Publications

2026

    2025

    1. PIF: A PI-based AQM that ensures performance isolation in multi tenant cloud data centers
      Ahmed Ben Ali, Yann Labit, and Benoit Nougnanke
      In NOMS 2025-2025 IEEE Network Operations and Management Symposium, 2025
    2. How Dataset Diversity Affects Generalization in ML-based NIDS
      Benoit Nougnanke, Gregory Blanc, and Thomas Robert
      In European Symposium on Research in Computer Security, 2025
    3. Protocol-to-Model Translation Framework: Enabling Mathematically Tractable TCP Models for Autonomic Controller Design
      Ahmed Ben Ali, Yann Labit, Benoit Nougnanke, and 1 more author
      In Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

    2024

    1. gPerfIsol: GNN-based Rate-Limits Allocation for Performance Isolation in Multi-tenant Cloud
      Benoit Nougnanke, Justin Loye, Jean-François Baffier, and 3 more authors
      In 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN) (ICIN 2024), Mar 2024

    2023

    1. Learning-Based Infrastructure To Vehicle Link Quality Estimation
      Raoua Chakroun, Thierry Villemur, and Benoit Nougnanke
      In 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Mar 2023

    2022

    1. ML-based performance modeling in SDN-enabled data center networks
      Benoit Nougnanke, Yann Labit, Marc Bruyere, and 2 more authors
      IEEE Transactions on Network and Service Management, Mar 2022

    2021

    1. Learning-based Incast Performance Inference in Software-Defined Data Centers
      Kokouvi Benoit Nougnanke, Yann Labit, Marc Bruyere, and 2 more authors
      In 2021 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), Mar 2021
    2. ML-Based Incast Performance Optimization in Software-Defined Data Centers
      Kokouvi Benoit Nougnanke, Yann Labit, and Marc Bruyere
      In 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR) (IEEE HPSR’21), Jun 2021

    2020

    1. Novel Adaptive Data Collection based on a Confidence Index in SDN
      Kokouvi Benoit Nougnanke, and Yann Labit
      In 2020 IEEE 17th Annual Consumer Communications Networking Conference (CCNC), Jun 2020
    2. Low-Overhead Near-Real-Time Flow Statistics Collection in SDN
      Kokouvi Benoit Nougnanke, Marc Bruyere, and Yann Labit
      In 2020 6th IEEE Conference on Network Softwarization (NetSoft), Jun 2020

    2017

    1. A generic and configurable topology discovery service for software defined wireless multi-hop network
      Lunde Chen, Slim Abdellatif, Pascal Berthou, and 2 more authors
      In Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, Jun 2017