Rentao Gu

Orcid: 0000-0003-3183-2857

According to our database1, Rentao Gu authored at least 79 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

Welcome from the NFV-SDN 2023 Chairs.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

Adaptive Resource Provisioning in Optical Network for Power Grid.
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


INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021
A Method for Mining Granger Causality Relationship on Atmospheric Visibility.
ACM Trans. Knowl. Discov. Data, 2021

Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning.
JOCN, 2021

Hierarchical community discovery for multi-stage IP bearer network upgradation.
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

Exploration of Simulation Teaching Mode for Intelligent Information Network Course.
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

Machine learning for intelligent optical networks: A comprehensive survey.
J. Netw. Comput. Appl., 2020

Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control.
Concurr. Comput. Pract. Exp., 2020

Recovery Routing Based on Q-Learning for Satellite Network Faults.
Complex., 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

Reward Function Learning for Q-learning-Based Geographic Routing Protocol.
IEEE Commun. Lett., 2019

A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction.
IEEE Access, 2019

Proactive Grooming With Delay Optimization in Sliceable Elastic Optical Network.
IEEE Access, 2019

SDN-Based End-to-End Fragment-Aware Routing for Elastic Data Flows in LEO Satellite-Terrestrial Network.
IEEE Access, 2019

Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network.
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

An Attention-Based Air Quality Forecasting Method.
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
Multi-dimensional motif discovery in air pollution data.
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

An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature.
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
Efficient software-defined passive optical network with network coding.
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

Dual-layer efficiency enhancement for future passive optical network.
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

Managing Broadband Access Network with a SDN-Based System.
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

Unified Software-Defined Online Network Experiment Platform for Campus Education.
Proceedings of the International Conference on Networking and Network Applications, 2016

2015
Physical-aware long reach PON planning.
Telecommun. Syst., 2015

Dynamic Virtual Network Embedding Over Multilayer Optical Networks.
JOCN, 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

Dynamic ONU grouping in flexible passive optical networks.
Proceedings of the 18th International Conference on Optical Network Design and Modeling, 2014

2013
Sign Inference for Dynamic Signed Networks via Dictionary Learning.
J. Appl. Math., 2013

A traffic-modeling approach to understanding the QoS correlations in network.
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

Pedestrian Detection Directing at the Region of Interest in Videos.
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

A nested genetic algorithm for topologyoptimization in LRPON.
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
An Online Classification Approach Based on Universal Inter-arrival Time.
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

Fast Traffic Classification in High Speed Networks.
Proceedings of the Challenges for Next Generation Network Operations and Service Management, 2008


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