Publications

2024

  1. SIGMETRICS
    NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation
    Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, and 4 more authors
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2024
    PDF

2023

  1. CoNEXT
    LEAF: Navigating Concept Drift in Cellular Networks
    Shinan Liu, Francesco Bronzino, Paul Schmitt, and 5 more authors
    Proceedings of the ACM on Networking, 2023
    PDF

2021

  1. SIGMETRICS
    Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
    Francesco Bronzino, Paul Schmitt, Sara Ayoubi, and 3 more authors
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2021
    PDF

2019

  1. SIGMETRICS
    Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience
    Francesco Bronzino, Paul Schmitt, Sara Ayoubi, and 3 more authors
    Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2019
    PDF