3 results
Develop a framework for network tomography combining graph neural networks with large language models. The GENIE ANR project investigates generalization across unseen network topologies, inference of non-additive metrics, and Graph-RAG diagnostics grounded in incident records and routing information. The doctorate includes experimental validation on…
Closes
Investigate mobile-network deployment and operation under carbon constraints in the ANR CUTS project with the ERMINE team. Research combines network economics and game theory to evaluate pricing, traffic management, regulation and infrastructure sharing in competitive settings. Collaborators include Orange Labs, CNRS-LORIA and Montimage. The two-year…
Closes
Build and investigate networks connecting superconducting quantum processors. The doctoral work uses superconducting circuits and cryogenic systems to explore quantum communication and distributed quantum operations.
End of results.