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2020 – today
- 2024
[j34]Xin Qin, Wenwu Zhu, Qian Hu, Zexi Zhou, Yi Ding, Xia Gao, Rentao Gu
:
DenseNet-Transformer: A deep learning method for spatial-temporal traffic prediction in optical fronthaul network. Comput. Networks 253: 110674 (2024)- [c45]Zexi Zhou, Rentao Gu, Xiaoya Zhang, Yunxuan Li, Lin Bai, Yuefeng Ji:
Opti-DeepRoute: A Topology-Adaptive Deep Reinforcement Learning Based Service Provisioning Framework for Elastic Optical Network. INFOCOM (Workshops) 2024: 1-2 - [c44]Xiaoxuan Gao, Rentao Gu, Yuejiao Liu, Linbai, Yuefeng Ji:
Fast Online Optimization of Multi-pump Raman Amplifiers for Field Deployment in Multi-band Optical Networks. OFC 2024: 1-3 - 2023
- [j33]Yang Hu, Liangliang Gong, Xinyang Li, Hui Li, Ruoxin Zhang, Rentao Gu:
A Carrying Method for 5G Network Slicing in Smart Grid Communication Services Based on Neural Network. Future Internet 15(7): 247 (2023) - [j32]Zeyuan Yang, Rentao Gu, Hui Li, Yuefeng Ji:
Approximately Lossless Model Compression-Based Multilayer Virtual Network Embedding for Edge-Cloud Collaborative Services. IEEE Internet Things J. 10(14): 13040-13055 (2023) - [j31]Qize Guo, Rentao Gu, Hao Yu, Tarik Taleb, Yuefeng Ji:
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing. IEEE Trans. Netw. Serv. Manag. 20(2): 1660-1675 (2023) - [j30]Zeyuan Yang, Rentao Gu, Yuefeng Ji:
Virtual Network Embedding Over Multi-Band Elastic Optical Network Based on Cross-Matching Mechanism and Hypergraph Theory. IEEE Trans. Netw. Serv. Manag. 20(4): 4681-4697 (2023) - [c43]Jiyan Chen, Rentao Gu, Lin Bai:
Spectral Clustering Based Resource Allocation Strategy for Distributed Large-scale Network Emulation. HPCC/DSS/SmartCity/DependSys 2023: 451-458 - [c42]Hao Zhang, Zhenxiao Fu, Qiaoqiao Wang, Xiaoya Zhang, Huixuan Wang, Rentao Gu:
Adaptive Resource Provisioning in Optical Network for Power Grid. IC-NIDC 2023: 331-335 - [c41]Frank H. P. Fitzek, Larry J. Horner, Molka Gharbaoui, Giang T. Nguyen, Rentao Gu:
Welcome from the NFV-SDN 2023 Chairs. NFV-SDN 2023: iii-iv - [c40]Yunxuan Li, Rentao Gu, Yuefeng Ji:
Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network. OFC 2023: 1-3 - [c39]Zeyuan Yang, Rentao Gu, Yuefeng Ji:
Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks. OFC 2023: 1-3 - [e1]Frank H. P. Fitzek, Larry J. Horner, Molka Gharbaoui, Giang T. Nguyen, Rentao Gu, Tobias Meuser:
IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2023, Dresden, Germany, November 7-9, 2023. IEEE 2023, ISBN 979-8-3503-0254-7 [contents] - 2022
- [c38]Deepak Kataria, Anwar Walid, Mahmoud Daneshmand, Ashutosh Dutta, Michael A. Enright, Rentao Gu, Alex Lackpour, Prakash Ramachandran, Honggang Wang, Chi-Ming Chen, Baw Chng, Frederica Darema:
INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition. FNWF 2022: 943-1012 - [c37]Dan Kilper, Thas A. Nirmalathas, Tom Hausken, Reza Vaez-Ghaemi, HwanSeok Chung, Prakash Ramchandran, Volker Jungnickel, Murat Yuksel, Surgey Ten, Rudra Dutta, Paolo Monti, Lena Wosinska, Peter A. Andrekson, Suresh Subramaniam, Ahsutosh Dutta, KRS Murthy, Zuqing Zhu, Brad Kloza, Matthew Borst, Haydar Çukurtepe, Rentao Gu:
INGR Optics Roadmap - 2022 Edition. FNWF 2022: 1414-1469 - [c36]Rentao Gu, Ziyi Xi, Boyang Lin, Yuefeng Ji:
Teacher-guided Autonomous Learning Enabled by Artificial Intelligence Empowered Remote Experiment Platform. EDUCON 2022: 1089-1094 - 2021
- [j29]Bo Liu, Yelong Zhao, Bin Yang, Shuangtao Zhao, Rentao Gu, Mark Gahegan:
A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet. Concurr. Comput. Pract. Exp. 33(10) (2021) - [j28]Ruoxing Li, Rentao Gu, Weiqi Jin, Yuefeng Ji:
Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks. IEEE Commun. Lett. 25(5): 1600-1604 (2021) - [j27]Yuan Liu, Rentao Gu, Zeyuan Yang, Yuefeng Ji:
Hierarchical community discovery for multi-stage IP bearer network upgradation. J. Netw. Comput. Appl. 189: 103151 (2021) - [j26]Xiaojian Tian, Baojia Li, Rentao Gu, Zuqing Zhu:
Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning. JOCN 13(11): 253-265 (2021) - [j25]Bo Liu, Xi He, Mingdong Song, Jianqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu:
A Method for Mining Granger Causality Relationship on Atmospheric Visibility. ACM Trans. Knowl. Discov. Data 15(5): 92:1-92:16 (2021) - [c35]Zeyuan Yang, Rentao Gu, Zuqing Zhu, Yuefeng Ji:
Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks. GLOBECOM 2021: 1-6 - [c34]Zeyuan Yang, Rentao Gu, Yuefeng Ji:
Virtual Network Function Placement Based on Differentiated Weight Graph Convolutional Neural Network and Maximal Weight Matching. ISCC 2021: 1-7 - [c33]Yue He, Hui Li, Yiming Li, Qiang Wu, Yuefeng Ji, Rentao Gu, Shaobin Fan:
Exploration of Simulation Teaching Mode for Intelligent Information Network Course. NaNA 2021: 401-407 - [c32]Zhekang Li, Rentao Gu, Linna Wang, Yuefeng Ji:
Computing-aware Proactive Network Reconfiguration for Optical Networks Interconnected Edge Computing System. OFC 2021: 1-3 - 2020
- [j24]Yuefeng Ji, Rentao Gu, Zeyuan Yang, Jin Li, Hui Li, Min Zhang:
Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies. Sci. China Inf. Sci. 63(6) (2020) - [j23]Rentao Gu, Jiawen Qin, Tao Dong, Jie Yin, Zhihui Liu:
Recovery Routing Based on Q-Learning for Satellite Network Faults. Complex. 2020: 8829897:1-8829897:13 (2020) - [j22]Bo Liu, Huaipu Zhao, Yinxing Liu, Suyu Wang, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu:
Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control. Concurr. Comput. Pract. Exp. 32(11) (2020) - [j21]Rentao Gu, Zeyuan Yang, Yuefeng Ji:
Machine learning for intelligent optical networks: A comprehensive survey. J. Netw. Comput. Appl. 157: 102576 (2020) - [j20]Rentao Gu, Gang Wang, Zhekang Li, Yuefeng Ji:
Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes. Sensors 20(21): 6245 (2020) - [c31]Guochun Li, Binbin Ye, Rentao Gu, Qize Guo, Zhiyun Gu:
Intra-Datacenter Bandwidth Resource Allocation for Bursty Large-Scale Traffic in Polled OLT. NaNA 2020: 96-101 - [c30]Rentao Gu, Yongyao Qu, Meng Lian, Hongbiao Li, Zihao Wang, Yinan Zhu, Qize Guo, Jianjun Yang, Dajiang Wang, Yuefeng Ji:
Flexible Optical Network Enabled Proactive Cross-Layer Restructuring for 5G/B5G Backhaul Network with Machine Learning Engine. OFC 2020: 1-3 - [c29]Meng Lian, Rentao Gu, Yongyao Qu, Zihao Wang, Yuefeng Ji:
Flexible Optical Network Enabled Hybrid Recovery for Edge Network with Reinforcement Learning. OFC 2020: 1-3 - [i1]Rentao Gu, Zeyuan Yang, Yuefeng Ji:
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. CoRR abs/2003.05290 (2020)
2010 – 2019
- 2019
- [j19]Qize Guo, Rentao Gu, Tao Dong, Jie Yin, Zhihui Liu, Lin Bai, Yuefeng Ji:
SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network. IEEE Access 7: 396-410 (2019) - [j18]Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu:
A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction. IEEE Access 7: 43331-43345 (2019) - [j17]Weiqi Jin, Rentao Gu, Yanxia Tan, Yuefeng Ji:
Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network. IEEE Access 7: 105030-105040 (2019) - [j16]Weiqi Jin, Rentao Gu, Yuefeng Ji:
Reward Function Learning for Q-learning-Based Geographic Routing Protocol. IEEE Commun. Lett. 23(7): 1236-1239 (2019) - [j15]Shizong Zhang, Rentao Gu, Yuefeng Ji, Lin Bai, Zhuang Ma, Aimin Chen:
Efficient polling cycle adaptive passive optical network for low-latency 5G fronthaul. Opt. Switch. Netw. 33: 122-130 (2019) - [c28]Shu Li, Rentao Gu, Geng Zhang, Yanan Wang, Yang Wang, Yuefeng Ji:
Order Aware Service Recovery Algorithm in Elastic Optical Network with Multiple Failures. NaNA 2019: 135-141 - [c27]Qize Guo, Rentao Gu, Zihao Wang, Tianyi Zhao, Yuefeng Ji, Jian Kong, Riti Gour, Jason P. Jue:
Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network. OFC 2019: 1-3 - [c26]Bo Liu, Haipeng Jing, Jianqiang Li, Yong Li, Guangzhi Qu, Rentao Gu:
Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network. SMC 2019: 3304-3309 - 2018
- [j14]Yanxia Tan, Rentao Gu, Yuefeng Ji, Dajiang Wang, Hongbiao Li:
Adaptability Analysis for IP Switching and Optical Switching in Geographically Distributed Inter-Datacenter Networks. IEEE Access 6: 56851-56861 (2018) - [j13]Bo Liu, Shuo Yan, Huanling You, Yan Dong, Yong Li, Jianlei Lang, Rentao Gu:
Road surface temperature prediction based on gradient extreme learning machine boosting. Comput. Ind. 99: 294-302 (2018) - [j12]Rentao Gu, Shizong Zhang, Yuefeng Ji, Zidi Yan:
Network slicing and efficient ONU migration for reliable communications in converged vehicular and fixed access network. Veh. Commun. 11: 57-67 (2018) - [c25]Tianyi Zhao, Rentao Gu, Qize Guo, Yuanjiong Diao, Zihao Wang, Aimin Chen, Yuefeng Ji:
Multi-Dimensional Resource Scheduling for Cross-Layer Flexible Network Slicing in Fixed and 5G Mobile Network Sharing. ECOC 2018: 1-3 - [c24]Bo Liu, Libin Shen, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu:
Forecasting Road Surface Temperature in Beijing Based on Machine Learning Algorithms. ICCSE 2018: 23:1-23:5 - [c23]Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu:
An Attention-Based Air Quality Forecasting Method. ICMLA 2018: 728-733 - [c22]Zeyuan Yang, Rentao Gu, Tao Dong, Jie Yin, Shu Li, Zhihui Liu, Tingting Zhang, Yuefeng Ji:
An Artificial Neural Network Based Attenuation Tomography in Free Space Optical Network. NaNA 2018: 52-57 - [c21]Yinghan Peng, Tao Dong, Rentao Gu, Qize Guo, Jie Yin, Zhihui Liu, Tingting Zhang, Yuefeng Ji:
A Review of Dynamic Resource Allocation in Integrated Satellite and Terrestrial Networks. NaNA 2018: 127-132 - [c20]Rentao Gu, Mingyu Cen, Luhan Wang, Qize Guo, Yuanjiong Diao, Han Li, Aimin Chen, Lin Bai, Yuefeng Ji:
Integrated Optical-Wireless Resource Slicing Management for 5G Service-based Architecture and Multi-level RAN. OFC 2018: 1-3 - [c19]Qize Guo, Rentao Gu, Mingyu Cen, Xueyu Kang, Tianyi Zhao, Lin Bai, Yuefeng Ji:
Multi-tenant Hybrid Slicing with Cross-layer Heterogeneous Resource Coordination in 5G Transport Network. OFC 2018: 1-3 - [c18]Bo Liu, Xingrui Li, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu, Fei Wang:
Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection. SMC 2018: 4399-4404 - 2017
- [c17]Yunxiang Fu, Rentao Gu, Yuefeng Ji:
Experimental Demonstration of "PON + Embedded-Hardware-Switch" for Low-Latency Communication in Dual-Stage 5G Fronthaul Network Architecture. ECOC 2017: 1-3 - [c16]Bo Liu, Shuo Yan, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu:
An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature. ICMLA 2017: 977-980 - [c15]Rentao Gu, Shizong Zhang, Zidi Yan, Yuefeng Ji:
Efficient ONU Migration for Fixed and Mobile Convergence Network in High-Speed Rail Area. NaNA 2017: 36-41 - [c14]Bo Liu, Yinxing Liu, Jianqiang Li, Jianlei Lang, Rentao Gu:
Multi-dimensional motif discovery in air pollution data. SMC 2017: 531-536 - 2016
- [j11]Yuefeng Ji, Xiaoxiong Wang, Shizong Zhang, Rentao Gu, Tonglu Guo, Zhaozhi Ge:
Dual-layer efficiency enhancement for future passive optical network. Sci. China Inf. Sci. 59(2): 1-13 (2016) - [j10]Gang Wang, Rentao Gu, Hui Li, Yuefeng Ji:
Efficient resource allocation for passive optical fronthaul-based coordinated multipoint transmission. EURASIP J. Wirel. Commun. Netw. 2016: 225 (2016) - [j9]Gang Wang, Rentao Gu, Yuefeng Ji:
Resource Allocation Optimization for Time and Wavelength Division Multiplexing Passive Optical Network Enabled Mobile Fronthaul With Bitrate-Variable Compressed Common Public Radio Interface. JOCN 8(6): 417-426 (2016) - [j8]Rentao Gu, Shizong Zhang, Yuefeng Ji, Tonglu Guo, Xiaoxiong Wang:
Efficient software-defined passive optical network with network coding. Photonic Netw. Commun. 31(2): 239-250 (2016) - [c13]Siyu Wang, Rentao Gu, Yuefeng Ji, Youqiang Hu, Qize Guo, Yanxia Tan, Chen Meng:
Unified Software-Defined Online Network Experiment Platform for Campus Education. NaNA 2016: 299-302 - [c12]Gang Wang, Rentao Gu, Jiawei Zhang, Hui Li, Yuefeng Ji:
Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul. OnlineGreenComm 2016: 45-50 - [c11]Junpeng Guo, Xiaohan Gao, Rentao Gu:
Managing Broadband Access Network with a SDN-Based System. PDCAT 2016: 30-35 - [c10]Xin Wang, Rentao Gu, Yuefeng Ji:
RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks. WOCC 2016: 1-4 - 2015
- [j7]Jiawei Zhang, Yuefeng Ji, Jie Zhang, Rentao Gu, Yongli Zhao, Siming Liu, Kun Xu, Mei Song, Han Li, Xinbo Wang:
Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity. IEEE Commun. Mag. 53(9): 90-98 (2015) - [j6]Jiawei Zhang, Yuefeng Ji, Mei Song, Hui Li, Rentao Gu, Yongli Zhao, Jie Zhang:
Dynamic Virtual Network Embedding Over Multilayer Optical Networks. JOCN 7(9): 918-927 (2015) - [j5]Rentao Gu, Xiaoxu Liu, Yuefeng Ji:
Physical-aware long reach PON planning. Telecommun. Syst. 60(3): 367-379 (2015) - 2014
- [j4]Rentao Gu, Yuefeng Ji, Pei Wei, Shizong Zhang:
Software defined flexible and efficient passive optical networks for intra-datacenter communications. Opt. Switch. Netw. 14: 289-302 (2014) - [c9]Rentao Gu, Shizong Zhang, Hui Li, Yuefeng Ji:
Dynamic ONU grouping in flexible passive optical networks. ONDM 2014: 210-215 - 2013
- [j3]Yi Cen, Rentao Gu, Yuefeng Ji:
Sign Inference for Dynamic Signed Networks via Dictionary Learning. J. Appl. Math. 2013: 708581:1-708581:10 (2013) - [c8]Da Shen, Rentao Gu, Yuefeng Ji:
A traffic-modeling approach to understanding the QoS correlations in network. ICCT 2013: 697-701 - 2012
- [j2]Yi Cen, Rentao Gu, Yuefeng Ji:
Concentration of S-largest mutilated vectors with Ip-quasinorm for 0<p≤1 and its applications. Appl. Math. Comput. 219(3): 1087-1092 (2012) - [c7]Xiaoxu Liu, Rentao Gu, Yuefeng Ji:
A nested genetic algorithm for topologyoptimization in LRPON. IC-NIDC 2012: 217-221 - [c6]Yanhong Xu, Rentao Gu, Yuefeng Ji:
Network traffic on-line classification using decision tree fast parallel processing strategy. IC-NIDC 2012: 339-343 - [c5]Junjie Zhang, Rentao Gu, Qing Ye, Yuefeng Ji:
Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection. PDCAT 2012: 745-748 - [c4]Hongmei Li, Rentao Gu, Qing Ye, Yuefeng Ji:
Pedestrian Detection Directing at the Region of Interest in Videos. PDCAT 2012: 749-752 - 2010
- [j1]Rentao Gu, Hongxiang Wang, Yongmei Sun, Yuefeng Ji:
Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time. IEICE Trans. Inf. Syst. 93-D(11): 2944-2952 (2010)
2000 – 2009
- 2008
- [c3]Rentao Gu, Minhuo Hong, Hongxiang Wang, Yuefeng Ji:
Fast Traffic Classification in High Speed Networks. APNOMS 2008: 429-432 - [c2]Rentao Gu, Yaojun Qiao, Yuefeng Ji:
Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View. GLOBECOM 2008: 2788-2792 - [c1]Minhuo Hong, Rentao Gu, Hongxiang Wang, Yuefeng Ji:
An Online Classification Approach Based on Universal Inter-arrival Time. SKG 2008: 368-371
Coauthor Index
[c45] [c44] [j32] [j31] [j30] [c40] [c39] [c36] [j28] [j27] [c35] [c34] [c33] [c32] [j24] [j21] [j20] [c30] [c29] [i1] [j19] [j17] [j16] [j15] [c28] [c27] [j14] [j12] [c25] [c22] [c21] [c20] [c19] [c17] [c15] [j11] [j10] [j9] [j8] [c13] [c12] [c10] [j7] [j6] [j5] [j4] [c9] [j3] [c8] [j2] [c7] [c6] [c5] [c4] [j1] [c3] [c2] [c1]
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