Francesco Bronzino

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name.lastname@ens-lyon.fr

Office M7.303

46 Allée d'Italie

69003 Lyon, France

I am an Associate Professor (Maître de Conférences) in computer science at École Normale Supérieure de Lyon and I am a member of LIP. I’m also a Junior fellow of the Institut universitaire de France (2025-2030), as well as the co-founder and CTO of NetMicroscope.

My research focuses broadly on leveraging emergent technologies to engineer software systems designed to measure and improve network service performance.

Before joining ENS Lyon, I was a Research Scientist at Nokia Bell Labs as well as a Post-Doc at Inria, Paris. I obtained a Ph.D. from WINLAB at Rutgers University.

Recent news

Sep 17, 2025 Our work arguing for a new Internet geolocation architecture has been accepted at ACM HotNets 2025. Congrats to my Ph.D. student Augustin for leading this work!
Sep 13, 2025 Our work developing JITI, a model serving system to support fast and accurate network traffic inference pipelines, has been accepted at ACM CoNEXT 2025. Congrats to Chase for leading this work!
Jul 18, 2025 We have received an International Emerging Actions (IEA) award from the CNRS to carry on our work on synthetic network traces generation!
Jun 10, 2025 I am honored to be nominated Junior member of the Institut universitaire de France starting October 2025!
Dec 25, 2024 Our work developing a framework for end-to-end optimization of ML-based traffic analysis pipelines has been accepted at USENIX NSDI 2025. Congrats to Gerry for leading this work!
Click here for past news

Selected publications

  1. SIGMETRICS
    Beyond Data Points: Regionalizing Crowdsourced Latency Measurements
    Taveesh Sharma, Paul Schmitt, Francesco Bronzino, Nick Feamster, and Nicole Marwell
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2025
    PDF
  2. NSDI
    CATO: End-to-end Optimization of ML Traffic Analysis Pipelines
    Gerry Wan, Shinan Liu, Francesco Bronzino, Nick Feamster, and Zakir Durumeric
    USENIX Symposium on Networked Systems Design and Implementation, 2025
    PDF
  3. CoNEXT
    JITI: Dynamic Model Serving for Just-in-Time Traffic Inference
    Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    Proceedings of the ACM on Networking, 2025
    PDF
  4. SIGMETRICS
    NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation
    Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, and Nick Feamster
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2024
    PDF
  5. SEC
    OVIDA: Orchestrator for Video Analytics on Disaggregated Architecture
    Manavjeet Singh, Sri Pramodh Rachuri, Bryan Bo Cao, Abhinav Sharma, Venkata Bhumireddy, Francesco Bronzino, Samir R. Das, Anshul Gandhi, and Shubham Jain
    IEEE/ACM Symposium on Edge Computing, 2024
    PDF
  6. SEC
    VideoJam: Self-Balancing Architecture for Live Video Analytics
    Youssouph Faye, Francescomaria Faticanti, Shubham Jain, and Francesco Bronzino
    IEEE/ACM Symposium on Edge Computing, 2024
    PDF
  7. CoNEXT
    LEAF: Navigating Concept Drift in Cellular Networks
    Shinan Liu, Francesco Bronzino, Paul Schmitt, Arjun Nitin Bhagoji, Nick Feamster, Hector Garcia Crespo, Timothy Coyle, and Brian Ward
    Proceedings of the ACM on Networking, 2023
    PDF
  8. SIGMETRICS
    Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
    Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Hyojoon Kim, Renata Teixeira, and Nick Feamster
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2021
    PDF
  9. PMC
    NOVN: A named-object based virtual network architecture to support advanced mobile edge computing services
    Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, and Dipankar Raychaudhuri
    Elsevier Pervasive and Mobile Computing, 2020
    PDF
  10. SIGMETRICS
    Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience
    Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Guilherme Martins, Renata Teixeira, and Nick Feamster
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2019
    PDF
  11. SEC
    Scalability and Performance Evaluation of Edge Cloud Systems for Latency Constrained Applications
    Sumit Maheshwari, Dipankar Raychaudhuri, Ivan Seskar, and Francesco Bronzino
    In IEEE/ACM Symposium on Edge Computing, 2018
    PDF