Omar Houidi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Network Services

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Rania Sahraoui, Omar Houidi, Fetia Bannour
Energy-Aware VNF-FG Placement with Transformer-based Deep Reinforcement Learning. NOMS (2024)
Omar Houidi, Oussama Soualah, Ines Houidi, Djamal Zeghlache
Energy Efficient VNF-FG Embedding via Attention-Based Deep Reinforcement Learning. CNSM (2023)
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)
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)
Omar Houidi, Sihem Bakri, Djamal Zeghlache
Multi-Agent Graph Convolutional Reinforcement Learning for Intelligent Load Balancing. NOMS (2022)
Oussama Soualah, Omar Houidi, Djamal Zeghlache
A Monitoring Aware Strategy for 5G Core Slice Embedding. AINA (2) (2021)
Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache
An Enhanced Reinforcement Learning Approach for Dynamic Placement of Virtual Network Functions. PIMRC (2020)
Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache
Dynamic VNF Forwarding Graph Extension Algorithms. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Omar Houidi, Oussama Soualah, Wajdi Louati, Djamal Zeghlache, Farouk Kamoun
Virtualized Network Services Extension Algorithms. NCA (2018)
Omar Houidi, Oussama Soualah, Wajdi Louati, Marouen Mechtri, Djamal Zeghlache, Farouk Kamoun
An Efficient Algorithm for Virtual Network Function Scaling. GLOBECOM (2017)