Publications

My published work primarily focuses on improving energy lifetime in 5G mMTC (massive Machine-Type Communication) networks, leveraging AI-based techniques and simulation tools.

Peer-Reviewed Conference Papers​

BOMNET: An OMNeT++ Open-Source BIM-based Plug-In for Automatic Environment Generation​

A. Chambon, C. Dutriez, A. Rachedi
IEEE GLOBECOM 2024 — LRT Team, LIGM, Université Gustave Eiffel

An open-source OMNeT++ plug-in that leverages Building Information Modeling (BIM) data for automatic generation of simulation environments, enabling more realistic evaluation of energy-aware 5G mMTC deployments.

Energy Efficiency Relaying Election Mechanism for 5G Internet of Things: A Deep Reinforcement Learning Technique​

C. Dutriez, O.S. Oubbati, C. Gueguen, A. Rachedi
IEEE WCNC 2024 — LRT Team, LIGM, Université Gustave Eiffel

A deep reinforcement learning approach to dynamically elect energy-efficient relays in 5G IoT networks, extending the energy lifetime of mMTC devices while balancing network throughput.

Switching of GUI Framework: The Case from Spec to Spec 2​

C. Dutriez, B. Verhaeghe, M. Derras
International Workshop on Smalltalk Technologies (IWST) 2019 — RMoD Team, INRIA Lille

Analysis and tooling support for migrating GUI applications from the Spec framework to Spec 2 in the Pharo/Smalltalk ecosystem.