Publications
Conferences, Journals, and Workshops
2025
- SIGMETRICS
- NSDICATO: End-to-end Optimization of ML Traffic Analysis PipelinesUSENIX Symposium on Networked Systems Design and Implementation, 2025
- LANMANThe Cost of Packet Loss on ML-Based Traffic AnalysisIEEE International Symposium on Local and Metropolitan Area Networks, 2025
- LCNModel Placement for Quality Inference of Video Streaming Traffic Over a Cellular NetworkIEEE Conference on Local Computer Networks, 2025
- CoNEXTJITI: Dynamic Model Serving for Just-in-Time Traffic InferenceProceedings of the ACM on Networking, 2025
- HotNetsRethinking Geolocalization on the InternetProceedings of the 24th ACM Workshop on Hot Topics in Networks, 2025
2024
- SIGMETRICSNetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic GenerationProceedings of the ACM on Measurement and Analysis of Computing Systems, 2024
- WiOptOptimal Flow Admission Control in Edge Computing via Safe Reinforcement LearningIn International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks, 2024
- SECOVIDA: Orchestrator for Video Analytics on Disaggregated ArchitectureIEEE/ACM Symposium on Edge Computing, 2024
- SECVideoJam: Self-Balancing Architecture for Live Video AnalyticsIEEE/ACM Symposium on Edge Computing, 2024
- NAICFeasibility of State Space Models for Network Traffic GenerationProceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024
2023
- PAMMeasuring the Performance of iCloud Private RelayIn Passive and Active Measurement Conference, 2023
- CORESOutil interactif pour l’alignement de la vue client-opérateur sur les architectures de réseauIn Rencontres Francophones sur la Conception de protocoles, l’évaluation de performances et l’expérimentation de Réseaux de communication, 2023
- CoNEXT
- CoNEXT-SWTowards Adaptive ML Traffic Processing SystemsProceedings of the ACM CoNEXT Student Workshop 2023, 2023
- HotNetsGenerative, High-Fidelity Network TracesProceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023
- EuroVis(POSTER) MILADY (Matrix+ Linear Diagram): Visual Exploration and Edition of Multivariate Graphs for Computer Networks ManagementThe Eurographics Association, 2023
2022
- Sensors
- MTENTowards Designing Robust and Efficient Classifiers for Encrypted Traffic in the Modern InternetIAB workshop on Management Techniques in Encrypted Networks, 2022
- PACMIUnderstanding Model Drift in a Large Cellular NetworkPractical Adoption Challenges of ML for Systems in Industry Workshop, 2022
2021
- PAMCharacterizing Service Provider Response to the COVID-19 Pandemic in the United StatesIn Passive and Active Measurement Conference, 2021
- ITCApplication-Aware End-to-End Virtualization Using a Named-Object Based Network ArchitectureIn International Teletraffic Congress, 2021
- CCNCOn the deployability of augmented reality using embedded edge devicesIn IEEE Annual Consumer Communications & Networking Conference, 2021
- TPRCMapping the Digital Divide: Before, During, and After COVID-19Research Conference on Communication, Information and Internet Policy, 2021
- SIGMETRICSTraffic Refinery: Cost-Aware Data Representation for Machine Learning on Network TrafficProceedings of the ACM on Measurement and Analysis of Computing Systems, 2021
- NanoCoCoACoordinating a Swarm of Micro-Robots Under Lossy CommunicationIn 2nd ACM International Workshop on Nanoscale Computing, Communication, and Applications, 2021
- DCOSS(POSTER) Impact of Connectivity Degradation on Networked Robotic Swarm CooperationIn 17th International Conference on Distributed Computing in Sensor Systems, 2021
- COVID19
- HotEdgeVideoDecentralized modular architecture for live video analytics at the edgeIn 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021
- HotEdgeVideoThe case for admission control of mobile cameras into the live video analytics pipelineIn 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021
2020
- PMCNOVN: A named-object based virtual network architecture to support advanced mobile edge computing servicesElsevier Pervasive and Mobile Computing, 2020
- WIDROITAtlas: Exploration and Mapping with a Sparse Swarm of Networked IoT RobotsIn 16th International Conference on Distributed Computing in Sensor Systems, 2020
2019
- ICDCNNOVN: named-object based virtual network architectureIn International Conference on Distributed Computing and Networking, 2019
- PAMService Traceroute: Tracing Paths of Application FlowsIn Conference on Passive and Active Network Measurement, 2019
- SIGMETRICSInferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment ExperienceProceedings of the ACM on Measurement and Analysis of Computing Systems, 2019
2018
- TPRCEnhancing Transparency: Internet Video Quality Inference from Network TrafficIn Research Conference on Communication, Information and Internet Policy, 2018
- SECScalability and Performance Evaluation of Edge Cloud Systems for Latency Constrained ApplicationsIn IEEE/ACM Symposium on Edge Computing, 2018
- WiNTECHnepi-ng: an efficient experiment control tool in R2labIn 12th ACM International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization, 2018
2017
- CTRQEnabling Advanced Network Services in the Future Internet Using Named Object Identifiers and Global Name ResolutionIn International Conference on Communication Theory, Reliability, and Quality of Service, 2017
- CSNCAn agile resource management framework for 5GIn IEEE Conference on Standards for Communications and Networking, 2017
- RAFNETEvaluating 5G Multihoming Services in the MobilityFirst Future Internet ArchitectureIn IEEE 85th Vehicular Technology Conference, 2017
- MobiArchThe Named-Object Abstraction for Realizing Advanced Mobility Services in the Future InternetIn Workshop on Mobility in the Evolving Internet Architecture, 2017
2016
- CCNCExploiting network awareness to enhance DASH over wirelessIn IEEE Consumer Communications & Networking Conference, 2016
- GLOBECOM
- DCCvMCN: virtual mobile cloud network for realizing scalable, real-time cyber physical systemsIn 4th Workshop on Distributed Cloud Computing, 2016
- SmartObjectsAbstractions and Solutions to Support Smart-objects in the Future InternetIn 2nd Workshop on Experiences in the Design and Implementation of Smart Objects, 2016
2015
- CCNCCongestion-aware edge caching for adaptive video streaming in information-centric networksIn IEEE Consumer Communications and Networking Conference, 2015
- EuCNCExperiences with testbed evaluation of the mobilityfirst future internet architectureIn IEEE European Conference on Networks and Communications, 2015
- ICNMFTP: A Clean-Slate Transport Protocol for the Information Centric MobilityFirst NetworkIn International Conference on Information-Centric Networking, 2015
2014
- CNERTIn-network compute extensions for rate-adaptive content delivery in mobile networksIn IEEE Workshop on Computer and Networking Experimental Research using Testbeds, 2014
2013
- MobiArchNetwork service abstractions for a mobility-centric future internet architectureIn Proceedings of the eighth ACM international workshop on Mobility in the evolving internet architecture, 2013
2012
- VCIPAn adaptive hybrid CDN/P2P solution for Content Delivery NetworksIn IEEE Visual Communications and Image Processing, 2012
Preprints
- NetSSM: Multi-Flow and State-Aware Network Trace Generation using State-Space ModelsarXiv preprint arXiv:2503.22663, 2025
- Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale GraphsarXiv preprint arXiv:2407.21609, 2024
- Cruise Control: Dynamic Model Selection for ML-Based Network Traffic AnalysisarXiv preprint arXiv:2412.15146, 2024
- Internet Localization of Multi-Party Relay Users: Inherent Friction Between Internet Services and User PrivacyarXiv preprint arXiv:2307.04009, 2023
- AC-DC: Adaptive Ensemble Classification for Network Traffic IdentificationarXiv preprint arXiv:2302.11718, 2023