[2025 - 2028] [Participant] LanguEdge, AID, Lab-STICC, ENSTA, LLM deployment on edge heterogeneous platforms for multitenant execution
[2025 - 2027] [Participant] BudgetAI, PHC Orchid with Academia Sinica, Taiwan, Unlocking ML/AI on resource-constrained edge devices
[2024 - 2025] [Participant] DISPEED, AID, Lab-STICC, ENSTA with UBO, Naval Group, ICS FORTH, Intrusion Detection and Security/Performance/Energy tradeoff: a Study for Drone Swarms
[2026 - ?] [Co-advisor] Abdennour Guessoum, DADS (Déploiement optimisé d’algorithmes d’apprentissage automatique hétérogènes sur un drone marin de surface), ARED/CDE, Lab-STICC, UBO. Co-advised with Laurent Lemarchand and Jean-Philippe Babau.
Supervised MSc/Eng students
[2026] [6 months] Lina Sadi, Déploiement de LLM multi-tenant en périphérie, Lab-STICC/UBO, AID LanguEdge. Co-advised with Jalil Boukhobza, Meriem Bouzouad.
[2026] [6 months] Chakib Islam Kedadsa, Caractérisation de la consommation énergétique des LLM sur des périphérique à l’edge, Lab-STICC/UBO, AID LanguEdge. Co-advised with Jalil Boukhobza, Meriem Bouzouad.