Dario Rossi

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 122

Top Venues

Publications

Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi
"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning. CoRR (2023)
Giulio Franzese, Simone Rossi, Dario Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
Continuous-Time Functional Diffusion Processes. CoRR (2023)
Alexis Huet, José Manuel Navarro, Dario Rossi
Local Evaluation of Time Series Anomaly Detection Algorithms. KDD (2022)
James Roberts, Dario Rossi
Size-based scheduling vs fairness for datacenter flows: a queuing perspective. CoRR (2022)
Lixuan Yang, Dario Rossi
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps. CoRR (2022)
Zied Ben-Houidi, Dario Rossi
Neural language models for network configuration: Opportunities and reality check. CoRR (2022)
Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben-Houidi, Fuxing Chen, Dario Rossi
Cross-network transferable neural models for WLAN interference estimation. CoRR (2022)
Dario Rossi, Liang Zhang
Landing AI on Networks: An Equipment Vendor Viewpoint on Autonomous Driving Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. 52 (3) (2022)
Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
On using pretext tasks to learn representations from network logs. NativeNI@CoNEXT (2022)
Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. CoRR (2022)
Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. INFOCOM (2022)
Zied Ben-Houidi, Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi
Towards a systematic multi-modal representation learning for network data. HotNets (2022)
Matteo Boffa, Zied Ben-Houidi, Jonatan Krolikowski, Dario Rossi
Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure. CoRR (2022)
José Manuel Navarro, Alexis Huet, Dario Rossi
Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection. CoRR (2022)
José Manuel Navarro, Alexis Huet, Dario Rossi
Human readable network troubleshooting based on anomaly detection and feature scoring. Comput. Networks 219 (2022)
Dario Rossi, Liang Zhang
Landing AI on Networks: An equipment vendor viewpoint on Autonomous Driving Networks. CoRR (2022)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR (2022)
Zied Ben-Houidi, Dario Rossi
Neural language models for network configuration: Opportunities and reality check. Comput. Commun. 193 (2022)
Salvatore G. Chiarella, Giulia Torromino, Dionigi M. Gagliardi, Dario Rossi, Fabio Babiloni, Giulia Cartocci
Investigating the negative bias towards artificial intelligence: Effects of prior assignment of AI-authorship on the aesthetic appreciation of abstract paintings. Comput. Hum. Behav. 137 (2022)
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA (2022)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
From Design to Deployment of Zero-touch Deep Reinforcement Learning WLANs. CoRR (2022)
Dario Rossi, Liang Zhang
Network artificial intelligence, fast and slow. NativeNI@CoNEXT (2022)
Alexis Huet, José Manuel Navarro, Dario Rossi
Local Evaluation of Time Series Anomaly Detection Algorithms. CoRR (2022)
Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben-Houidi, Fuxing Chen, Dario Rossi
Cross-network transferable neural models for WLAN interference estimation. GNNet@CoNEXT (2022)
Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini
A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare. Sensors 21 (5) (2021)
José M. Navarro, Alexis Huet, Dario Rossi
Human readable network troubleshooting based on anomaly detection and feature scoring. CoRR (2021)
Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini
Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies. Sensors 21 (7) (2021)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications. CoRR (2021)
Andrian Putina, Dario Rossi
Online Anomaly Detection Leveraging Stream-Based Clustering and Real-Time Telemetry. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Jonatan Krolikowski, Ovidiu Iacoboaiea, Zied Ben-Houidi, Dario Rossi
WiFi Dynoscope: Interpretable Real-Time WLAN Optimization. INFOCOM Workshops (2021)
Lixuan Yang, Dario Rossi
Thinkback: Task-SpecificOut-of-Distribution Detection. CoRR (2021)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
FENXI: Deep-learning Traffic Analytics at the Edge. CoRR (2021)
Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. CoRR (2021)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
FENXI: Deep-learning Traffic Analytics at the edge. SEC (2021)
José M. Navarro, Dario Rossi
HURRA! Human readable router anomaly detection. CoRR (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR (2021)
Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi
Towards a generic deep learning pipeline for traffic measurements. StudentWorkshop@CoNEXT (2021)
Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi
Deployable Models for Approximating Web QoE Metrics From Encrypted Traffic. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Lixuan Yang, Dario Rossi
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps. IEEE Netw. 35 (6) (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA (2021)
Stefan Geissler, Stanislav Lange, Leonardo Linguaglossa, Dario Rossi, Thomas Zinner, Tobias Hossfeld
Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. ACM Trans. Model. Perform. Evaluation Comput. Syst. 6 (3) (2021)
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
DarkVec: automatic analysis of darknet traffic with word embeddings. CoNEXT (2021)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
Real-Time Channel Management in WLANs: Deep Reinforcement Learning versus Heuristics. Networking (2021)
Flavia Salutari, Diego N. da Hora, Matteo Varvello, Renata Teixeira, Vassilis Christophides, Dario Rossi
Implications of the Multi-Modality of User Perceived Page Load Time. MedComNet (2020)
German Sviridov, Cedric Beliard, Gwendal Simon, Andrea Bianco, Paolo Giaccone, Dario Rossi
Demo abstract: Leveraging AI players for QoE estimation in cloud gaming. INFOCOM Workshops (2020)
Vincenzo Ronca, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Fabio Babiloni, Gianluca Borghini
Contactless Physiological Assessment of Mental Workload During Teleworking-like Task. H-WORKLOAD (2020)
José M. Navarro, Dario Rossi
HURRA! Human readable router anomaly detection. ITC (2020)
José M. Navarro, Dario Rossi
HURRA! Human-Readable Router Anomaly Detection. INFOCOM Workshops (2020)
Alexis Huet, Zied Ben-Houidi, Bertrand Mathieu, Dario Rossi
Detecting Degradation of Web Browsing Quality of Experience. CNSM (2020)
Cedric Beliard, Alessandro Finamore, Dario Rossi
Opening the Deep Pandora Box: Explainable Traffic Classification. INFOCOM Workshops (2020)
Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi
Revealing QoE of Web Users from Encrypted Network Traffic. Networking (2020)
Flavia Salutari, Diego N. da Hora, Gilles Dubuc, Dario Rossi
Analyzing Wikipedia Users' Perceived Quality of Experience: A Large-Scale Study. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Andrian Putina, Mauro Sozio, Dario Rossi, José M. Navarro
Random Histogram Forest for Unsupervised Anomaly Detection. ICDM (2020)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
Real-time deep learning based traffic analytics. SIGCOMM Posters and Demos (2020)
German Sviridov, Cedric Beliard, Andrea Bianco, Paolo Giaccone, Dario Rossi
Removing human players from the loop: AI-assisted assessment of Gaming QoE. INFOCOM Workshops (2020)
Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld, Dario Rossi
Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. CNSM (2020)
Lixuan Yang, Cedric Beliard, Dario Rossi
Heterogeneous Data-Aware Federated Learning. CoRR (2020)
Leonardo Linguaglossa, Stanislav Lange, Salvatore Pontarelli, Gábor Rétvári, Dario Rossi, Thomas Zinner, Roberto Bifulco, Michael Jarschel, Giuseppe Bianchi
Survey of Performance Acceleration Techniques for Network Function Virtualization. Proc. IEEE 107 (4) (2019)
Flavia Salutari, Diego N. da Hora, Gilles Dubuc, Dario Rossi
A Large-scale Study of Wikipedia Users' Quality of Experience. WWW (2019)
Giulia Cartocci, Enrica Modica, Dario Rossi, Bianca M. S. Inguscio, Pietro Aricò, Ana C. Martinez Levy, Marco Mancini, Patrizia Cherubino, Fabio Babiloni
Antismoking Campaigns' Perception and Gender Differences: A Comparison among EEG Indices. Comput. Intell. Neurosci. 2019 (2019)
Patrizia Cherubino, Ana C. Martinez Levy, Myriam Caratù, Giulia Cartocci, Gianluca Di Flumeri, Enrica Modica, Dario Rossi, Marco Mancini, Arianna Trettel
Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends. Comput. Intell. Neurosci. 2019 (2019)
Tianzhu Zhang, Leonardo Linguaglossa, Massimo Gallo, Paolo Giaccone, Dario Rossi
FloWatcher-DPDK: Lightweight Line-Rate Flow-Level Monitoring in Software. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
James Daly, Valerio Bruschi, Leonardo Linguaglossa, Salvatore Pontarelli, Dario Rossi, Jerome Tollet, Eric Torng, Andrew Yourtchenko
TupleMerge: Fast Software Packet Processing for Online Packet Classification. IEEE/ACM Trans. Netw. 27 (4) (2019)
Leonardo Linguaglossa, Dario Rossi, Salvatore Pontarelli, David Barach, Damjan Marjon, Pierre Pfister
High-speed data plane and network functions virtualization by vectorizing packet processing. Comput. Networks 149 (2019)
Alexis Huet, Dario Rossi
Demo Abstract: Explaining Web users' QoE with Factorization Machines. INFOCOM Workshops (2019)
Alexis Huet, Zied Ben-Houidi, Shengming Cai, Hao Shi, Jinchun Xu, Dario Rossi
Web Quality of Experience from Encrypted Packets. SIGCOMM Posters and Demos (2019)
Stanislav Lange, Leonardo Linguaglossa, Stefan Geissler, Dario Rossi, Thomas Zinner
Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. INFOCOM (2019)
Enrica Modica, Dario Rossi, Giulia Cartocci, Davide Perrotta, Paolo Di Feo, Marco Mancini, Pietro Aricò, Bianca M. S. Inguscio, Fabio Babiloni
Neurophysiological Profile of Antismoking Campaigns. Comput. Intell. Neurosci. 2018 (2018)
Marcel Enguehard, Ralph E. Droms, Dario Rossi
On the Cost of Geographic Forwarding for Information-Centric Things. IEEE Trans. Green Commun. Netw. 2 (4) (2018)
Andrea Araldo, György Dán, Dario Rossi
Caching Encrypted Content Via Stochastic Cache Partitioning. IEEE/ACM Trans. Netw. 26 (1) (2018)
Andrian Putina, Steven Barth, Albert Bifet, Drew Pletcher, Cristina Precup, Patrice Nivaggioli, Dario Rossi
Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data. INFOCOM Workshops (2018)
Tianzhu Zhang, Leonardo Linguaglossa, Massimo Gallo, Paolo Giaccone, Dario Rossi
FlowMon-DPDK: Parsimonious Per-Flow Software Monitoring at Line Rate. TMA (2018)
Tobias Hoßfeld, Florian Metzger, Dario Rossi
Speed Index: Relating the Industrial Standard for User Perceived Web Performance to web QoE. QoMEX (2018)
Andrian Putina, Dario Rossi, Albert Bifet, Steven Barth, Drew Pletcher, Cristina Precup, Patrice Nivaggioli
Telemetry-based stream-learning of BGP anomalies. Big-DAMA@SIGCOMM (2018)
David Barach, Leonardo Linguaglossa, Damjan Marion, Pierre Pfister, Salvatore Pontarelli, Dario Rossi
High-Speed Software Data Plane via Vectorized Packet Processing. IEEE Commun. Mag. 56 (12) (2018)
Diego Neves da Hora, Alemnew Sheferaw Asrese, Vassilis Christophides, Renata Teixeira, Dario Rossi
Narrowing the Gap Between QoS Metrics and Web QoE Using Above-the-fold Metrics. PAM (2018)
Thomas Green, Anthony Lambert, Cristel Pelsser, Dario Rossi
Leveraging Inter-domain Stability for BGP Dynamics Analysis. PAM (2018)
Vamsi Addanki, Leonardo Linguaglossa, James Roberts, Dario Rossi
Controlling Software Router Resource Sharing by Fair Packet Dropping. Networking (2018)
YiXi Gong, James Roberts, Dario Rossi
Per-Flow Fairness in the Datacenter Network. HPSR (2018)
Vamsi Addanki, Leonardo Linguaglossa, Jim Roberts, Dario Rossi
Demo: Controlling Software Router Resource Sharing by Fair Packet Dropping. Networking (2018)
Michele Tortelli, Dario Rossi, Emilio Leonardi
Parallel Simulation of Very Large-Scale General Cache Networks. IEEE J. Sel. Areas Commun. 36 (8) (2018)
Tianzhu Zhang, Leonardo Linguaglossa, Massimo Gallo, Paolo Giaccone, Dario Rossi
High-speed per-flow software monitoring with limited resources. SIGCOMM Posters and Demos (2018)
Enrica Modica, Giulia Cartocci, Dario Rossi, Ana C. Martinez Levy, Patrizia Cherubino, Anton Giulio Maglione, Gianluca Di Flumeri, Marco Mancini, Marco Montanari, Davide Perrotta, Paolo Di Feo, Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Fabio Babiloni
Neurophysiological Responses to Different Product Experiences. Comput. Intell. Neurosci. 2018 (2018)
Diego N. da Hora, Dario Rossi, Vassilis Christophides, Renata Teixeira
A practical method for measuring Web above-the-fold time. SIGCOMM Posters and Demos (2018)
Jacques Samain, Giovanna Carofiglio, Michele Tortelli, Dario Rossi
A simple yet effective network-assisted signal for enhanced DASH quality of experience. NOSSDAV (2018)
Vamsi Addanki, Leonardo Linguaglossa, James Roberts, Dario Rossi
Fair dropping for multi-resource fairness in software routers Extended Abstract. SIGCOMM Posters and Demos (2018)
David Barach, Leonardo Linguaglossa, Damjan Marion, Pierre Pfister, Salvatore Pontarelli, Dario Rossi, Jerome Tollet
Batched packet processing for high-speed software data plane functions. INFOCOM Workshops (2018)
Danilo Cicalese, Dario Rossi
A longitudinal study of IP Anycast. Comput. Commun. Rev. 48 (1) (2018)
Marcel Enguehard, Giovanna Carofiglio, Dario Rossi
A Popularity-Based Approach for Effective Cloud Offload in Fog Deployments. ITC (1) (2018)
Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Gianluca Borghini, Paolo Malerba, Lucia Oriella Piccioni, Fabio Babiloni
Alpha and Theta EEG Variations as Indices of Listening Effort to Be Implemented in Neurofeedback Among Cochlear Implant Users. Symbiotic (2017)
Dario Rossi, Anton Giulio Maglione, Enrica Modica, Gianluca Di Flumeri, Isotta Venuti, Ambra Brizi, Alfredo Colosimo, Fabio Babiloni, Giulia Cartocci
An eye tracking index for the salience estimation in visual stimuli. EMBC (2017)
Martino Trevisan, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi
Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned. IEEE Commun. Mag. 55 (3) (2017)
Enrica Modica, Dario Rossi, Anton Giulio Maglione, Isotta Venuti, Ambra Brizi, Fabio Babiloni, Giulia Cartocci
Neuroelectrical indices evaluation during antismoking public service announcements on a young population. RTSI (2017)
Rodrigo B. Mansilha, Marinho P. Barcellos, Emilio Leonardi, Dario Rossi
Exploiting parallelism in hierarchical content stores for high-speed ICN routers. Comput. Networks 125 (2017)
Jacques Samain, Giovanna Carofiglio, Luca Muscariello, Michele Papalini, Mauro Sardara, Michele Tortelli, Dario Rossi
Dynamic Adaptive Video Streaming: Towards a Systematic Comparison of ICN and TCP/IP. IEEE Trans. Multim. 19 (10) (2017)
Dario Rossi, Enrica Modica, Anton Giulio Maglione, Isotta Venuti, Ambra Brizi, Fabio Babiloni, Giulia Cartocci
Visual evaluation of health warning cues in anti smoking PSAs images. RTSI (2017)
Enrico Bocchi, Luca De Cicco, Marco Mellia, Dario Rossi
The Web, the Users, and the MOS: Influence of HTTP/2 on User Experience. PAM (2017)
Anton Giulio Maglione, Giulia Cartocci, Enrica Modica, Dario Rossi, Alfredo Colosimo, Gianluca Di Flumeri, Ambra Brizi, Isotta Venuti, Maria Zinfollino, Paolo Malerba, Nicola Quaranta, Fabio Babiloni
Evaluation of different cochlear implants in unilateral hearing patients during word listening tasks: A brain connectivity study. EMBC (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dario Rossi