| Enhancing Real-time Delivery of Gradient Routing for Industrial Wireless Sensor Networks PTA Quang, DS Kim Industrial Informatics, IEEE Transactions on 8 (1), 61-68, 2012 | 202 | 2012 |
| A deep reinforcement learning approach for VNF forwarding graph embedding PTA Quang, Y Hadjadj-Aoul, A Outtagarts IEEE Transactions on Network and Service Management 16 (4), 1318-1331, 2019 | 152 | 2019 |
| Deep Federated Q-Learning-based Network Slicing for Industrial IoT S Messaoud, A Bradai, OB Ahmed, P Tran Anh Quang, M Atri, ... IEEE Transactions on Industrial Informatics, 2020 | 104 | 2020 |
| Throughput-aware Routing for Industrial Sensor Networks: Application to ISA100. 11a PTA Quang, DS Kim Industrial Informatics, IEEE Transactions on 10 (1), 351-363, 2014 | 98 | 2014 |
| A Survey on Machine Learning in Internet of Things: Algorithms, Strategies, and Applications S Messaoud, A Bradai, SHR Bukhari, P Tran Anh Quang, OB Ahmed, ... Internet of Things, 100314, 2020 | 94 | 2020 |
| Deep reinforcement learning based QoS-aware routing in knowledge-defined networking TAQ Pham, Y Hadjadj-Aoul, A Outtagarts Quality, Reliability, Security and Robustness in Heterogeneous Systems: 14th …, 2019 | 78 | 2019 |
| Single and multi-domain adaptive allocation algorithms for VNF forwarding graph embedding PTA Quang, A Bradai, KD Singh, G Picard, R Riggio IEEE Transactions on Network and Service Management 16 (1), 98-112, 2018 | 70 | 2018 |
| Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach PTA Quang, A Bradai, KD Singh, Y Hadjadj-Aoul IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019 | 53* | 2019 |
| Video Streaming over Ad-hoc Networks: a QoE-based Optimal Routing Solution PTA Quang, K Piamrat, KD Singh, C Viho IEEE Transactions on Vehicular Technology, 2017 | 42 | 2017 |
| Qoe-aware routing for video streaming over vanets TAQ Pham, K Piamrat, C Viho 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall), 1-5, 2014 | 35 | 2014 |
| On the use of graph neural networks for virtual network embedding A Rkhami, TAQ Pham, Y Hadjadj-Aoul, A Outtagarts, G Rubino 2020 International Symposium on Networks, Computers and Communications …, 2020 | 26 | 2020 |
| Virtual network function–forwarding graph embedding: A genetic algorithm approach TAQ Pham, JM Sanner, C Morin, Y Hadjadj‐Aoul International Journal of Communication Systems 33 (10), e4098, 2020 | 23 | 2020 |
| Clustering algorithm of hierarchical structures in large-scale wireless sensor and actuator networks PTA Quang, DS Kim Journal of Communications and Networks 17 (5), 473-481, 2015 | 23 | 2015 |
| Evolutionary actor-multi-critic model for VNF-FG embedding PTA Quang, Y Hadjadj-Aoul, A Outtagarts 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC …, 2020 | 18 | 2020 |
| A throughput-aware routing for distributed industrial cognitive radio sensor networks TAQ Pham, SR Kim, DS Kim 2012 9th IEEE International Workshop on Factory Communication Systems, 87-90, 2012 | 17 | 2012 |
| Constrained deep reinforcement learning for smart load balancing O Houidi, D Zeghlache, V Perrier, PTA Quang, N Huin, J Leguay, ... 2022 IEEE 19th annual consumer communications & networking conference (CCNC …, 2022 | 16 | 2022 |
| Multi-objective multi-constrained QoS Routing in large-scale networks: A genetic algorithm approach PTA Quang, JM Sanner, C Morin, Y Hadjadj-Aoul 2018 International conference on smart communications in network …, 2018 | 15 | 2018 |
| Intent-based routing policy optimization in sd-wan PTA Quang, S Martin, J Leguay, X Gong, X Huiying ICC 2022-IEEE International Conference on Communications, 4914-4919, 2022 | 13 | 2022 |
| Deep reinforcement learning for smart queue management H Fawaz, D Zeghlache, TA Pham, J Leguay, P Medagliani Electronic Communications of the EASST 80, 2021 | 9 | 2021 |
| QoE-based routing algorithms for H. 264/SVC video over ad-hoc networks TAQ Pham, K Piamrat, KD Singh, C Viho Wireless Networks 22, 2387-2402, 2016 | 9 | 2016 |
Yassine Hadjadj-AoulFull Professor, Rennes 1 UniversityAdresse e-mail validée de irisa.fr
