Omar Houidi - RankMe

14 papers B 10Journal 1Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	An Intelligent E2e Network Slicing Framework Using Transformer-Enhanced Drl. NetSoft Rania Sahraoui, Fetia Bannour, Omar Houidi, Badii Jouaber
2025	B	`conf`	GPG-VNFE: Towards Foundation Models via Graph Pretraining for Generalizable VNF Embedding. CNSM Omar Houidi, Nour-El-Houda Yellas, Oussama Soualah, Djamal Zeghlache
2024	B	`conf`	Energy-Aware VNF-FG Placement with Transformer-based Deep Reinforcement Learning. NOMS Rania Sahraoui, Omar Houidi, Fetia Bannour
2023	B	`conf`	AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing. NOMS Omar Houidi, Sihem Bakri, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
2023	B	`conf`	Energy Efficient VNF-FG Embedding via Attention-Based Deep Reinforcement Learning. CNSM Omar Houidi, Oussama Soualah, Ines Houidi, Djamal Zeghlache
2023	B	`conf`	Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing. IFIP Networking Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani
2022	—	`conf`	Constrained Deep Reinforcement Learning for Smart Load Balancing. CCNC Omar Houidi, Djamal Zeghlache, Victor Perrier, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay, Paolo Medagliani
2022	B	`conf`	Multi-Agent Graph Convolutional Reinforcement Learning for Intelligent Load Balancing. NOMS Omar Houidi, Sihem Bakri, Djamal Zeghlache
2021	—	`conf`	A Monitoring Aware Strategy for 5G Core Slice Embedding. AINA (2) Oussama Soualah, Omar Houidi, Djamal Zeghlache
2020	—	`—`	Algorithmes exacts et heuristiques pour le chainage de services réseaux virtualisés. (Algorithms for Virtual Network Functions chaining). Omar Houidi
2020	B	`conf`	An Enhanced Reinforcement Learning Approach for Dynamic Placement of Virtual Network Functions. PIMRC Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache
2020	J	`jnl`	Dynamic VNF Forwarding Graph Extension Algorithms. IEEE Trans. Netw. Serv. Manag. Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache
2018	B	`conf`	Virtualized Network Services Extension Algorithms. NCA Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache, Farouk Kamoun
2017	B	`conf`	An Efficient Algorithm for Virtual Network Function Scaling. GLOBECOM Omar Houidi, Oussama Soualah, Wajdi Louati, Marouen Mechtri, Djamal Zeghlache, Farouk Kamoun