Marco Mellia

Orcid: 0000-0003-1859-6693

Affiliations:
  • Politecnico di Torino, Italy


According to our database1, Marco Mellia authored at least 314 papers between 1997 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2021, "for contributions to Internet traffic analysis".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Re-Identification Attacks against the Topics API.
ACM Trans. Web, August, 2024

Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic.
IEEE Trans. Netw. Serv. Manag., August, 2024

X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting.
ACM Trans. Priv. Secur., August, 2024

Cross-Network Embeddings Transfer for Traffic Analysis.
IEEE Trans. Netw. Serv. Manag., June, 2024

PACMNET, V2, CoNEXT2, June 2024 Editorial.
Proc. ACM Netw., 2024

PACMNET, V2, CoNEXT3, September 2024 Editorial.
Proc. ACM Netw., 2024

PACMNET, V2, CoNEXT1, March 2024 Editorial.
Proc. ACM Netw., 2024

AutoPenBench: Benchmarking Generative Agents for Penetration Testing.
CoRR, 2024

A Topic-wise Exploration of the Telegram Group-verse.
CoRR, 2024

Generic Multi-modal Representation Learning for Network Traffic Analysis.
CoRR, 2024

Privacy Policies and Consent Management Platforms: Growth and Users' Interactions over Time.
CoRR, 2024

LogPrécis: Unleashing language models for automated malicious log analysis.
Comput. Secur., 2024

Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024, 2024

Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes.
Proceedings of the IEEE European Symposium on Security and Privacy Workshops, 2024

Explainable Stacking Models based on Complementary Traffic Embeddings.
Proceedings of the IEEE European Symposium on Security and Privacy Workshops, 2024

A First View of Topics API Usage in the Wild.
Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies, 2024

Monitoring Web QoE in Satellite Networks from Passive Measurements.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023
Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes.
IEEE Trans. Netw. Serv. Manag., December, 2023

On the Robustness of Topics API to a Re-Identification Attack.
Proc. Priv. Enhancing Technol., October, 2023

URLGEN - Toward Automatic URL Generation Using GANs.
IEEE Trans. Netw. Serv. Manag., September, 2023

i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis.
ACM Trans. Internet Techn., August, 2023

Data driven scalability and profitability analysis in free floating electric car sharing systems.
Inf. Sci., April, 2023

Practical anonymization for data streams: z-anonymity and relation with k-anonymity.
Perform. Evaluation, January, 2023

Attacking DoH and ECH: Does Server Name Encryption Protect Users' Privacy?
ACM Trans. Internet Techn., 2023

PACMNET, V1, CoNEXT3, December 2023 Editorial.
PACMNET, 2023

PACMNET V1, CoNEXT2, September 2023 Editorial.
PACMNET, 2023

PACMNET V1, N1, June 2023 Editorial.
PACMNET, 2023

Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks.
CoRR, 2023

Sound-skwatter (Did You Mean: Sound-squatter?) AI-powered Generator for Phishing Prevention.
CoRR, 2023

LogPrécis: Unleashing Language Models for Automated Shell Log Analysis.
CoRR, 2023

Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective.
CoRR, 2023

I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

Exploring Temporal GNN Embeddings for Darknet Traffic Analysis.
Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023

Lost in Translation: AI-based Generator of Cross-Language Sound-squatting.
Proceedings of the IEEE European Symposium on Security and Privacy, 2023

Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources.
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
The Internet with Privacy Policies: Measuring The Web Upon Consent.
ACM Trans. Web, 2022

Measuring Roaming in Europe: Infrastructure and Implications on Users' QoE.
IEEE Trans. Mob. Comput., 2022

Understanding mobility in networks: A node embedding approach.
SIGMETRICS Perform. Evaluation Rev., 2022

A PIMS Development Kit for New Personal Data Platforms.
IEEE Internet Comput., 2022

Interpreting AI for Networking: Where We Are and Where We Are Going.
IEEE Commun. Mag., 2022

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.
Comput. Ind., 2022

When satellite is all you have: watching the internet from 550 ms.
Proceedings of the 22nd ACM Internet Measurement Conference, 2022

AI-based Sound-Squatting Attack Made Possible.
Proceedings of the IEEE European Symposium on Security and Privacy, 2022

What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring.
Proceedings of the IEEE European Symposium on Security and Privacy, 2022

Towards NLP-based Processing of Honeypot Logs.
Proceedings of the IEEE European Symposium on Security and Privacy, 2022

On using pretext tasks to learn representations from network logs.
Proceedings of the 1st International Workshop on Native Network Intelligence, 2022

Legal Entity Disambiguation for Financial Crime Detection.
Proceedings of the IEEE International Conference on Big Data, 2022


2021
α-MON: Traffic Anonymizer for Passive Monitoring.
IEEE Trans. Netw. Serv. Manag., 2021

Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning.
Proc. Priv. Enhancing Technol., 2021

On the dynamics of political discussions on Instagram: A network perspective.
Online Soc. Networks Media, 2021

Dissecting a data-driven prognostic pipeline: A powertrain use case.
Expert Syst. Appl., 2021

Towards website domain name classification using graph based semi-supervised learning.
Comput. Networks, 2021

Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data.
Comput. Ind., 2021

DPI Solutions in Practice: Benchmark and Comparison.
Proceedings of the IEEE Security and Privacy Workshops, 2021

Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Environmental and Economic Comparison of ICEV and EV in Car Sharing.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Augmenting phishing squatting detection with GANs.
Proceedings of the CoNEXT-SW '21: Proceedings of the CoNEXT Student Workshop, 2021

DarkVec: automatic analysis of darknet traffic with word embeddings.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

RL-IoT: Reinforcement Learning to Interact with IoT Devices.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020
Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning.
Dataset, November, 2020

Five Years at the Edge: Watching Internet From the ISP Network.
IEEE/ACM Trans. Netw., 2020

IPPO: A Privacy-Aware Architecture for Decentralized Data-sharing.
CoRR, 2020

Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis.
Computing, 2020

Campus traffic and e-Learning during COVID-19 pandemic.
Comput. Networks, 2020

Does domain name encryption increase users' privacy?
Comput. Commun. Rev., 2020

Update on ACM SIGCOMM CCR reviewing process: towards a more open review process.
Comput. Commun. Rev., 2020

Unveiling Community Dynamics on Instagram Political Network.
Proceedings of the WebSci '20: 12th ACM Conference on Web Science, 2020

α-MON: Anonymized Passive Traffic Monitoring.
Proceedings of the 32nd International Teletraffic Congress, 2020

Sensing the Noise: Uncovering Communities in Darknet Traffic.
Proceedings of the Mediterranean Communication and Computer Networking Conference, 2020

Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

On Scalability of Electric Car Sharing in Smart Cities.
Proceedings of the IEEE International Smart Cities Conference, 2020

Regular Pattern and Anomaly Detection on Corporate Transaction Time Series.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

E-Scooter Sharing: Leveraging Open Data for System Design.
Proceedings of the 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2020

z-anonymity: Zero-Delay Anonymization for Data Streams.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Big Data in Computer Network Monitoring.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

LENTA: Longitudinal Exploration for Network Traffic Analysis From Passive Data.
IEEE Trans. Netw. Serv. Manag., 2019

A Survey on Big Data for Network Traffic Monitoring and Analysis.
IEEE Trans. Netw. Serv. Manag., 2019

Free Floating Electric Car Sharing: A Data Driven Approach for System Design.
IEEE Trans. Intell. Transp. Syst., 2019

4 Years of EU Cookie Law: Results and Lessons Learned.
Proc. Priv. Enhancing Technol., 2019

Free floating electric car sharing design: Data driven optimisation.
Pervasive Mob. Comput., 2019

Clustering and evolutionary approach for longitudinal web traffic analysis.
Perform. Evaluation, 2019

Results from running an experiment as a service platform for mobile broadband networks in Europe.
Comput. Commun., 2019

PAIN: A Passive Web performance indicator for ISPs.
Comput. Networks, 2019

Web Experience in Mobile Networks: Lessons from Two Million Page Visits.
Proceedings of the World Wide Web Conference, 2019

Are Darknets All The Same? On Darknet Visibility for Security Monitoring.
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2019

Mining Patterns in Mobile Network Logs.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Data Analysis and Modelling of Users' Behavior on the Web.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Towards Understanding Political Interactions on Instagram.
Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019

Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Heterogeneous Industrial Vehicle Usage Predictions: A Real Case.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Exploring energy performance certificates through visualization.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis.
Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, 2019

2018
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits.
ACM Trans. Web, 2018

AWESoME: Big Data for Automatic Web Service Management in SDN.
IEEE Trans. Netw. Serv. Manag., 2018

Guest Editorial: Special Section on Advances in Big Data Analytics for Management.
IEEE Trans. Netw. Serv. Manag., 2018

Deadline-constrained content upload from multihomed devices: Formulations and algorithms.
Comput. Networks, 2018

LENTA: Longitudinal Exploration for Network Traffic Analysis.
Proceedings of the 30th International Teletraffic Congress, 2018

Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

End to End 5G Measurements with MONROE: Challenges and Opportunities.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Experience: Implications of Roaming in Europe.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Mining Sensor Data for Predictive Maintenance in the Automotive Industry.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018


Achieving Horizontal Scalability in Density-based Clustering for URLs.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Measuring Web Speed From Passive Traces.
Proceedings of the Applied Networking Research Workshop, 2018

2017
Personal Cloud Storage Benchmarks and Comparison.
IEEE Trans. Cloud Comput., 2017

WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place.
Proc. ACM Hum. Comput. Interact., 2017

Uncovering the Flop of the EU Cookie Law.
CoRR, 2017

Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned.
IEEE Commun. Mag., 2017

UMAP: Urban mobility analysis platform to harvest car sharing data.
Proceedings of the 2017 IEEE SmartWorld, 2017

Benchmark and comparison of tracker-blockers: Should you trust them?
Proceedings of the Network Traffic Measurement and Analysis Conference, 2017

Speedtest-Like Measurements in 3G/4G Networks: The MONROE Experience.
Proceedings of the 29th International Teletraffic Congress, 2017

Users' Fingerprinting Techniques from TCP Traffic.
Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017

PAIN: A Passive Web Speed Indicator for ISPs.
Proceedings of the 2017 Workshop on QoE-based Analysis and Management of Data Communication Networks, 2017

The Web, the Users, and the MOS: Influence of HTTP/2 on User Experience.
Proceedings of the Passive and Active Measurement - 18th International Conference, 2017

Results from Running an Experiment as a Service Platform for Mobile Networks.
Proceedings of the 11th Workshop on Wireless Network Testbeds, 2017

Experience: An Open Platform for Experimentation with Commercial Mobile Broadband Networks.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Adaptive schedulers for deadline-constrained content upload from mobile multihomed vehicles.
Proceedings of the 2017 IEEE International Symposium on Local and Metropolitan Area Networks, 2017

Mining and modeling web trajectories from passive traces.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Automatic detection of DNS manipulations.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
SeLINA: A Self-Learning Insightful Network Analyzer.
IEEE Trans. Netw. Serv. Manag., 2016

WeBrowse: Mining HTTP logs online for network-based content recommendation.
CoRR, 2016

Using Passive Measurements to Demystify Online Trackers.
Computer, 2016

Towards automatic protocol field inference.
Comput. Commun., 2016

A study of the impact of DNS resolvers on CDN performance using a causal approach.
Comput. Networks, 2016

Workload models and performance evaluation of cloud storage services.
Comput. Networks, 2016

Statistical network monitoring: Methodology and application to carrier-grade NAT.
Comput. Networks, 2016

MAGMA network behavior classifier for malware traffic.
Comput. Networks, 2016

DBStream: A holistic approach to large-scale network traffic monitoring and analysis.
Comput. Networks, 2016

Unveiling network and service performance degradation in the wild with mplane.
IEEE Commun. Mag., 2016


A First Characterization of Anycast Traffic from Passive Traces.
Proceedings of the Traffic Monitoring and Analysis - 8th International Workshop, 2016

CLUE: Clustering for Mining Web URLs.
Proceedings of the 28th International Teletraffic Congress, 2016

Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016

An Educated Guess on QoE in Operational Networks through Large-Scale Measurements.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016

Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis.
Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks, 2016

MONROE, a distributed platform to measure and assess mobile broadband networks: demo.
Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, 2016

On the Analysis of Internet Paths with DisNETPerf, a Distributed Paths Performance Analyzer.
Proceedings of the 41st IEEE Conference on Local Computer Networks Workshops, 2016

Detecting user actions from HTTP traces: Toward an automatic approach.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Towards web service classification using addresses and DNS.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Video upload from public transport vehicles using multihomed systems.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Delay tolerant video upload from public vehicles.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Performance Comparison and Optimization of ICN Prototypes.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

WHAT: A big data approach for accounting of modern web services.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison.
IEEE/ACM Trans. Netw., 2015

YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes.
IEEE Trans. Cogn. Commun. Netw., 2015

Detecting malicious activities with user-agent-based profiles.
Int. J. Netw. Manag., 2015

CrowdSurf: Empowering Informed Choices in the Web.
CoRR, 2015

A First Look at Anycast CDN Traffic.
CoRR, 2015

Crowdsourced network measurements: Benefits and best practices.
Comput. Networks, 2015

CrowdSurf: Empowering Transparency in the Web.
Comput. Commun. Rev., 2015

The Online Tracking Horde: A View from Passive Measurements.
Proceedings of the Traffic Monitoring and Analysis - 7th International Workshop, 2015

A Study of the Impact of DNS Resolvers on Performance Using a Causal Approach.
Proceedings of the 27th International Teletraffic Congress, 2015

YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes.
Proceedings of the 27th International Teletraffic Congress, 2015

What has Worked and What Won't Work in Crowdsourcing.
Proceedings of the 2015 ACM SIGCOMM Workshop on Crowdsourcing and Crowdsharing of Big (Internet) Data, 2015

Automatic protocol field inference for deeper protocol understanding.
Proceedings of the 14th IFIP Networking Conference, 2015

Impact of Carrier-Grade NAT on web browsing.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Systematic Mining of Associated Server Herds for Malware Campaign Discovery.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Network Connectivity Graph for Malicious Traffic Dissection.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

Unsupervised Detection of Web Trackers.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Leveraging client-side DNS failure patterns to identify malicious behaviors.
Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015

Personal cloud storage: Usage, performance and impact of terminals.
Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

Macroscopic view of malware in home networks.
Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015

Exploring Browsing Habits of Internauts: a Measurement Perspective.
Proceedings of the Asian Internet Engineering Conference, 2015

2014
TUCAN: Twitter User Centric ANalyzer.
Proceedings of the Online Social Media Analysis and Visualization, 2014

SeLeCT: Self-Learning Classifier for Internet Traffic.
IEEE Trans. Netw. Serv. Manag., 2014

A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS.
IEEE Trans. Netw. Serv. Manag., 2014

Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks.
IET Commun., 2014

A performance comparison of hose rate controller approaches for P2P-TV applications.
Comput. Networks, 2014

Anomaly detection in diurnal data.
Comput. Networks, 2014

Energy efficiency in access and aggregation networks: From current traffic to potential savings.
Comput. Networks, 2014

mPlane: an intelligent measurement plane for the internet.
IEEE Commun. Mag., 2014

Feature interview with Antonio Nucci: chief technology officer of narus, winner of the "CTO of the year".
Comput. Commun. Rev., 2014

Aggregation of Statistical Data from Passive Probes: Techniques and Best Practices.
Proceedings of the Traffic Monitoring and Analysis - 6th International Workshop, 2014

Gold Mining in a River of Internet Content Traffic.
Proceedings of the Traffic Monitoring and Analysis - 6th International Workshop, 2014

Scalable Accurate Consolidation of Passively Measured Statistical Data.
Proceedings of the Passive and Active Measurement - 15th International Conference, 2014

Nazca: Detecting Malware Distribution in Large-Scale Networks.
Proceedings of the 21st Annual Network and Distributed System Security Symposium, 2014

YouTube all around: Characterizing YouTube from mobile and fixed-line network vantage points.
Proceedings of the European Conference on Networks and Communications, 2014

The Cost of the "S" in HTTPS.
Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

Cloud storage service benchmarking: Methodologies and experimentations.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Detecting malicious clients in ISP networks using HTTP connectivity graph and flow information.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Reviewing Traffic Classification.
Proceedings of the Data Traffic Monitoring and Analysis, 2013

Characterization of community based-P2P systems and implications for traffic localization.
Peer-to-Peer Netw. Appl., 2013

Global Measurement Framework (Dagstuhl Seminar 13472).
Dagstuhl Reports, 2013

Modeling sleep mode gains in energy-aware networks.
Comput. Networks, 2013

NetCluster: A clustering-based framework to analyze internet passive measurements data.
Comput. Networks, 2013

Modeling the interaction between TCP and rate adaptation at links.
Proceedings of the 25th International Teletraffic Congress, 2013

Energy-aware weight assignment framework for circuit oriented GMPLS networks.
Proceedings of the 25th International Teletraffic Congress, 2013

Self-learning classifier for Internet traffic.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Exploring the cloud from passive measurements: The Amazon AWS case.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Benchmarking personal cloud storage.
Proceedings of the 2013 Internet Measurement Conference, 2013

Is there a case for mobile phone content pre-staging?
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

TUCAN: Twitter user centric ANalyzer.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
The internet-wide impact of P2P traffic localization on ISP profitability.
IEEE/ACM Trans. Netw., 2012

Minimizing ISP Network Energy Cost: Formulation and Solutions.
IEEE/ACM Trans. Netw., 2012

Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact.
IEEE Trans. Netw. Serv. Manag., 2012

A delay-based aggregate rate control for P2P streaming systems.
Comput. Commun., 2012

GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks.
Comput. Networks, 2012

Uncovering the Big Players of the Web.
Proceedings of the Traffic Monitoring and Analysis - 4th International Workshop, 2012

Anomaly detection in VoIP traffic with trends.
Proceedings of the 24th International Teletraffic Congress, 2012

Experimental comparison of neighborhood filtering strategies in unstructured P2P-TV systems.
Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012

Hierarchical learning for fine grained internet traffic classification.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

Distributed algorithms for green IP networks.
Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

Inside dropbox: understanding personal cloud storage services.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

DNS to the rescue: discerning content and services in a tangled web.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

Energy profiling of ISP points of presence.
Proceedings of IEEE International Conference on Communications, 2012

On the intertwining between capacity scaling and TCP congestion control.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

Comparison of energy efficiency in PSTN and VoIP systems.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

2011
Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach.
IEEE Trans. Parallel Distributed Syst., 2011

Large-Scale Available Bandwidth Measurements: Interference in Current Techniques.
IEEE Trans. Netw. Serv. Manag., 2011

Exploiting Heterogeneity in P2P Video Streaming.
IEEE Trans. Computers, 2011

Experiences of internet traffic monitoring with tstat.
IEEE Netw., 2011

Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast.
IEEE J. Sel. Areas Commun., 2011

Abacus: Accurate behavioral classification of P2P-TV traffic.
Comput. Networks, 2011

Impact of adverse network conditions on P2P-TV systems: Experimental evidence.
Comput. Networks, 2011

Architecture of a network-aware P2P-TV application: the NAPA-WINE approach.
IEEE Commun. Mag., 2011

Mining Unclassified Traffic Using Automatic Clustering Techniques.
Proceedings of the Traffic Monitoring and Analysis - Third International Workshop, 2011

Hose rate control for P2P-TV streaming systems.
Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

Passive characterization of sopcast usage in residential ISPs.
Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

GRiDA: A green distributed algorithm for backbone networks.
Proceedings of the IEEE Online Conference on Green Communications, 2011

YouTube everywhere: impact of device and infrastructure synergies on user experience.
Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011

Dissecting Video Server Selection Strategies in the YouTube CDN.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Predicting ADSL Lines Data Rate Using Neural Network.
Proceedings of the Global Communications Conference, 2011

2010
KISS: Stochastic Packet Inspection Classifier for UDP Traffic.
IEEE/ACM Trans. Netw., 2010

Network Awareness of P2P Live Streaming Applications: A Measurement Study.
IEEE Trans. Multim., 2010

Experiences of VoIP traffic monitoring in a commercial ISP.
Int. J. Netw. Manag., 2010

Communication Networks Measurement of IPTV traffic from an operative network.
Eur. Trans. Telecommun., 2010

Live Traffic Monitoring with Tstat: Capabilities and Experiences.
Proceedings of the Wired/Wireless Internet Communications, 8th International Conference, 2010

QoE in Pull Based P2P-TV Systems: Overlay Topology Design Tradeoffs.
Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

Network Friendly P2P-TV: The Napa-Wine Approach.
Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

Empirical assessment of VoIP overload detection tests.
Proceedings of the Next Generation Internet (NGI), 2010

Stochastic Packet Inspection for TCP Traffic.
Proceedings of IEEE International Conference on Communications, 2010

Comparing P2PTV Traffic Classifiers.
Proceedings of IEEE International Conference on Communications, 2010

Efficient Uplink Bandwidth Utilization in P2P-TV Streaming Systems.
Proceedings of the Global Communications Conference, 2010

Energy saving and network performance: a trade-off approach.
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010

2009
Web user-session inference by means of clustering techniques.
IEEE/ACM Trans. Netw., 2009

Detailed Analysis of Skype Traffic.
IEEE Trans. Multim., 2009

The quest for bandwidth estimation techniques for large-scale distributed systems.
SIGMETRICS Perform. Evaluation Rev., 2009

Two schemes to reduce latency in short lived TCP flows.
IEEE Commun. Lett., 2009

Understanding Skype signaling.
Comput. Networks, 2009

Traffic classification and its applications to modern networks.
Comput. Networks, 2009

Inferring undesirable behavior from P2P traffic analysis.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

Adaptive overlay topology for mesh-based P2P-TV systems.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2009

Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets.
Proceedings of the Traffic Monitoring and Analysis, First International Workshop, 2009

KISS: Stochastic Packet Inspection.
Proceedings of the Traffic Monitoring and Analysis, First International Workshop, 2009

Network awareness of P2P live streaming applications.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

P2P-TV Systems under Adverse Network Conditions: A Measurement Study.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Network Awareness in P2P-TV Applications.
Proceedings of the Internet of the Future, 2009

Evidences Behind Skype Outage.
Proceedings of IEEE International Conference on Communications, 2009

Reducing Power Consumption in Backbone Networks.
Proceedings of IEEE International Conference on Communications, 2009

NetCluster: A Clustering-Based Framework for Internet Tomography.
Proceedings of IEEE International Conference on Communications, 2009

2008
Pictures from the Skype.
SIGMETRICS Perform. Evaluation Rev., 2008

Passive analysis of TCP anomalies.
Comput. Networks, 2008

Building a cooperative P2P-TV application over a wise network: the approach of the European FP-7 strep NAPA-WINE.
IEEE Commun. Mag., 2008

A Bandwidth-Aware Scheduling Strategy for P2P-TV Systems.
Proceedings of the Proceedings P2P'08, 2008

A detailed measurement of skype network traffic.
Proceedings of the 7th international conference on Peer-to-peer systems, 2008

Tracking Down Skype Traffic.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Understanding P2P-TV Systems Through Real Measurements.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Optimal scheduling and routing for maximum network throughput.
IEEE/ACM Trans. Netw., 2007

Multistage Switching Architectures for Software Routers.
IEEE Netw., 2007

A framework for admission control and path allocation in DiffServ networks.
Comput. Networks, 2007

Revealing skype traffic: when randomness plays with you.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Measurements of Multicast Television over IP.
Proceedings of the 15th IEEE Workshop on Local & Metropolitan Area Networks, 2007

Understanding VoIP from Backbone Measurements.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

2006
Algorithms for IP network design with end-to-end QoS constraints.
Comput. Networks, 2006

Real-Time TCP/IP Analysis with Common Hardware.
Proceedings of IEEE International Conference on Communications, 2006

Passive Identification and Analysis of TCP Anomalies.
Proceedings of IEEE International Conference on Communications, 2006

Scalable Layer-2/Layer-3 Multistage Switching Architectures for Software Routers.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
TCP smart framing: a segmentation algorithm to reduce TCP latency.
IEEE/ACM Trans. Netw., 2005

On the stability of isolated and interconnected input-queueing switches under multiclass traffic.
IEEE Trans. Inf. Theory, 2005

Markov models of internet traffic and a new hierarchical MMPP model.
Comput. Commun., 2005

Measuring IP and TCP behavior on edge nodes with Tstat.
Comput. Networks, 2005

A lightweight marker with partial state information for DiffServ networks.
Comput. Networks, 2005

Topological Design of Survivable IP Networks Using Metaheuristic Approaches.
Proceedings of the Quality of Service in Multiservice IP Networks, 2005

Open-Source PC-Based Software Routers: A Viable Approach to High-Performance Packet Switching.
Proceedings of the Quality of Service in Multiservice IP Networks, 2005

Joint optimal scheduling and routing for maximum network throughput.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Web user session characterization via clustering techniques.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
On the properties of TCP flow arrival process.
Proceedings of IEEE International Conference on Communications, 2004

An MMPP-based hierarchical model of Internet traffic.
Proceedings of IEEE International Conference on Communications, 2004

2003
Bounds on delays and queue lengths in input-queued cell switches.
J. ACM, 2003

TCP-aware packet marking in networks with DiffServ support.
Comput. Networks, 2003

A new class of QoS routing strategies based on network graph reduction.
Comput. Networks, 2003

Design of WDM Networks Exploiting OTDM and Light-Splitters.
Proceedings of the Quality of Service in Multiservice IP Networks, 2003

TCP Smart Framing: A Segmentation Algorithm to Improve TCP Performance.
Proceedings of the Quality of Service in Multiservice IP Networks, 2003

TStat: TCP STatistic and Analysis Tool.
Proceedings of the Quality of Service in Multiservice IP Networks, 2003

User patience and the Web: a hands-on investigation.
Proceedings of the Global Telecommunications Conference, 2003

2002
Design of Logical Topologies in Wavelength-Routed IP Networks.
Photonic Netw. Commun., 2002

TCP model for short lived flows.
IEEE Commun. Lett., 2002

Exploiting OTDM technology in WDM networks.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

On the Throughput Achievable by Isolated and Interconnected Input-Queueing Switches under Multiclass Traffic.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

A simulation study of Web traffic over DiffServ networks.
Proceedings of the Global Telecommunications Conference, 2002

An analytical framework for SLA admission control in a DiffServ domain.
Proceedings of the Global Telecommunications Conference, 2002

Measuring IP and TCP behavior on edge nodes.
Proceedings of the Global Telecommunications Conference, 2002

2001
On the stability of input-queued switches with speed-up.
IEEE/ACM Trans. Netw., 2001

Logical topologies design over WDM wavelength routed networks robust to traffic uncertainties.
IEEE Commun. Lett., 2001

Bounds on Average Delays and Queue Size Averages and Variances in Input-Queued Cell-Based Switches.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Network controller design for SONATA, a large scale all-optical WDM network.
Proceedings of the IEEE International Conference on Communications, 2001

Packet marking for Web traffic in networks with RIO routers.
Proceedings of the Global Telecommunications Conference, 2001

Optimal design of logical topologies in wavelength-routed optical networks with multicast traffic.
Proceedings of the Global Telecommunications Conference, 2001

TCP Smart-Framing: using smart segments to enhance the performance of TCP.
Proceedings of the Global Telecommunications Conference, 2001

A realistic model to evaluate routing algorithms in the Internet.
Proceedings of the Global Telecommunications Conference, 2001

2000
Network controller design for SONATA-a large-scale all-optical passive network.
IEEE J. Sel. Areas Commun., 2000

Analysis of call blocking probability in TDM/WDM networks with transparency constraint.
IEEE Commun. Lett., 2000

Load-balancing solutions for static routing schemes in ATM networks.
Comput. Networks, 2000

Network Controller Procedures in SONATA, A Large Scale All-Optical WDM Network.
Proceedings of the New Trends in Optical Network Design and Modeling, 2000

On the Stability of Input-Buffer Cell Switches with Speed-Up.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

Stability of Maximal Size Matching Scheduling in Input-Queued Cell Switches.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1999
QoS-aware routing schemes based on hierarchical load-balancing for integrated services packet networks.
Proceedings of the 1999 IEEE International Conference on Communications: Global Convergence Through Communications, 1999

1997
A CAC Algoriothm for ATM Networks Supporting Different QoS Classes.
Proceedings of the Performance Analysis of ATM Networks, 1997


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