Advising

Postdoctoral Associates

Current Ph.D. Students

• Tanguy LE CLOIREC, 2025.
  Title: Orchestration dynamique d’IA distribuée pour des réseaux 6G économes en énergie (co-advised with Guillaume FRAYSSE, Orange Innov).

• Kacem Soulaymane 2025
  Title: Decentralized federated learning for efficient communication and low energy impact in 6G (co-advised with Juan-Manuel Torres-Moreno, Avignon University).

• Fatima OUBELKAS, 2025
  Title: arameter-Efficient Fine-tuning for Federated Learning (co-advised with Abdellatif Kobbane, Université Mohammed V).

• Anne Reulke, 2025.
  Title: A game-theoretic approach to efficient and sustainable cloud computing systems, co-advised with MIkael Touati, Orange Innov).

• Caina Figueiredo Pereira, 2024
  Title: Multi-Model Federated Learning with Fairness Guarantees (co-advised with carlee Joe-Wong, Carnegie Mellon University).

• Ahmad Dabaja, 2024
  Title: Designing Incentives for Effective Federated Learning in a Distributed System (co-advise** with Yannick Estève, Avignon University).

• HibatAllah Kabbaj, 2022.
  Title: Privacy attacks and defenses in Federated Learning systems, co-advised with Abdellatif Kobbane, Université Mohammed V.

• Samira Halbi, 2020
  Title: Resource Allocation of 5G in Smart Cities, co-advised with Essaid Sabir, Université TÉLUQ, Canada.

Former PhD Students

• Omar Boufous, 2020-2024.
  Title: Correlated Equilibria and Learning, co-advised with Eitan Altman (INRIA), MIkael Touati (Orange Innov) and Mustapha Boutchou (Orange Innov).

• Afaf Arfaoui, 2019-2023.
  Title: Management of Slices in the Radio Access of 5G Networks, co-advised with Sabir Essaid, Université TÉLUQ, Canada.

• Naresh Modina, 2018-2022.
  Title: Management of Slices in the Radio Access for smart city, co-advised with Francesco de Pellegrini, Avignon Université.

• Nejat Arinik, 2015-2019.
  Title: Graph partitioning problems related to structural equilibrium, co-advised with Rosa FIGUEIREDO, Avignon Université and Vincent Labatut, Avignon Université.

• Yanathan Protilla , 2013-2018
  Title: Epidemic study on social networks , co-advised with Eitan ALtman, Inria Sophia Antipolis.

• Nessrine Trabelssi, 2013-2016
  Title: Exploring Gibbs sampling techniques for mobility in Macro/Small cells, co-advised with Eitan Altman, INRIA and Laurent Roulet, Nokia.

• Nessrine Ben Khalifa, 2013-2016
  Title: Evolutionary Games on Complex Networks, co-advised with Yezekael Hayel, Avignon UNiversity.

• Zakaria Ye, 2013-2017
  Title: Video streaming service in LTE networks, co-advised with Tania Jimenez, Avignon University.

• Mikael Touati, 2013-2016
  Title: Coalition games and matching games applied to telecommunications networks, co-advised with Eitan Altman, INRIA, Marceaux Coupechoux, Telecom Paris and Jean-Marc Kelif, Orange Innov.

• Imen Triki, 2014-2018
  Title: QoE-driven resource allocation , co-advised with Majed Haddad, Avignon University.

• Wissam Chahin, 2010-2014
  Title: Delay Tolerant Networks.

• Manjesh Hanawal, 2010-2013
  Title: Learning algorithms for wireless networks, co-advised with Eitan Altman, INRIA Sophia Antipolis.

• Mohammed Raiss, 2009-2012
  Title: Learning-Based Spectrum Allocation, co-advised with Houssine Bouyakhf, University of Mohamed V.

• Oussama Habachi, 2009-2012
  Title: Optimization of Partially Observable Systems in Wireless Networks: Game Theory, Self-adaptivity and Learning, co-advised with Yezekael Hayel, Avignon University.

• Essaid Sabir, 2007-2010
  Title: Modeling and evaluation of heterogeneous wireless networks, co-advised with Houssine Bouyakhf, University of Mohamed V and Yezekael Hayel, Avignon University.

• Amar Azad, 2007-2010
  Title: Competitive games and learning algorithms in Wireless networks, co-advised with Eitan Altman, INRIA Sophia Antipolis.

• Hamidou Tembine, 2006-2009
  Title: Evolutionary games in networks, co-advised with Eitan Altman, INRIA Sophia Antipolis.

• Khalil Ibrahimi, 2006-2009
  Title: Resource allocation in UMTS and WiMAX cellular networks, co-advised with Houssine Bouyakhf, University of Mohamed V.

• Thiery Peyre, 2005-2008
  Title: Performance Evaluation of WiMAX Networks, co-advised with Abderrahim Benslimane, Avignon University

• Abdellattif Kobbane, 2005-2008
  Title: Capacity of UMTS and HSPA Networks in a Heterogeneous Environment., co-advised with Houssine Bouyakhf, University of Mohamed V.

• Ralph El Khoury, 2004-2008
  Title: Quality of Service in Ad Hoc Networks , co-advised with Abderrahim Benslimane, Avignon University

• Mohammed Elkamili , 2002-2005
  Title: Applying Game Theory to Network Systems , co-advised with Mohammed Abbad, University of Mohamed V.

Former Master’s Student

Former Undergraduate Students