Francesco Bronzino

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 48

Top Topics

Modular Architecture

Ensemble Classification

Future Internet

Top Venues

Proc. ACM Meas. Anal. Comput. Syst.

Publications

Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. SIGMETRICS/Performance (Abstracts) (2024)
Gerry Wan, Shinan Liu, Francesco Bronzino, Nick Feamster, Zakir Durumeric
CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines. CoRR (2024)
Taveesh Sharma, Paul Schmitt, Francesco Bronzino, Nick Feamster, Nicole P. Marwell
Spatial Models for Crowdsourced Internet Access Network Performance Measurements. CoRR (2024)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
Feasibility of State Space Models for Network Traffic Generation. CoRR (2024)
Andrea Fox, Francesco De Pellegrini, Francescomaria Faticanti, Eitan Altman, Francesco Bronzino
Optimal Flow Admission Control in Edge Computing via Safe Reinforcement Learning. CoRR (2024)
Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
Feasibility of State Space Models for Network Traffic Generation. NAIC (2024)
Saloua Naama, Kavé Salamatian, Francesco Bronzino
Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs. CoRR (2024)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. CoRR (2023)
Shinan Liu, Francesco Bronzino, Paul Schmitt, Arjun Nitin Bhagoji, Nick Feamster, Hector Garcia Crespo, Timothy Coyle, Brian Ward
LEAF: Navigating Concept Drift in Cellular Networks. PACMNET 1 (CoNEXT2) (2023)
Mathieu Guglielmino, Francesco Bronzino, Arnaud Sallaberry, Sébastien Monnet
MILADY (Matrix+Linear Diagram): Visual Exploration and Edition of Multivariate Graphs for Computer Networks Management. EuroVis (Posters) (2023)
Sean Flynn, Francesco Bronzino, Paul Schmitt
Internet Localization of Multi-Party Relay Users: Inherent Friction Between Internet Services and User Privacy. CoRR (2023)
Martino Trevisan, Idilio Drago, Paul Schmitt, Francesco Bronzino
Measuring the Performance of iCloud Private Relay. PAM (2023)
Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, Nick Feamster
AC-DC: Adaptive Ensemble Classification for Network Traffic Identification. CoRR (2023)
Johann Hugon, Gaetan Nodet, Anthony Busson, Francesco Bronzino
Towards Adaptive ML Traffic Processing Systems. StudentWorkshop@CoNEXT (2023)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Paul Schmitt, Francesco Bronzino, Nick Feamster
Generative, High-Fidelity Network Traces. HotNets (2023)
Razanne Abu-Aisheh, Francesco Bronzino, Lou Salaün, Thomas Watteyne
CARA: Connectivity-Aware Relay Algorithm for Multi-Robot Expeditions. Sensors 22 (23) (2022)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Hyojoon Kim, Renata Teixeira, Nick Feamster
Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic. SIGMETRICS (Abstracts) (2022)
Razanne Abu-Aisheh, Myriana Rifai, Francesco Bronzino, Thomas Watteyne
(POSTER) Impact of Connectivity Degradation on Networked Robotic Swarm Cooperation. DCOSS (2021)
Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. PAM (2021)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Hyojoon Kim, Renata Teixeira, Nick Feamster
Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic. Proc. ACM Meas. Anal. Comput. Syst. 5 (3) (2021)
Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, Dipankar Raychaudhuri
. ITC (2021)
Shinan Liu, Francesco Bronzino, Paul Schmitt, Nick Feamster, Ricardo Borges, Hector Garcia Crespo, Brian Ward
Understanding Model Drift in a Large Cellular Network. CoRR (2021)
Francescomaria Faticanti, Francesco Bronzino, Francesco De Pellegrini
The case for admission control of mobile cameras into the live video analytics pipeline. HotEdgeVideo@MobiCom (2021)
Razanne Abu-Aisheh, Francesco Bronzino, Myriana Rifai, Lou Salaun, Thomas Watteyne
Coordinating a Swarm of Micro-Robots Under Lossy Communication. SenSys (2021)
Ayoub Ben-Ameur, Andrea Araldo, Francesco Bronzino
On the Deployability of Augmented Reality Using Embedded Edge Devices. CCNC (2021)
Sri Pramodh Rachuri, Francesco Bronzino, Shubham Jain
Decentralized modular architecture for live video analytics at the edge. HotEdgeVideo@MobiCom (2021)
Ayoub Ben-Ameur, Andrea Araldo, Francesco Bronzino
On the Deployability of Augmented Reality Using Embedded Edge Devices. CoRR (2020)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Guilherme Martins, Renata Teixeira, Nick Feamster
Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience. SIGMETRICS (Abstracts) (2020)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Guilherme Martins, Renata Teixeira, Nick Feamster
Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience. SIGMETRICS Perform. Evaluation Rev. 48 (3) (2020)
Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. CoRR (2020)
Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, Dipankar Raychaudhuri
NOVN: A named-object based virtual network architecture to support advanced mobile edge computing services. Pervasive Mob. Comput. 69 (2020)
Razanne Abu-Aisheh, Francesco Bronzino, Myriana Rifai, Brian Kilberg, Kris Pister, Thomas Watteyne
Atlas: Exploration and Mapping with a Sparse Swarm of Networked IoT Robots. DCOSS (2020)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Hyojoon Kim, Renata Teixeira, Nick Feamster
Beyond Accuracy: Cost-Aware Data Representation Exploration for Network Traffic Model Performance. CoRR (2020)
Ivan Morandi, Francesco Bronzino, Renata Teixeira, Srikanth Sundaresan
Service Traceroute: Tracing Paths of Application Flows. PAM (2019)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Guilherme Martins, Renata Teixeira, Nick Feamster
Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience. Proc. ACM Meas. Anal. Comput. Syst. 3 (3) (2019)
Francesco Bronzino, Paul Schmitt, Sara Ayoubi, Nick Feamster, Renata Teixeira, Sarah Wassermann, Srikanth Sundaresan
Lightweight, General Inference of Streaming Video Quality from Encrypted Traffic. CoRR (2019)
Francesco Bronzino, Sumit Maheshwari, Ivan Seskar, Dipankar Raychaudhuri
NOVN: named-object based virtual network architecture. ICDCN (2019)
Thierry Parmentelat, Thierry Turletti, Walid Dabbous, Mohamed Naoufal Mahfoudi, Francesco Bronzino
nepi-ng: An Efficient Experiment Control Tool in R2lab. WiNTECH@MOBICOM (2018)
Sumit Maheshwari, Dipankar Raychaudhuri, Ivan Seskar, Francesco Bronzino
Scalability and Performance Evaluation of Edge Cloud Systems for Latency Constrained Applications. SEC (2018)
Ömer Bulakci, David Manuel Gutiérrez Estévez, Marten Ericson, Athul Prasad, Emmanouil Pateromichelakis, G. Calochira, Jakob Belschner, Paul Arnold, Fernando Sanchez-Moya, A. M. Ibrahim, Francesco Bronzino, Haris Celik, Gábor Fodor
An agile resource management framework for 5G. CSCN (2017)
Parishad Karimi, Michael Sherman, Francesco Bronzino, Ivan Seskar, Dipankar Raychaudhuri, Abhimanyu Gosain
Evaluating 5G Multihoming Services in the MobilityFirst Future Internet Architecture. VTC Spring (2017)
Francesco Bronzino, Shreyasee Mukherjee, Dipankar Raychaudhuri
The Named-Object Abstraction for Realizing Advanced Mobility Services in the Future Internet. MobiArch@SIGCOMM (2017)
Shreyasee Mukherjee, Francesco Bronzino, Suja Srinivasan, Jiachen Chen, Dipankar Raychaudhuri
Achieving Scalable Push Multicast Services Using Global Name Resolution. GLOBECOM (2016)
Kiyohide Nakauchi, Francesco Bronzino, Yozo Shoji, Ivan Seskar, Dipankar Raychaudhuri
vMCN: virtual mobile cloud network for realizing scalable, real-time cyber physical systems. DCC@PODC (2016)
Francesco Bronzino, Dipankar Raychaudhuri
Abstractions and solutions to support smart-objects in the future internet. SmartObjects@MobiCom (2016)
Francesco Bronzino, Dragoslav Stojadinovic, Cédric Westphal, Dipankar Raychaudhuri
Exploiting network awareness to enhance DASH over wireless. CCNC (2016)
Francesco Bronzino, Dipankar Raychaudhuri, Ivan Seskar
Demonstrating Context-Aware Services in the Mobility First Future Internet Architecture. ITC (2016)
Francesco Bronzino, Dragoslav Stojadinovic, Cédric Westphal, Dipankar Raychaudhuri
Exploiting Network Awareness to Enhance DASH Over Wireless. CoRR (2015)
Yu-Ting Yu, Francesco Bronzino, Ruolin Fan, Cédric Westphal, Mario Gerla
Congestion-aware edge caching for adaptive video streaming in Information-Centric Networks. CCNC (2015)
Kai Su, Francesco Bronzino, K. K. Ramakrishnan, Dipankar Raychaudhuri
MFTP: A Clean-Slate Transport Protocol for the Information Centric Mobilityfirst Network. ICN (2015)
Francesco Bronzino, Dipankar Raychaudhuri, Ivan Seskar
Experiences with testbed evaluation of the MobilityFirst Future Internet Architecture. EuCNC (2015)
Francesco Bronzino, Chao Han, Yang Chen, Kiran Nagaraja, Xiaowei Yang, Ivan Seskar, Dipankar Raychaudhuri
In-Network Compute Extensions for Rate-Adaptive Content Delivery in Mobile Networks. ICNP (2014)
Francesco Bronzino, Kiran Nagaraja, Ivan Seskar, Dipankar Raychaudhuri
Network service abstractions for a mobility-centric future internet architecture. MobiArch@MobiCom (2013)
Francesco Bronzino, Rossano Gaeta, Marco Grangetto, Giovanni Pau
An adaptive hybrid CDN/P2P solution for Content Delivery Networks. VCIP (2012)