Rentao Gu
Orcid: 0000-0003-3183-2857
According to our database1,
Rentao Gu
authored at least 79 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
DenseNet-Transformer: A deep learning method for spatial-temporal traffic prediction in optical fronthaul network.
Comput. Networks, 2024
Fast Online Optimization of Multi-pump Raman Amplifiers for Field Deployment in Multi-band Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Opti-DeepRoute: A Topology-Adaptive Deep Reinforcement Learning Based Service Provisioning Framework for Elastic Optical Network.
Proceedings of the IEEE INFOCOM 2024, 2024
2023
Virtual Network Embedding Over Multi-Band Elastic Optical Network Based on Cross-Matching Mechanism and Hypergraph Theory.
IEEE Trans. Netw. Serv. Manag., December, 2023
Approximately Lossless Model Compression-Based Multilayer Virtual Network Embedding for Edge-Cloud Collaborative Services.
IEEE Internet Things J., July, 2023
A Carrying Method for 5G Network Slicing in Smart Grid Communication Services Based on Neural Network.
Future Internet, July, 2023
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing.
IEEE Trans. Netw. Serv. Manag., June, 2023
Explainable Machine Learning-enabled Just-enough Margin Configurations in Dynamic S+C+L-band Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Multi-node Cooperative Recovery against IP node failure Enabled by Flexible Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023
Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023
Spectral Clustering Based Resource Allocation Strategy for Distributed Large-scale Network Emulation.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023
2022
Teacher-guided Autonomous Learning Enabled by Artificial Intelligence Empowered Remote Experiment Platform.
Proceedings of the IEEE Global Engineering Education Conference, 2022
Proceedings of the 2022 IEEE Future Networks World Forum, 2022
Proceedings of the 2022 IEEE Future Networks World Forum, 2022
2021
ACM Trans. Knowl. Discov. Data, 2021
Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning.
JOCN, 2021
J. Netw. Comput. Appl., 2021
Learning-Based Cognitive Hitless Spectrum Defragmentation for Dynamic Provisioning in Elastic Optical Networks.
IEEE Commun. Lett., 2021
A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet.
Concurr. Comput. Pract. Exp., 2021
Computing-aware Proactive Network Reconfiguration for Optical Networks Interconnected Edge Computing System.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the 2021 International Conference on Networking and Network Applications, 2021
Virtual Network Function Placement Based on Differentiated Weight Graph Convolutional Neural Network and Maximal Weight Matching.
Proceedings of the IEEE Symposium on Computers and Communications, 2021
Edge-cloud Collaborative Heterogeneous Task Scheduling in Multilayer Elastic Optical Networks.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Energy and Transmission Efficiency Enhancement in Passive Optical Network Enabled Reconfigurable Fronthaul Supporting Smart Homes.
Sensors, 2020
J. Netw. Comput. Appl., 2020
Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control.
Concurr. Comput. Pract. Exp., 2020
Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies.
Sci. China Inf. Sci., 2020
Flexible Optical Network Enabled Hybrid Recovery for Edge Network with Reinforcement Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Flexible Optical Network Enabled Proactive Cross-Layer Restructuring for 5G/B5G Backhaul Network with Machine Learning Engine.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Intra-Datacenter Bandwidth Resource Allocation for Bursty Large-Scale Traffic in Polled OLT.
Proceedings of the International Conference on Networking and Network Applications, 2020
2019
Efficient polling cycle adaptive passive optical network for low-latency 5G fronthaul.
Opt. Switch. Netw., 2019
IEEE Commun. Lett., 2019
A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction.
IEEE Access, 2019
IEEE Access, 2019
SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
Order Aware Service Recovery Algorithm in Elastic Optical Network with Multiple Failures.
Proceedings of the 2019 International Conference on Networking and Network Applications, 2019
2018
Network slicing and efficient ONU migration for reliable communications in converged vehicular and fixed access network.
Veh. Commun., 2018
Road surface temperature prediction based on gradient extreme learning machine boosting.
Comput. Ind., 2018
Adaptability Analysis for IP Switching and Optical Switching in Geographically Distributed Inter-Datacenter Networks.
IEEE Access, 2018
Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Multi-tenant Hybrid Slicing with Cross-layer Heterogeneous Resource Coordination in 5G Transport Network.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Integrated Optical-Wireless Resource Slicing Management for 5G Service-based Architecture and Multi-level RAN.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
An Artificial Neural Network Based Attenuation Tomography in Free Space Optical Network.
Proceedings of the International Conference on Networking and Network Applications, 2018
A Review of Dynamic Resource Allocation in Integrated Satellite and Terrestrial Networks.
Proceedings of the International Conference on Networking and Network Applications, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Forecasting Road Surface Temperature in Beijing Based on Machine Learning Algorithms.
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018
Multi-Dimensional Resource Scheduling for Cross-Layer Flexible Network Slicing in Fixed and 5G Mobile Network Sharing.
Proceedings of the European Conference on Optical Communication, 2018
2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Efficient ONU Migration for Fixed and Mobile Convergence Network in High-Speed Rail Area.
Proceedings of the International Conference on Networking and Network Applications, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Experimental Demonstration of "PON + Embedded-Hardware-Switch" for Low-Latency Communication in Dual-Stage 5G Fronthaul Network Architecture.
Proceedings of the European Conference on Optical Communication, 2017
2016
Photonic Netw. Commun., 2016
Resource Allocation Optimization for Time and Wavelength Division Multiplexing Passive Optical Network Enabled Mobile Fronthaul With Bitrate-Variable Compressed Common Public Radio Interface.
JOCN, 2016
Efficient resource allocation for passive optical fronthaul-based coordinated multipoint transmission.
EURASIP J. Wirel. Commun. Netw., 2016
Sci. China Inf. Sci., 2016
RSA for the hybrid unicast and network coding based multicast services over the flexible optical networks.
Proceedings of the 25th Wireless and Optical Communication Conference, 2016
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016
Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul.
Proceedings of the 2016 IEEE Online Conference on Green Communications, 2016
Proceedings of the International Conference on Networking and Network Applications, 2016
2015
Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity.
IEEE Commun. Mag., 2015
2014
Software defined flexible and efficient passive optical networks for intra-datacenter communications.
Opt. Switch. Netw., 2014
Proceedings of the 18th International Conference on Optical Network Design and Modeling, 2014
2013
J. Appl. Math., 2013
Proceedings of the 15th IEEE International Conference on Communication Technology, 2013
2012
Concentration of S-largest mutilated vectors with I<sub>p</sub>-quasinorm for 0<p≤1 and its applications.
Appl. Math. Comput., 2012
Monocular Human Action Recognition Utilizing Silhouette Feature Extraction and Skin Color Detection.
Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012
Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012
Network traffic on-line classification using decision tree fast parallel processing strategy.
Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012
Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012
2010
Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time.
IEICE Trans. Inf. Syst., 2010
2008
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008
Optical or Electrical Interconnects: Quantitative Comparison from Parallel Computing Performance View.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
Proceedings of the Challenges for Next Generation Network Operations and Service Management, 2008