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Rentao Gu
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Journal Articles
- 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) - 2023
- [j33]Yang Hu, Liangliang Gong, Xinyang Li, Hui Li
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
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
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
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) - 2021
- [j29]Bo Liu
A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet. Concurr. Comput. Pract. Exp. 33(10) (2021) - [j28]Ruoxing Li
Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks. IEEE Commun. Lett. 25(5): 1600-1604 (2021) - [j27]Yuan Liu
Hierarchical community discovery for multi-stage IP bearer network upgradation. J. Netw. Comput. Appl. 189: 103151 (2021) - [j26]Xiaojian Tian
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) - 2020
- [j24]Yuefeng Ji, Rentao Gu, Zeyuan Yang
Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies. Sci. China Inf. Sci. 63(6) (2020) - [j23]Rentao Gu
Recovery Routing Based on Q-Learning for Satellite Network Faults. Complex. 2020: 8829897:1-8829897:13 (2020) - [j22]Bo Liu, Huaipu Zhao
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
Machine learning for intelligent optical networks: A comprehensive survey. J. Netw. Comput. Appl. 157: 102576 (2020) - [j20]Rentao Gu
Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes. Sensors 20(21): 6245 (2020) - 2019
- [j19]Qize Guo
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
A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction. IEEE Access 7: 43331-43345 (2019) - [j17]Weiqi Jin
Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network. IEEE Access 7: 105030-105040 (2019) - [j16]Weiqi Jin
Reward Function Learning for Q-learning-Based Geographic Routing Protocol. IEEE Commun. Lett. 23(7): 1236-1239 (2019) - [j15]Shizong Zhang, Rentao Gu
Efficient polling cycle adaptive passive optical network for low-latency 5G fronthaul. Opt. Switch. Netw. 33: 122-130 (2019) - 2018
- [j14]Yanxia Tan
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
Network slicing and efficient ONU migration for reliable communications in converged vehicular and fixed access network. Veh. Commun. 11: 57-67 (2018) - 2016
- [j11]Yuefeng Ji, Xiaoxiong Wang, Shizong Zhang, Rentao Gu
Dual-layer efficiency enhancement for future passive optical network. Sci. China Inf. Sci. 59(2): 1-13 (2016) - [j10]Gang Wang, Rentao Gu
Efficient resource allocation for passive optical fronthaul-based coordinated multipoint transmission. EURASIP J. Wirel. Commun. Netw. 2016: 225 (2016) - [j9]Gang Wang, Rentao Gu
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
Efficient software-defined passive optical network with network coding. Photonic Netw. Commun. 31(2): 239-250 (2016) - 2015
- [j7]Jiawei Zhang, Yuefeng Ji, Jie Zhang, Rentao Gu
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
Dynamic Virtual Network Embedding Over Multilayer Optical Networks. JOCN 7(9): 918-927 (2015) - [j5]Rentao Gu
Physical-aware long reach PON planning. Telecommun. Syst. 60(3): 367-379 (2015) - 2014
- [j4]Rentao Gu
Software defined flexible and efficient passive optical networks for intra-datacenter communications. Opt. Switch. Netw. 14: 289-302 (2014) - 2013
- [j3]Yi Cen
Sign Inference for Dynamic Signed Networks via Dictionary Learning. J. Appl. Math. 2013: 708581:1-708581:10 (2013) - 2012
- [j2]Yi Cen, Rentao Gu
Concentration of S-largest mutilated vectors with Ip-quasinorm for 0<p≤1 and its applications. Appl. Math. Comput. 219(3): 1087-1092 (2012) - 2010
- [j1]Rentao Gu
Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time. IEICE Trans. Inf. Syst. 93-D(11): 2944-2952 (2010)
Conference and Workshop Papers
- 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
- [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
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
Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks. OFC 2023: 1-3 - 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
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
- [c35]Zeyuan Yang
Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks. GLOBECOM 2021: 1-6 - [c34]Zeyuan Yang
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
- [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 - 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
- [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
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
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
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
- [c13]Siyu Wang, Rentao Gu
Unified Software-Defined Online Network Experiment Platform for Campus Education. NaNA 2016: 299-302 - [c12]Gang Wang, Rentao Gu
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
RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks. WOCC 2016: 1-4 - 2014
- [c9]Rentao Gu, Shizong Zhang, Hui Li, Yuefeng Ji:
Dynamic ONU grouping in flexible passive optical networks. ONDM 2014: 210-215 - 2013
- [c8]Da Shen, Rentao Gu
A traffic-modeling approach to understanding the QoS correlations in network. ICCT 2013: 697-701 - 2012
- [c7]Xiaoxu Liu, Rentao Gu
A nested genetic algorithm for topologyoptimization in LRPON. IC-NIDC 2012: 217-221 - [c6]Yanhong Xu, Rentao Gu
Network traffic on-line classification using decision tree fast parallel processing strategy. IC-NIDC 2012: 339-343 - [c5]Junjie Zhang, Rentao Gu
Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection. PDCAT 2012: 745-748 - [c4]Hongmei Li, Rentao Gu
Pedestrian Detection Directing at the Region of Interest in Videos. PDCAT 2012: 749-752 - 2008
- [c3]Rentao Gu
Fast Traffic Classification in High Speed Networks. APNOMS 2008: 429-432 - [c2]Rentao Gu
Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View. GLOBECOM 2008: 2788-2792 - [c1]Minhuo Hong, Rentao Gu
An Online Classification Approach Based on Universal Inter-arrival Time. SKG 2008: 368-371
Editorship
- 2023
- [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]
Informal and Other Publications
- 2020
- [i1]Rentao Gu, Zeyuan Yang, Yuefeng Ji:
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. CoRR abs/2003.05290 (2020)
Coauthor Index
[j32] [j31] [j30] [j28] [j27] [j24] [j21] [j20] [j19] [j17] [j16] [j15] [j14] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c45] [c44] [c40] [c39] [c36] [c35] [c34] [c33] [c32] [c30] [c29] [c28] [c27] [c25] [c22] [c21] [c20] [c19] [c17] [c15] [c13] [c12] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [i1]
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