Rentao Gu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 67

Top Topics

Resource Allocation

Wavelength Division Multiplexing

Top Venues

Publications

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 (2024)
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)
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)
Hao Zhang, Zhenxiao Fu, Qiaoqiao Wang, Xiaoya Zhang, Huixuan Wang, Rentao Gu
Adaptive Resource Provisioning in Optical Network for Power Grid. IC-NIDC (2023)
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) (2023)
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) (2023)
Zeyuan Yang, Rentao Gu, Yuefeng Ji
Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks. OFC (2023)
Jiyan Chen, Rentao Gu, Lin Bai
Spectral Clustering Based Resource Allocation Strategy for Distributed Large-scale Network Emulation. HPCC/DSS/SmartCity/DependSys (2023)
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) (2023)
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) (2023)
Yunxuan Li, Rentao Gu, Yuefeng Ji
Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network. OFC (2023)
Frank H. P. Fitzek, Larry J. Horner, Molka Gharbaoui, Giang T. Nguyen, Rentao Gu
Welcome from the NFV-SDN 2023 Chairs. NFV-SDN (2023)
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)
Rentao Gu, Ziyi Xi, Boyang Lin, Yuefeng Ji
Teacher-guided Autonomous Learning Enabled by Artificial Intelligence Empowered Remote Experiment Platform. EDUCON (2022)
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)
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) (2021)
Zeyuan Yang, Rentao Gu, Zuqing Zhu, Yuefeng Ji
Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks. GLOBECOM (2021)
Zeyuan Yang, Rentao Gu, Yuefeng Ji
Virtual Network Function Placement Based on Differentiated Weight Graph Convolutional Neural Network and Maximal Weight Matching. ISCC (2021)
Bo Liu, Xi He, Mingdong Song, Jiangqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu
A Method for Mining Granger Causality Relationship on Atmospheric Visibility. ACM Trans. Knowl. Discov. Data 15 (5) (2021)
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) (2021)
Yuan Liu, Rentao Gu, Zeyuan Yang, Yuefeng Ji
Hierarchical community discovery for multi-stage IP bearer network upgradation. J. Netw. Comput. Appl. 189 (2021)
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)
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)
Zhekang Li, Rentao Gu, Linna Wang, Yuefeng Ji
Computing-aware Proactive Network Reconfiguration for Optical Networks Interconnected Edge Computing System. OFC (2021)
Meng Lian, Rentao Gu, Yongyao Qu, Zihao Wang, Yuefeng Ji
Flexible Optical Network Enabled Hybrid Recovery for Edge Network with Reinforcement Learning. OFC (2020)
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)
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) (2020)
Rentao Gu, Zeyuan Yang, Yuefeng Ji
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. CoRR (2020)
Rentao Gu, Zeyuan Yang, Yuefeng Ji
Machine learning for intelligent optical networks: A comprehensive survey. J. Netw. Comput. Appl. 157 (2020)
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)
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)
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)
Rentao Gu, Jiawen Qin, Tao Dong, Jie Yin, Zhihui Liu
Recovery Routing Based on Q-Learning for Satellite Network Faults. Complex. 2020 (2020)
Weiqi Jin, Rentao Gu, Yanxia Tan, Yuefeng Ji
Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network. IEEE Access 7 (2019)
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 (2019)
Bo Liu, Haipeng Jing, Jianqiang Li, Yong Li, Guangzhi Qu, Rentao Gu
Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network. SMC (2019)
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 (2019)
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)
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)
Weiqi Jin, Rentao Gu, Yuefeng Ji
Reward Function Learning for Q-learning-Based Geographic Routing Protocol. IEEE Commun. Lett. 23 (7) (2019)
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 (2019)
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)
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 (2018)
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 (2018)
Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu
An Attention-Based Air Quality Forecasting Method. ICMLA (2018)
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 (2018)
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)
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)
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)
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)
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)
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)
Bo Liu, Yinxing Liu, Jianqiang Li, Jianlei Lang, Rentao Gu
Multi-dimensional motif discovery in air pollution data. SMC (2017)
Rentao Gu, Shizong Zhang, Zidi Yan, Yuefeng Ji
Efficient ONU Migration for Fixed and Mobile Convergence Network in High-Speed Rail Area. NaNA (2017)
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)
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)
Xin Wang, Rentao Gu, Yuefeng Ji
RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks. WOCC (2016)
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) (2016)
Rentao Gu, Shizong Zhang, Yuefeng Ji, Tonglu Guo, Xiaoxiong Wang
Efficient software-defined passive optical network with network coding. Photonic Netw. Commun. 31 (2) (2016)
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) (2016)
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 (2016)
Junpeng Guo, Xiaohan Gao, Rentao Gu
Managing Broadband Access Network with a SDN-Based System. PDCAT (2016)
Gang Wang, Rentao Gu, Jiawei Zhang, Hui Li, Yuefeng Ji
Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul. OnlineGreenComm (2016)
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)
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) (2015)
Rentao Gu, Xiaoxu Liu, Yuefeng Ji
Physical-aware long reach PON planning. Telecommun. Syst. 60 (3) (2015)
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) (2015)
Rentao Gu, Yuefeng Ji, Pei Wei, Shizong Zhang
Software defined flexible and efficient passive optical networks for intra-datacenter communications. Opt. Switch. Netw. 14 (2014)
Rentao Gu, Shizong Zhang, Hui Li, Yuefeng Ji
Dynamic ONU grouping in flexible passive optical networks. ONDM (2014)
Yi Cen, Rentao Gu, Yuefeng Ji
Sign Inference for Dynamic Signed Networks via Dictionary Learning. J. Appl. Math. 2013 (2013)
Da Shen, Rentao Gu, Yuefeng Ji
A traffic-modeling approach to understanding the QoS correlations in network. ICCT (2013)
Xiaoxu Liu, Rentao Gu, Yuefeng Ji
A nested genetic algorithm for topologyoptimization in LRPON. IC-NIDC (2012)
Yi Cen, Rentao Gu, Yuefeng Ji
-quasinorm for 0<p≤1 and its applications. Appl. Math. Comput. 219 (3) (2012)
Junjie Zhang, Rentao Gu, Qing Ye, Yuefeng Ji
Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection. PDCAT (2012)
Yanhong Xu, Rentao Gu, Yuefeng Ji
Network traffic on-line classification using decision tree fast parallel processing strategy. IC-NIDC (2012)
Hongmei Li, Rentao Gu, Qing Ye, Yuefeng Ji
Pedestrian Detection Directing at the Region of Interest in Videos. PDCAT (2012)
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. (11) (2010)
Rentao Gu, Yaojun Qiao, Yuefeng Ji
Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View. GLOBECOM (2008)
Rentao Gu, Minhuo Hong, Hongxiang Wang, Yuefeng Ji
Fast Traffic Classification in High Speed Networks. APNOMS (2008)
Minhuo Hong, Rentao Gu, Hongxiang Wang, Yuefeng Ji
An Online Classification Approach Based on Universal Inter-arrival Time. SKG (2008)