, Jingyao;  Mao, Tianlu;  Wang, Zhaoqi
收藏  |  浏览/下载：7/0  |  提交时间：2025/06/25
attention networks  intersection traffic  traffic simulation  vehicle trajectories  
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting  
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:  Qin, Yanjun;  Tao, Xiaoming;  Fang, Yuchen;  Luo, Haiyong;  Zhao, Fang;  Wang, Chenxing
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Time series analysis  Convolution  Forecasting  Correlation  Task analysis  Roads  Predictive models  Graph convolution network (GCN)  spatial-temporal data  traffic forecasting  
STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 6, 页码: 2671-2685
作者:  Fang, Yuchen;  Qin, Yanjun;  Luo, Haiyong;  Zhao, Fang;  Zheng, Kai
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Market research  Forecasting  Roads  Time series analysis  Sensors  Correlation  Encoding  Contrastive learning  graph attention network  spatio-temporal data  traffic forecasting  
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:  Diao, Zulong;  Wang, Xin;  Zhang, Dafang;  Xie, Gaogang;  Chen, Jianguo;  Pei, Changhua;  Meng, Xuying;  Xie, Kun;  Zhang, Guangxing
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Forecasting  Convolutional neural networks  Predictive models  Roads  Real-time systems  Feature extraction  Tensors  Traffic forecasting  dynamic spatial-temporal graph networks  traffic sensor networks  smart city services  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：43/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence