Antonio Pescapè

Orcid: 0000-0002-0221-7444

Affiliations:
  • University of Naples Federico II, Italy


According to our database1, Antonio Pescapè authored at least 245 papers between 2003 and 2024.

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Bibliography

2024
AI-Powered Internet Traffic Classification: Past, Present, and Future.
IEEE Commun. Mag., September, 2024

BlockSD-5GNet: Enhancing security of 5G network through blockchain-SDN with ML-based bandwidth prediction.
Trans. Emerg. Telecommun. Technol., April, 2024

Benchmarking Class Incremental Learning in Deep Learning Traffic Classification.
IEEE Trans. Netw. Serv. Manag., February, 2024

MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT.
Future Gener. Comput. Syst., February, 2024

Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems.
IEEE Open J. Commun. Soc., 2024

Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps.
IEEE Open J. Commun. Soc., 2024

Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems.
J. Netw. Comput. Appl., 2024

Classifying attack traffic in IoT environments via few-shot learning.
J. Inf. Secur. Appl., 2024

MEMENTO: A novel approach for class incremental learning of encrypted traffic.
Comput. Networks, 2024

Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis.
Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024

XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification.
Proceedings of the IFIP Networking Conference, 2024

An MLOps Framework for Explainable Network Intrusion Detection with MLflow.
Proceedings of the IEEE Symposium on Computers and Communications, 2024

Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions.
J. Ind. Inf. Integr., December, 2023

Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI.
IEEE Trans. Netw. Serv. Manag., June, 2023

Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness.
Comput. Secur., May, 2023

S-FoS: A secure workflow scheduling approach for performance optimization in SDN-based IoT-Fog networks.
J. Inf. Secur. Appl., 2023

Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

Meta Mimetic: Few-Shot Classification of Mobile-App Encrypted Traffic via Multimodal Meta-Learning.
Proceedings of the 35th International Teletraffic Congress, 2023

Explainable Mobile Traffic Classification: the Case of Incremental Learning.
SAFE@CoNEXT, 2023

Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples.
Proceedings of the IEEE INFOCOM 2023, 2023

Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability.
Proceedings of the IEEE International Conference on Communications, 2023

Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems.
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023

IoT Botnet-Traffic Classification Using Few-Shot Learning.
Proceedings of the IEEE International Conference on Big Data, 2023

Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation.
Dataset, May, 2022

On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives.
J. Netw. Syst. Manag., 2022

Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic.
Comput. Networks, 2022

Hierarchical Classification of Android Malware Traffic.
Proceedings of the IEEE International Conference on Trust, 2022

Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.
Proceedings of the IFIP Networking Conference, 2022

On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

A First Look at Accurate Network Traffic Generation in Virtual Environments.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

Machine and Deep Learning Approaches for IoT Attack Classification.
Proceedings of the IEEE INFOCOM 2022, 2022

Data Poisoning Attacks against Autoencoder-based Anomaly Detection Models: a Robustness Analysis.
Proceedings of the IEEE International Conference on Communications, 2022

2021
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures.
IEEE Trans. Netw. Serv. Manag., 2021

The Art of Detecting Forwarding Detours.
IEEE Trans. Netw. Serv. Manag., 2021

Characterization and Prediction of Mobile-App Traffic Using Markov Modeling.
IEEE Trans. Netw. Serv. Manag., 2021

A Secure Adaptive Control for Cooperative Driving of Autonomous Connected Vehicles in the Presence of Heterogeneous Communication Delays and Cyberattacks.
IEEE Trans. Cybern., 2021

Employing Unmanned Aerial Vehicles for Improving Handoff Using Cooperative Game Theory.
IEEE Trans. Aerosp. Electron. Syst., 2021

FPFTS: A joint fuzzy particle swarm optimization mobility-aware approach to fog task scheduling algorithm for Internet of Things devices.
Softw. Pract. Exp., 2021

DISTILLER: Encrypted traffic classification via multimodal multitask deep learning.
J. Netw. Comput. Appl., 2021

FUPE: A security driven task scheduling approach for SDN-based IoT-Fog networks.
J. Inf. Secur. Appl., 2021

Characterization and analysis of cloud-to-user latency: The case of Azure and AWS.
Comput. Networks, 2021

Packet-level prediction of mobile-app traffic using multitask Deep Learning.
Comput. Networks, 2021

Detection of melatonin-onset in real settings via wearable sensors and artificial intelligence. A pilot study.
Biomed. Signal Process. Control., 2021

SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT.
IEEE Access, 2021

DDSLA-RPL: Dynamic Decision System Based on Learning Automata in the RPL Protocol for Achieving QoS.
IEEE Access, 2021

A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification.
Proceedings of the 5th Network Traffic Measurement and Analysis Conference, 2021

Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Encrypted Multitask Traffic Classification via Multimodal Deep Learning.
Proceedings of the ICC 2021, 2021

Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches.
Proceedings of the 26th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2021

2020
A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools.
IEEE Trans. Netw. Sci. Eng., 2020

A Near Optimal Reliable Orchestration Approach for Geo-Distributed Latency-Sensitive SFCs.
IEEE Trans. Netw. Sci. Eng., 2020

A Big Data-Enabled Hierarchical Framework for Traffic Classification.
IEEE Trans. Netw. Sci. Eng., 2020

Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web).
IEEE Trans. Dependable Secur. Comput., 2020

Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for <i>Healthcare 4.0</i>.
J. Ind. Inf. Integr., 2020

Human behavior sensing: challenges and approaches.
J. Ambient Intell. Humaniz. Comput., 2020

Computational intelligence intrusion detection techniques in mobile cloud computing environments: Review, taxonomy, and open research issues.
J. Inf. Secur. Appl., 2020

Toward effective mobile encrypted traffic classification through deep learning.
Neurocomputing, 2020

Performance-based service-level agreement in cloud computing to optimise penalties and revenue.
IET Commun., 2020

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

A network performance view of a biobanking system for diagnostic images.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges.
IEEE Trans. Netw. Serv. Manag., 2019

Platooning Maneuvers in Vehicular Networks: A Distributed and Consensus-Based Approach.
IEEE Trans. Intell. Veh., 2019

A Formal Methodology for Easing Development and Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things.
IEEE Internet Things J., 2019

Distributed detection with fuzzy censoring sensors in the presence of noise uncertainty.
Neurocomputing, 2019

A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges.
IEEE Commun. Surv. Tutorials, 2019

MIMETIC: Mobile encrypted traffic classification using multimodal deep learning.
Comput. Networks, 2019

Software-Defined Cloud Computing: A Systematic Review on Latest Trends and Developments.
IEEE Access, 2019

Hic Sunt Proxies: Unveiling Proxy Phenomena in Mobile Networks.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

Filtering the Noise to Reveal Inter-Domain Lies.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

eMES: Easing Maintenance of Entity Services in Service Oriented Software-Defined Internet of Things.
Proceedings of the 6th International Conference on Software Defined Systems, 2019

Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Flock: A Live Migration Protocol for SDN Controllers.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

Scalable Provisioning of Virtual Network Functions via Supervised Learning.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

TaRad: A Thing-Centric Sensing System for Detecting Activities of Daily Living.
Proceedings of the Internet and Distributed Computing Systems, 2019

Wi-CR: Human Action Counting and Recognition with Wi-Fi Signals.
Proceedings of the 2019 4th International Conference on Computing, 2019

MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation.
Proceedings of the 2019 4th International Conference on Computing, 2019

Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
The role of Information and Communication Technologies in healthcare: taxonomies, perspectives, and challenges.
J. Netw. Comput. Appl., 2018

Multi-classification approaches for classifying mobile app traffic.
J. Netw. Comput. Appl., 2018

A comprehensive survey on internet outages.
J. Netw. Comput. Appl., 2018

Benchmarking big data architectures for social networks data processing using public cloud platforms.
Future Gener. Comput. Syst., 2018

A collaborative approach for improving the security of vehicular scenarios: The case of platooning.
Comput. Commun., 2018

Network Testing and Analytics.
IEEE Commun. Mag., 2018

Mobile Encrypted Traffic Classification Using Deep Learning.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

Speeding-Up DPI Traffic Classification with Chaining.
Proceedings of the IEEE Global Communications Conference, 2018

Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks.
Proceedings of the 14th International Conference on Network and Service Management, 2018

Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks.
Proceedings of the 24th Asia-Pacific Conference on Communications, 2018

2017
A Consensus-Based Approach for Platooning with Intervehicular Communications and Its Validation in Realistic Scenarios.
IEEE Trans. Veh. Technol., 2017

A Fuzzy Approach Based on Heterogeneous Metrics for Scaling Out Public Clouds.
IEEE Trans. Parallel Distributed Syst., 2017

Measuring Networks Using IP Options.
IEEE Netw., 2017

A sleep scheduling approach based on learning automata for WSN partial coverage.
J. Netw. Comput. Appl., 2017

Challenges and solution for measuring available bandwidth in software defined networks.
Comput. Commun., 2017

On the performance of the wide-area networks interconnecting public-cloud datacenters around the globe.
Comput. Networks, 2017

IEEE Access Special Section Editorial: The New Era of Smart Cities: Sensors, Communication Technologies, and Applications.
IEEE Access, 2017

Hic sunt NATs: Uncovering address translation with a smart traceroute.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2017

SOMETIME: Software defined network-basec Available Bandwidth measurement in MONROE.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2017

Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark.
Proceedings of the 29th International Teletraffic Congress, 2017

A collaborative control strategy for platoons of autonomous vehicles in the presence of message falsification attacks.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

An experimental evaluation of the impact of heterogeneous scenarios and virtualization on the available bandwidth estimation tools.
Proceedings of the IEEE International Workshop on Measurement and Networking, 2017

A SVM-based detection approach for GPS spoofing attacks to UAV.
Proceedings of the 23rd International Conference on Automation and Computing, 2017

Internet censorship in Italy: An analysis of 3G/4G networks.
Proceedings of the IEEE International Conference on Communications, 2017

Socio-technical approach to engineer gigabit app performance for physicaltherapy-as-a-service.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Traffic Classification of Mobile Apps through Multi-Classification.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Using fuzzy logic for improving clinical daily-care of β-thalassemia patients.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Internet of Things and Cloud Services.
Future Gener. Comput. Syst., 2016

Integration of Cloud computing and Internet of Things: A survey.
Future Gener. Comput. Syst., 2016

Communications and Privacy under Surveillance.
Computer, 2016

Mining agile DNS traffic using graph analysis for cybercrime detection.
Comput. Networks, 2016

A First Look at an Automated Pipeline for NGS-Based Breast-Cancer Diagnosis: The CArDIGAN Approach.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Available bandwidth measurement in software defined networks.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

CloudSurf: A platform for monitoring public-cloud networks.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Analyzing internet censorship in Pakistan.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Sibyl: A Practical Internet Route Oracle.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

MC3: A cloud caching strategy for next generation virtual content distribution networks.
Proceedings of the 2016 IFIP Networking Conference, 2016

How and how much traceroute confuses our understanding of network paths.
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2016

An efficient partial coverage algorithm for wireless sensor networks.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

A First Look at Public-Cloud Inter-Datacenter Network Performance.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the Network Performance of Amazon S3 Cloud-Storage Service.
Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

Internet Censorship in Italy: A First Look at 3G/4G Networks.
Proceedings of the Cryptology and Network Security - 15th International Conference, 2016

2015
Analysis of a "/0" Stealth Scan From a Botnet.
IEEE/ACM Trans. Netw., 2015

IP packet interleaving for UDP bursty losses.
J. Syst. Softw., 2015

Measuring network throughput in the cloud: The case of Amazon EC2.
Comput. Networks, 2015

Internet Censorship detection: A survey.
Comput. Networks, 2015

Monitoring Internet Censorship with UBICA.
Proceedings of the Traffic Monitoring and Analysis - 7th International Workshop, 2015

Spatial Interpolation based Cellular Coverage Prediction with Crowdsourced Measurements.
Proceedings of the 2015 ACM SIGCOMM Workshop on Crowdsourcing and Crowdsharing of Big (Internet) Data, 2015

A map-based platform for smart mobility services.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Experimenting with alternative path tracing solutions.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

A consensus-based approach for platooning with inter-vehicular communications.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

On Network Throughput Variability in Microsoft Azure Cloud.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

A Feedback-Control Approach for Resource Management in Public Clouds.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Analysis of Country-Wide Internet Outages Caused by Censorship.
IEEE/ACM Trans. Netw., 2014

Experiment-Driven Modeling of Open-Source Internet Traffic Generators.
IEEE Trans. Instrum. Meas., 2014

Traffic identification engine: an open platform for traffic classification.
IEEE Netw., 2014

On the performance of new generation satellite broadband internet services.
IEEE Commun. Mag., 2014

HoBBIT: A Platform for Monitoring Broadband Performance from the User Network.
Proceedings of the Traffic Monitoring and Analysis - 6th International Workshop, 2014

Dissecting Round Trip Time on the Slow Path with a Single Packet.
Proceedings of the Passive and Active Measurement - 15th International Conference, 2014

Distributed Active Measurement of Internet Queuing Delays.
Proceedings of the Passive and Active Measurement - 15th International Conference, 2014

On the Integration of Cloud Computing and Internet of Things.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

The Greenhouse Effect Attack.
Proceedings of the IEEE Conference on Communications and Network Security, 2014

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

Efficient Storage and Processing of High-Volume Network Monitoring Data.
IEEE Trans. Netw. Serv. Manag., 2013

TIE: Traffic Identification Engine.
Prax. Inf.verarb. Kommun., 2013

D-ITG: Distributed Internet Traffic Generator.
Prax. Inf.verarb. Kommun., 2013

Cloud monitoring: A survey.
Comput. Networks, 2013

Detecting Third-Party Addresses in Traceroute Traces with IP Timestamp Option.
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013

Remotely Gauging Upstream Bufferbloat Delays.
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013

DRAGO: Detecting, quantifying and locating hidden routers in Traceroute IP paths.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

New generation satellite broadband Internet services: Should ADSL and 3G worry?
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

A quality of experience handover system for heterogeneous multimedia wireless networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

Passive bufferbloat measurement exploiting transport layer information.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Don't trust traceroute (completely).
Proceedings of the 2013 workshop on Student workhop, 2013

Pythia: yet another active probing technique for alias resolution.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012
On the recent use of email through traffic and network analysis: the impact of OSNs, new trends, and other communication platforms.
SIGMETRICS Perform. Evaluation Rev., 2012

Issues and future directions in traffic classification.
IEEE Netw., 2012

Unified architecture for network measurement: The case of available bandwidth.
J. Netw. Comput. Appl., 2012

Exploiting packet-sampling measurements for traffic characterization and classification.
Int. J. Netw. Manag., 2012

A tool for the generation of realistic network workload for emerging networking scenarios.
Comput. Networks, 2012

Measuring home broadband performance.
Commun. ACM, 2012

Genetic Algorithm Modeling with GPU Parallel Computing Technology.
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012

Open Source Platforms for Internet Monitoring and Measurement.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Detecting third-party addresses in traceroute IP paths.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

A Hands-on Look at Active Probing Using the IP Prespecified Timestamp Option.
Proceedings of the Passive and Active Measurement - 13th International Conference, 2012

Inferring the buffering delay of remote BitTorrent peers under LEDBAT vs TCP.
Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012

A Multi-Classification Approach for the Detection and Identification of eHealth Applications.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

Quantifying and mitigating IGMP filtering in topology discovery.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Cloud monitoring: Definitions, issues and future directions.
Proceedings of the 1st IEEE International Conference on Cloud Networking, 2012

2011
Topology Discovery at the Router Level: A New Hybrid Tool Targeting ISP Networks.
IEEE J. Sel. Areas Commun., 2011

A customer service assurance platform for mobile broadband networks.
IEEE Commun. Mag., 2011

Early Classification of Network Traffic through Multi-classification.
Proceedings of the Traffic Monitoring and Analysis - Third International Workshop, 2011

Broadband internet performance: a view from the gateway.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

An efficient storage technique for network monitoring data.
Proceedings of the IEEE International Workshop on Measurement and Networking, 2011

IP packet interleaving: Bridging the gap between theory and practice.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Traffic Classification through Joint Distributions of Packet-Level Statistics.
Proceedings of the Global Communications Conference, 2011

2010
A Markovian Approach to Multipath Data Transfer in Overlay Networks.
IEEE Trans. Parallel Distributed Syst., 2010

Integration of 3G Connectivity in PlanetLab Europe.
Mob. Networks Appl., 2010

Do you trust your software-based traffic generator?
IEEE Commun. Mag., 2010

Performance footprints of heavy-users in 3G networks via empirical measurement.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

K-Dimensional Trees for Continuous Traffic Classification.
Proceedings of the Traffic Monitoring and Analysis, Second International Workshop, 2010

On the impact of sampling on traffic monitoring and analysis.
Proceedings of the 22nd International Teletraffic Congress, 2010

UANM: a platform for experimenting with available bandwidth estimation tools.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

Identification of Traffic Flows Hiding behind TCP Port 80.
Proceedings of IEEE International Conference on Communications, 2010

2009
A cascade architecture for DoS attacks detection based on the wavelet transform.
J. Comput. Secur., 2009

Traffic analysis of peer-to-peer IPTV communities.
Comput. Networks, 2009

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

TIE: A Community-Oriented Traffic Classification Platform.
Proceedings of the Traffic Monitoring and Analysis, First International Workshop, 2009

On the characterization of multi-channel applications.
Proceedings of the 5th international student workshop on Emerging networking experiments and technologies, 2009

2008
Performance measurement of IEEE 802.11b-based networks affected by narrowband interference through cross-layer measurements.
IET Commun., 2008

Quality of service statistics over heterogeneous networks: Analysis and applications.
Eur. J. Oper. Res., 2008

Challenges in Second-Generation Wireless Mesh Networks.
EURASIP J. Wirel. Commun. Netw., 2008

High-speed backhaul networks: Myth or reality?
Comput. Commun., 2008

Internet traffic modeling by means of Hidden Markov Models.
Comput. Networks, 2008

An approach to the identification of network elements composing heterogeneous end-to-end paths.
Comput. Networks, 2008

An MDP-Based Approach for Multipath Data Transmission over Wireless Networks.
Proceedings of IEEE International Conference on Communications, 2008

Classification of Network Traffic via Packet-Level Hidden Markov Models.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Networked Embedded Systems: A Quantitative Performance Comparison.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Providing UMTS connectivity to PlanetLab nodes.
Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007
Entropy-Based Reduction of Traffic Data.
IEEE Commun. Lett., 2007

SCTP performance evaluation over heterogeneous networks.
Concurr. Comput. Pract. Exp., 2007

MagNets - experiences from deploying a joint research-operational next-generation wireless access network testbed.
Proceedings of the 3rd International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, 2007

Long Horizon End-to-End Delay Forecasts: A Multi-Step-Ahead Hybrid Approach.
Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

Worm Traffic Analysis and Characterization.
Proceedings of IEEE International Conference on Communications, 2007

Reducing Network Traffic Data Sets.
Proceedings of IEEE International Conference on Communications, 2007

Discovering Topologies at Router Level: Part II.
Proceedings of the Global Communications Conference, 2007

2nd Generation Wireless Mesh Networks: Technical, Economical and Social Challenges.
Proceedings of the Future Generation Communication and Networking, 2007

Do you know what you are generating?
Proceedings of the 2007 ACM Conference on Emerging Network Experiment and Technology, 2007

High-speed wireless backbones: measurements from MagNets.
Proceedings of the Fourth International Conference on Broadband Communications, 2007

2006
High Performance Internet Traffic Generators.
J. Supercomput., 2006

Systematic performance modeling and characterization of heterogeneous IP networks.
J. Comput. Syst. Sci., 2006

An open source traffic engineering toolbox.
Comput. Commun., 2006

Experimental evaluation and characterization of the <i>magnets</i> wireless backbone.
Proceedings of the First ACM Workshop on Wireless Network Testbeds, 2006

Identification of Network Bricks in Heterogeneous Scenarios.
Proceedings of the LCN 2006, 2006

Wavelet-based Detection of DoS Attacks.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

An HMM Approach to Internet Traffic Modeling.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Searching for invariants in network games traffic.
Proceedings of the 2006 ACM Conference on Emerging Network Experiment and Technology, 2006

A packet-level characterization of network traffic.
Proceedings of the IEEE 11th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2006

Measuring SCTP Throughput and Jitter over Heterogeneous Networks.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
Seamless internetworking of WLANs and cellular networks: architecture and performance issues in a Mobile IPv6 scenario.
IEEE Wirel. Commun., 2005

Performance evaluation of an open distributed platform for realistic traffic generation.
Perform. Evaluation, 2005

Experimental analysis of attacks against intradomain routing protocols.
J. Comput. Secur., 2005

Analysis and Experimentation over Heterogeneous Wireless Networks.
Proceedings of the 1st International Conference on Testbeds & Research Infrastructures for the DEvelopment of NeTworks & COMmunities (TRIDENTCOM 2005), 2005

Discovering Topologies at Router Level.
Proceedings of the Operations and Management in IP-Based Networks, 2005

On the Performance of Bandwidth Estimation Tools.
Proceedings of the Systems Communications 2005 (ICW / ICHSN / ICMCS / SENET 2005), 2005

BET: A Hybrid Bandwidth Estimation Tool.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Measuring Quality of Service Parameters over Heterogeneous IP Networks.
Proceedings of the Networking, 2005

A packet-level traffic model of Starcraft.
Proceedings of the Second International Workshop on Hot Topics in Peer-to-Peer Systems, 2005

End-to-end packet-channel Bayesian model applied to heterogeneous wireless networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Dynamic Service Management in Heterogeneous Networks.
J. Netw. Syst. Manag., 2004

Experimental Analysis of Heterogeneous Wireless Networks.
Proceedings of the Wired/Wireless Internet Communications, Second International Conference, 2004

D-ITG Distributed Internet Traffic Generator.
Proceedings of the 1st International Conference on Quantitative Evaluation of Systems (QEST 2004), 2004

An architecture for automatic configuration of integrated networks.
Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

An efficient approach to the network division problem, VLANs configuration and WLANs hosts grouping.
Proceedings of the 13th IEEE Workshop on Local and Metropolitan Area Networks, 2004

Experimental analysis of attacks against routing network infrastructures.
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004

Using Metadata in SLA Negotiation over Premium IP Networks.
Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004

Analysis and Experimentation of an Open Distributed Platform for Synthetic Traffic Generation.
Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2004), 2004

Special Issue on "Network Simulation and Performance Analysis: Theory and Practice".
Proceedings of the International Conference on Communications in Computing, 2004

2003

A QoS-aware network supporting an E-learning framework.
Proceedings of the Quality Education @ a Distance, 2003


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