معرفی
Alain Jean-Marie is a Researcher at Inria within the NEO project team at Sophia Antipolis, actively contributing to group activities as evidenced by his scheduled presentation at the NEO Internal Meeting (NIM) on April 1, 2025. The NEO group focuses on network performance optimization using stochastic models and machine learning, developing key software libraries like Marmote and MarmoteMDP for Markov chain analysis and decision processes.
His research interests are derived from NEO's work and include:
- Markov Chains (core to Marmote library development)
- Network Performance (SIGMETRICS/PERFORMANCE conference participation)
- Machine Learning (collaborations with SAP on differential privacy)
- Stochastic Modeling (applied in delay-tolerant networks)
- Caching Algorithms (Best Paper Award at ITC 33)
- 5G Networks (Marie Masson's thesis focus)
No individual scientific awards are mentioned for Alain Jean-Marie, though the NEO group collectively received the Best Paper Award at ITC 33 for 'AÇAI: Ascent Similarity Caching with Approximate Indexes'.
Advising and funding context:
- PhD Supervision: NEO group supervised Marie Masson (2021, virtual 5G radio access networks) and Maximilien Dreveton (2022, community detection)
- Research Agreements: NSP (regression with categorical data), Qu'est-ce Qui Tourne (live performance recommendations), SAP (differential privacy/fairness)
- International Teams: MALENA (UNC Charlotte), THANES (IIT Bombay), LION (IIT Bombay)
Alain Jean-Marie is embedded in NEO's ecosystem, hosting visitors like Lorenzo Gregoris (Eindhoven University, April 2025) and participating in conferences including SIGMETRICS/PERFORMANCE 2024 in Venice.
