Qiong Liu

I am a Maîtresse de conférences (Assistant Professor) at Sorbonne Université, within the LIP6 laboratory (NPA team) in Paris, France.

My research follows two complementary directions. First, I develop stochastic-geometry and queueing models to characterize stability, delay, reliability, and rate performance in large-scale wireless networks. Second, I develop AI/ML methods for monitoring, diagnosis, and resource control in softwarized network infrastructures.

A central theme of my work is to connect these directions: using analytical models to understand and improve learning-enabled network control. Current applications include 5G/6G wireless networks, network slicing, and high-speed software data planes.

Previously, I was an Assistant Professor at CY Cergy Paris University and a Postdoctoral Researcher at Télécom Paris. I received my Ph.D. from INSA Rennes in 2022.

Research Interests

• AI for Networked Systems: MLOps, Performance Intelligence
• Softwarized Infrastructures: NFV/SDN Architectures, High-Speed Software Data Planes
• Stochastic Modeling: Stochastic Geometry, Queueing Theory

Education

• PostDoc. in Computer Science, Telecom Paris, Institution polytechnique de Paris, France, 2024.
• Ph.D. in Telecommunications, INSA Rennes, France, 2022.
• M.Sc. in Telecommunication, Xidian University, China.
• B.Sc. in Electronic Information, Shandong University, China.