Publications

Conferences, Journals, and Workshops

2026

  1. PAM
    Measuring Low Latency at Scale: A Field Study of L4S in Residential Broadband
    Ayoub Ben Ameur, Francesco Bronzino, Nick Feamster, and Paul Schmitt
    In PAM 2026
    PDF
  2. CoNEXT
    NetSSM: Multi-Flow and State-Aware Network Trace Generation using State-Space Models
    Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    In ACM CoNEXT 2026
    PDF
  3. NetSoft
    LoFi: Low-Cost Early Application Filter Based on Cached ML Decisions
    Johann Hugon, Shinan Liu, Paul Schmitt, Nick Feamster, and Francesco Bronzino
    In IEEE NetSoft 2026
    PDF
  4. IWCMC
    Detection-Aware Controller Placement in Software-Defined Networks
    Loïc Desgeorges, Francesco Bronzino, and Francescomaria Faticanti
    In IEEE IWCMC 2026
    PDF
  5. PETS
    SoK: Privacy Threats in Geolocation Ecosystems
    Augustin Laouar, Paul Lachat, Loïc Desgeorges, Vincent Roca, Mathieu Cunche, and Francesco Bronzino
    In PETS 2026
    PDF
  6. CoNEXT
    Less is More: Optimizing Probe Selection Using Shared Latency Anomalies
    Taveesh Sharma, Andrew Chu, Paul Schmitt, Francesco Bronzino, Nick Feamster, and Nicole Marwell
    In ACM CoNEXT 2026
    PDF
  7. ERN
    Measuring iCloud Private Relay: Desktop and Mobile Performance
    Damiano Ravalico, Martino Trevisan, Idilio Drago, Paul Schmitt, and Francesco Bronzino
    In Workshop on Experimental Research on Networking
    PDF

2025

  1. SIGMETRICS
    Beyond Data Points: Regionalizing Crowdsourced Latency Measurements
    Taveesh Sharma, Paul Schmitt, Francesco Bronzino, Nick Feamster, and Nicole Marwell
    In ACM Sigmetrics 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
    In USENIX NSDI 2025
    PDF
  3. LANMAN
    The Cost of Packet Loss on ML-Based Traffic Analysis
    Johann Hugon, Paul Schmitt, and Francesco Bronzino
    In IEEE LANMAN 2025
    PDF
  4. LCN
    Model Placement for Quality Inference of Video Streaming Traffic Over a Cellular Network
    Francescomaria Faticanti, Loïc Desgeorges, Rémi Watrigant, Thomas Begin, and Francesco Bronzino
    In IEEE LCN 2025
    PDF
  5. CoNEXT
    JITI: Dynamic Model Serving for Just-in-Time Traffic Inference
    Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    In ACM CoNEXT 2025
    PDF
  6. HotNets
    Rethinking Geolocalization on the Internet
    Laouar Augustin, Loïc Desgeorges, Paul Schmitt, and Francesco Bronzino
    In ACM HotNets 2025

2024

  1. 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
    In ACM Sigmetrics 2024
    PDF
  2. 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
    In IEEE/ACM SEC 2024
    PDF
  3. SEC
    VideoJam: Self-Balancing Architecture for Live Video Analytics
    Youssouph Faye, Francescomaria Faticanti, Shubham Jain, and Francesco Bronzino
    In IEEE/ACM SEC 2024
    PDF
  4. NAIC
    Feasibility of State Space Models for Network Traffic Generation
    Andrew Chu, Xi Jiang, Shinan Liu, Arjun Bhagoji, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    In ACM SIGCOMM Workshop on Networks for AI Computing
    PDF
  5. WiOpt
    Optimal Flow Admission Control in Edge Computing via Safe Reinforcement Learning
    Andrea Fox, Francesco De Pellegrini, Francescomaria Faticanti, Eitan Altman, and Francesco Bronzino
    In WiOpt 2024
    PDF

2023

  1. PAM
    Measuring the Performance of iCloud Private Relay
    Martino Trevisan, Idilio Drago, Paul Schmitt, and Francesco Bronzino
    In PAM 2023
    PDF
  2. 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
    In ACM CoNEXT 2023
    PDF
  3. CORES
    Outil interactif pour l’alignement de la vue client-opérateur sur les architectures de réseau
    Mathieu Guglielmino, Francesco Bronzino, and Sébastien Monnet
    In CORES 2023
    PDF
  4. CoNEXT-SW
    Towards Adaptive ML Traffic Processing Systems
    Johann Hugon, Gaetan Nodet, Anthony Busson, and Francesco Bronzino
    In ACM CoNEXT Student Workshop 2023
    PDF
  5. HotNets
    Generative, High-Fidelity Network Traces
    Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Paul Schmitt, Francesco Bronzino, and Nick Feamster
    In ACM HotNets 2023

2022

  1. Sensors
    CARA: Connectivity-Aware Relay Algorithm for Multi-Robot Expeditions
    Razanne Abu-Aisheh, Francesco Bronzino, Lou Salaün, and Thomas Watteyne
    In MDPI Sensors
    PDF
  2. 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
    In ACM Sigmetrics 2022
    PDF
  3. MTEN
    Towards Designing Robust and Efficient Classifiers for Encrypted Traffic in the Modern Internet
    Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    In IAB workshop on Management Techniques in Encrypted Networks 2022
    PDF
  4. PACMI
    Understanding Model Drift in a Large Cellular Network
    Shinan Liu, Francesco Bronzino, Paul Schmitt, Arjun Nitin Bhagoji, Nick Feamster, Hector Garcia Crespo, Timothy Coyle, and Brian Ward
    In Practical Adoption Challenges of ML for Systems in Industry Workshop 2022
    PDF

2021

  1. PAM
    Characterizing Service Provider Response to the COVID-19 Pandemic in the United States
    Shinan Liu, Paul Schmitt, Francesco Bronzino, and Nick Feamster
    In PAM 2021
    PDF
  2. ITC
    Application-Aware End-to-End Virtualization Using a Named-Object Based Network Architecture
    Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, and Dipankar Raychaudhuri
    In ITC 2021
    PDF
  3. CCNC
    On the deployability of augmented reality using embedded edge devices
    Ayoub Ben Ameur, Andrea Araldo, and Francesco Bronzino
    In IEEE CCNC 2021
    PDF
  4. TPRC
    Mapping the Digital Divide: Before, During, and After COVID-19
    Francesco Bronzino, Nick Feamster, Shinan Liu, James Saxon, and Paul Schmitt
    In TPRC 48
    PDF
  5. NanoCoCoA
    Coordinating a Swarm of Micro-Robots Under Lossy Communication
    Razanne Abu-Aisheh, Francesco Bronzino, Myriana Rifai, Lou Salaun, and Thomas Watteyne
    In ACM International Workshop on Nanoscale Computing, Communication, and Applications 2021
    PDF
  6. DCOSS
    (POSTER) Impact of Connectivity Degradation on Networked Robotic Swarm Cooperation
    Razanne Abu-Aisheh, Myriana Rifai, Francesco Bronzino, and Thomas Watteyne
    In International Conference on Distributed Computing in Sensor Systems
    PDF
  7. COVID19
    Interconnection Changes in the United States
    Francesco Bronzino, Elizabeth Cully, Nick Feamster, Shinan Liu, Jason Livingood, and Paul Schmitt
    In IAB COVID-19 Workshop 2021
    PDF
  8. HotEdgeVideo
    Decentralized modular architecture for live video analytics at the edge
    Sri Pramodh Rachuri, Francesco Bronzino, and Shubham Jain
    In ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges 2021
    PDF
  9. HotEdgeVideo
    The case for admission control of mobile cameras into the live video analytics pipeline
    Francescomaria Faticanti, Francesco Bronzino, and Francesco De Pellegrini
    In ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges 2021
    PDF

2020

  1. 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
    In Elsevier Pervasive and Mobile Computing
  2. 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
    In ACM Sigmetrics 2020
    PDF
  3. WIDROIT
    Atlas: Exploration and Mapping with a Sparse Swarm of Networked IoT Robots
    Razanne Abu-Aisheh, Francesco Bronzino, Myriana Rifai, Brian Kilberg, Kris Pister, and Thomas Watteyne
    In International Conference on Distributed Computing in Sensor Systems 2020
    PDF

2019

  1. ICDCN
    NOVN: named-object based virtual network architecture
    Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, and Dipankar Raychaudhuri
    In ICDCN 2019
    PDF
  2. PAM
    Service Traceroute: Tracing Paths of Application Flows
    Ivan Morandi, Francesco Bronzino, Renata Teixeira, and Srikanth Sundaresan
    In PAM 2019
    PDF

2018

  1. TPRC
    Enhancing Transparency: Internet Video Quality Inference from Network Traffic
    Paul Schmitt, Francesco Bronzino, Renata Teixeira, Tithi Chattopadhyay, and Nick Feamster
    In TPRC 46
    PDF
  2. 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 SEC 2018
    PDF
  3. WiNTECH
    nepi-ng: an efficient experiment control tool in R2lab
    Thierry Parmentelat, Thierry Turletti, Walid Dabbous, Mohamed Naoufal Mahfoudi, and Francesco Bronzino
    In ACM International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization 2018
    PDF

2017

  1. CSCN
    An agile resource management framework for 5G
    Ö Bulakci, DM Gutierrez-Estevez, M Ericson, A Prasad, E Pateromichelakis, G Calochira, J Belschner, P Arnold, F Sanchez Moya, AM Ibrahim, and  others
    In IEEE CSCN 2017
    PDF
  2. CTRQ
    Enabling Advanced Network Services in the Future Internet Using Named Object Identifiers and Global Name Resolution
    Shreyasee Mukherjee, Parishad Karimi, Dipankar Raychaudhuri, and Francesco Bronzino
    In CTRQ 2017
    PDF
  3. RAFNET
    Evaluating 5G Multihoming Services in the MobilityFirst Future Internet Architecture
    P. Karimi, M. Sherman, F. Bronzino, I. Seskar, D. Raychaudhuri, and A. Gosain
    In IEEE 85th Vehicular Technology Conference 2017
    PDF
  4. MobiArch
    The Named-Object Abstraction for Realizing Advanced Mobility Services in the Future Internet
    Francesco Bronzino, Shreyasee Mukherjee, and Dipankar Raychaudhuri
    In ACM Workshop on Mobility in the Evolving Internet Architecture 2017
    PDF

2016

  1. CCNC
    Exploiting network awareness to enhance DASH over wireless
    Francesco Bronzino, Dragoslav Stojadinovic, Cedric Westphal, and Dipankar Raychaudhuri
    In IEEE CCNC 2016
    PDF
  2. GLOBECOM
    Achieving Scalable Push Multicast Services Using Global Name Resolution
    Shreyasee Mukherjee, Francesco Bronzino, Suja Srinivasan, Jiachen Chen, and Dipankar Raychaudhuri
    In IEEE GLOBECOM 2016
    PDF
  3. DCC
    vMCN: virtual mobile cloud network for realizing scalable, real-time cyber physical systems
    Kiyohide Nakauchi, Francesco Bronzino, Yozo Shoji, Ivan Seskar, and Dipankar Raychaudhuri
    In ACM Workshop on Distributed Cloud Computing 2016
    PDF
  4. SmartObjects
    Abstractions and Solutions to Support Smart-objects in the Future Internet
    Francesco Bronzino, and Dipankar Raychaudhuri
    In ACM Workshop on Experiences in the Design and Implementation of Smart Objects 2016
    PDF

2015

  1. CCNC
    Congestion-aware edge caching for adaptive video streaming in information-centric networks
    Yu-Ting Yu, Francesco Bronzino, Ruolin Fan, Cedric Westphal, and Mario Gerla
    In IEEE CCNC 2015
    PDF
  2. EuCNC
    Experiences with testbed evaluation of the mobilityfirst future internet architecture
    Francesco Bronzino, Dipankar Raychaudhuri, and Ivan Seskar
    In IEEE EuCNC 2015
    PDF
  3. ICN
    MFTP: A Clean-Slate Transport Protocol for the Information Centric MobilityFirst Network
    Kai Su, Francesco Bronzino, KK Ramakrishnan, and Dipankar Raychaudhuri
    In ACM ICN 2015
    PDF

2014

  1. CNERT
    In-network compute extensions for rate-adaptive content delivery in mobile networks
    Francesco Bronzino, Chao Han, Yang Chen, Kiran Nagaraja, Xiaowei Yang, Ivan Seskar, and Dipankar Raychaudhuri
    In IEEE Workshop on Computer and Networking Experimental Research using Testbeds 2014
    PDF

2013

  1. MobiArch
    Network service abstractions for a mobility-centric future internet architecture
    Francesco Bronzino, Kiran Nagaraja, Ivan Seskar, and Dipankar Raychaudhuri
    In ACM international workshop on Mobility in the evolving internet architecture 2013
    PDF

2012

  1. VCIP
    An adaptive hybrid CDN/P2P solution for Content Delivery Networks
    F. Bronzino, R. Gaeta, M. Grangetto, and G. Pau
    In IEEE VCIP 2012
    PDF

Preprints

  1. Roomie: Interference-Aware Colocation for Efficient Model Serving
    Youssouph Faye, Francescomaria Faticanti, Shubham Jain, and Francesco Bronzino
    arXiv preprint arXiv:2607.16784
    PDF
  2. ChronoSSM: Training for Temporally Aware Representations in Autoregressive State Space Models
    Adrien Schoen, Nachiketa Patil, Arjun Bhagoji, and Francesco Bronzino
    arXiv preprint arXiv:2608.10120
    PDF
  3. Cruise Control: Dynamic Model Selection for ML-Based Network Traffic Analysis
    Johann Hugon, Paul Schmitt, Anthony Busson, and Francesco Bronzino
    arXiv preprint arXiv:2412.15146
    PDF