Pham Tran Anh Quang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Venues

CoRR

NOMS

IEEE Trans. Netw. Serv. Manag.

ICC

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Lam Dinh, Pham Tran Anh Quang, Jérémie Leguay
Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning. CoRR (2024)
Lam Dinh, Pham Tran Anh Quang, Jérémie Leguay
Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning. NOMS (2024)
Pham Tran Anh Quang, Jérémie Leguay, Feng Zeng, Jianqiang Hou, Boyuan Yu, Davide Restivo
Dynamic QoS for High Quality SD-WAN Overlays. NOMS (2024)
Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing. IFIP Networking (2023)
Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Huiying Xu
Global QoS Policy Optimization in SD-WAN. CoRR (2023)
Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Huiying Xu
Global QoS Policy Optimization in SD-WAN. NetSoft (2023)
Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Djamal Zeghlache, Paolo Medagliani
Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Omar Houidi, Sihem Bakri, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing. NOMS (2023)
Omar Houidi, Djamal Zeghlache, Victor Perrier, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay, Paolo Medagliani
Constrained Deep Reinforcement Learning for Smart Load Balancing. CCNC (2022)
Hassan Fawaz, Djamal Zeghlache, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
Deep Reinforcement Learning for Smart Queue Management. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022)
Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Huiying Xu
Intent-Based Routing Policy Optimization in SD-WAN. ICC (2022)
Hassan Fawaz, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Djamal Zeghlache, Paolo Medagliani
Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents. CoRR (2022)
Pham Tran Anh Quang, Xu Gong, Chuang Liu, Kun Li, Jérémie Leguay, Xinhui Zhang, Yong Zhang, Jiayan Li, Kai Ye
Routing and QoS Policy Optimization in SD-WAN. CoRR (2022)
Ahmed Yassine Kamri, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay
Constrained Policy Optimization for Load Balancing. DRCN (2021)
Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng
Distributed Load Balancing From the Edge in IP Networks. ICC (2021)
Pham Tran Anh Quang, Sébastien Martin, Jérémie Leguay, Xu Gong, Feng Zeng
Intent-based policy optimization in SD-WAN. SIGCOMM Posters and Demos (2021)
Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics 17 (8) (2021)
Youcef Magnouche, Pham Tran Anh Quang, Jérémie Leguay, Xu Gong, Feng Zeng
Distributed Utility Maximization From the Edge in IP Networks. IM (2021)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. NOF (2020)
Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things 12 (2020)
Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Gerardo Rubino
On the Use of Graph Neural Networks for Virtual Network Embedding. ISNCC (2020)
Pham Tran Anh Quang, Jean-Michel Sanner, Cédric Morin, Yassine Hadjadj Aoul
Virtual network function-forwarding graph embedding: A genetic algorithm approach. Int. J. Commun. Syst. 33 (10) (2020)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. CCNC (2020)
Pham Tran Anh Quang, Youcef Magnouche, Jeremie Leguay, Xu Gong, Feng Zeng
Model predictive control for load balancing. SIGCOMM Posters and Demos (2020)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio
Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Yassine Hadjadj Aoul
Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach. INFOCOM Workshops (2019)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Roberto Riggio
VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks. WOWMOM (2018)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. QSHINE (2018)
Pham Tran Anh Quang, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, Jesús Cerquides, César Viho
-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks. Ad Hoc Networks 80 (2018)
Pham Tran Anh Quang, Kamal Deep Singh, Abbas Bradai, Abderrahim Benslimane
QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network. ICC (2018)
Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution. IEEE Trans. Veh. Technol. 66 (2) (2017)
Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
QoE-based routing algorithms for H.264/SVC video over ad-hoc networks. Wirel. Networks 22 (7) (2016)
Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
Q-SWiM: QoE-based routing algorithm for SVC video streaming over wireless mesh networks. PIMRC (2016)
Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks. CCNC (2016)
Pham Tran Anh Quang, Dong-Seong Kim
Clustering algorithm of hierarchical structures in large-scale wireless sensor and actuator networks. J. Commun. Networks 17 (5) (2015)
Pham Tran Anh Quang, Dong-Seong Kim
Throughput-Aware Routing for Industrial Sensor Networks: Application to ISA100.11a. IEEE Trans. Ind. Informatics 10 (1) (2014)
Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
QoE-Aware Routing for Video Streaming over VANETs. VTC Fall (2014)
Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
QoE-aware routing for video streaming over ad-hoc networks. GLOBECOM (2014)
Pham Tran Anh Quang, Soo-Ro Kim, Dong-Sung Kim
A throughput-aware routing for distributed industrial cognitive radio sensor networks. WFCS (2012)
Pham Tran Anh Quang, Dong-Sung Kim
Enhancing Real-Time Delivery of Gradient Routing for Industrial Wireless Sensor Networks. IEEE Trans. Ind. Informatics 8 (1) (2012)
Pham Tran Anh Quang, Dong-Sung Kim
An energy efficient clustering in heterogeneous wireless sensor and actuators networks. GLOBECOM Workshops (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pham Tran Anh Quang