Publications

Conferences, Journals, and Workshops

2025

  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
  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

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
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2024
  2. 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 International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks, 2024
  3. 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
  4. 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
  5. 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
    Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024

2023

  1. PAM
    Measuring the Performance of iCloud Private Relay
    Martino Trevisan, Idilio Drago, Paul Schmitt, and Francesco Bronzino
    In Passive and Active Measurement Conference, 2023
  2. CORES
    Outil interactif pour l’alignement de la vue client-opérateur sur les architectures de réseau
    Mathieu Guglielmino, Francesco Bronzino, and Sébastien Monnet
    In Rencontres Francophones sur la Conception de protocoles, l’évaluation de performances et l’expérimentation de Réseaux de communication, 2023
  3. 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
  4. CoNEXT-SW
    Towards Adaptive ML Traffic Processing Systems
    Johann Hugon, Gaetan Nodet, Anthony Busson, and Francesco Bronzino
    Proceedings of the ACM CoNEXT Student Workshop 2023, 2023
  5. HotNets
    Generative, High-Fidelity Network Traces
    Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Paul Schmitt, Francesco Bronzino, and Nick Feamster
    Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023
  6. EuroVis
    (POSTER) MILADY (Matrix+ Linear Diagram): Visual Exploration and Edition of Multivariate Graphs for Computer Networks Management
    Mathieu Guglielmino, Francesco Bronzino, Arnaud Sallaberry, and Sébastien Monnet
    The Eurographics Association, 2023

2022

  1. Sensors
    CARA: Connectivity-Aware Relay Algorithm for Multi-Robot Expeditions
    Razanne Abu-Aisheh, Francesco Bronzino, Lou Salaün, and Thomas Watteyne
    MDPI Sensors, 2022
  2. 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
    IAB workshop on Management Techniques in Encrypted Networks, 2022
  3. 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
    Practical Adoption Challenges of ML for Systems in Industry Workshop, 2022

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 Passive and Active Measurement Conference, 2021
  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 International Teletraffic Congress, 2021
  3. CCNC
    On the deployability of augmented reality using embedded edge devices
    Ayoub Ben Ameur, Andrea Araldo, and Francesco Bronzino
    In IEEE Annual Consumer Communications & Networking Conference, 2021
  4. TPRC
    Mapping the Digital Divide: Before, During, and After COVID-19
    Francesco Bronzino, Nick Feamster, Shinan Liu, James Saxon, and Paul Schmitt
    Research Conference on Communication, Information and Internet Policy, 2021
  5. 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
  6. NanoCoCoA
    Coordinating a Swarm of Micro-Robots Under Lossy Communication
    Razanne Abu-Aisheh, Francesco Bronzino, Myriana Rifai, Lou Salaun, and Thomas Watteyne
    In 2nd ACM International Workshop on Nanoscale Computing, Communication, and Applications, 2021
  7. DCOSS
    (POSTER) Impact of Connectivity Degradation on Networked Robotic Swarm Cooperation
    Razanne Abu-Aisheh, Myriana Rifai, Francesco Bronzino, and Thomas Watteyne
    In 17th International Conference on Distributed Computing in Sensor Systems, 2021
  8. COVID19
    Interconnection Changes in the United States
    Francesco Bronzino, Elizabeth Cully, Nick Feamster, Shinan Liu, Jason Livingood, and Paul Schmitt
    IAB COVID-19 Workshop, 2021
  9. HotEdgeVideo
    Decentralized modular architecture for live video analytics at the edge
    Sri Pramodh Rachuri, Francesco Bronzino, and Shubham Jain
    In 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021
  10. HotEdgeVideo
    The case for admission control of mobile cameras into the live video analytics pipeline
    Francescomaria Faticanti, Francesco Bronzino, and Francesco De Pellegrini
    In 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

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
    Elsevier Pervasive and Mobile Computing, 2020
  2. 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 16th International Conference on Distributed Computing in Sensor Systems, 2020

2019

  1. ICDCN
    NOVN: named-object based virtual network architecture
    Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, and Dipankar Raychaudhuri
    In International Conference on Distributed Computing and Networking, 2019
  2. PAM
    Service Traceroute: Tracing Paths of Application Flows
    Ivan Morandi, Francesco Bronzino, Renata Teixeira, and Srikanth Sundaresan
    In Conference on Passive and Active Network Measurement, 2019
  3. 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

2018

  1. TPRC
    Enhancing Transparency: Internet Video Quality Inference from Network Traffic
    Paul Schmitt, Francesco Bronzino, Renata Teixeira, Tithi Chattopadhyay, and Nick Feamster
    In Research Conference on Communication, Information and Internet Policy, 2018
  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 Symposium on Edge Computing, 2018
  3. WiNTECH
    nepi-ng: an efficient experiment control tool in R2lab
    Thierry Parmentelat, Thierry Turletti, Walid Dabbous, Mohamed Naoufal Mahfoudi, and Francesco Bronzino
    In 12th ACM International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization, 2018

2017

  1. 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 International Conference on Communication Theory, Reliability, and Quality of Service, 2017
  2. CSNC
    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 Conference on Standards for Communications and Networking, 2017
  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
  4. MobiArch
    The Named-Object Abstraction for Realizing Advanced Mobility Services in the Future Internet
    Francesco Bronzino, Shreyasee Mukherjee, and Dipankar Raychaudhuri
    In Workshop on Mobility in the Evolving Internet Architecture, 2017

2016

  1. CCNC
    Exploiting network awareness to enhance DASH over wireless
    Francesco Bronzino, Dragoslav Stojadinovic, Cedric Westphal, and Dipankar Raychaudhuri
    In IEEE Consumer Communications & Networking Conference, 2016
  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
  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 4th Workshop on Distributed Cloud Computing, 2016
  4. SmartObjects
    Abstractions and Solutions to Support Smart-objects in the Future Internet
    Francesco Bronzino, and Dipankar Raychaudhuri
    In 2nd Workshop on Experiences in the Design and Implementation of Smart Objects, 2016

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 Consumer Communications and Networking Conference, 2015
  2. EuCNC
    Experiences with testbed evaluation of the mobilityfirst future internet architecture
    Francesco Bronzino, Dipankar Raychaudhuri, and Ivan Seskar
    In IEEE European Conference on Networks and Communications, 2015
  3. ICN
    MFTP: A Clean-Slate Transport Protocol for the Information Centric MobilityFirst Network
    Kai Su, Francesco Bronzino, KK Ramakrishnan, and Dipankar Raychaudhuri
    In International Conference on Information-Centric Networking, 2015

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

2013

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

2012

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

Preprints

  1. Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs
    Saloua Naama, Kavé Salamatian, and Francesco Bronzino
    arXiv preprint arXiv:2407.21609, 2024
  2. 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, 2024
  3. Internet Localization of Multi-Party Relay Users: Inherent Friction Between Internet Services and User Privacy
    Sean Flynn, Francesco Bronzino, and Paul Schmitt
    arXiv preprint arXiv:2307.04009, 2023
  4. AC-DC: Adaptive Ensemble Classification for Network Traffic Identification
    Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, and Nick Feamster
    arXiv preprint arXiv:2302.11718, 2023