Guido Marchetto

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 67

Top Topics

Matrix Completion

Formal Verification

Reinforcement Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Matteo Rosani, Gianluca Cena, Dave Cavalcanti, Valerio Frascolla, Guido Marchetto, Stefano Scanzio
A Software Platform for Testing Multi-Link Operation in Industrial Wi-Fi Networks. WFCS (2024)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
Load Profiling via In-Band Flow Classification and P4 With Howdah. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
Automation for Network Security Configuration: State of the Art and Research Trends. ACM Comput. Surv. 56 (3) (2024)
Cristopher Chiaro, Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto
Latency-aware Scheduling in the Cloud-Edge Continuum. NOMS (2024)
Xu Tao, Doriana Monaco, Alessio Sacco, Simone Silvestri, Guido Marchetto
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Cristian Zilli, Alessio Sacco, Doriana Monaco, Okwudilichukwu Okafor, Flavio Esposito, Guido Marchetto
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. NOMS (2024)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches. IEEE Commun. Mag. 62 (6) (2024)
Stefano Scanzio, Matteo Rosani, Gabriele Formis, Dave Cavalcanti, Valerio Frascolla, Guido Marchetto, Gianluca Cena
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi. WFCS (2024)
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR (2024)
Stefano Scanzio, Matteo Rosani, Gabriele Formis, Dave Cavalcanti, Valerio Frascolla, Guido Marchetto, Gianluca Cena
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi. CoRR (2024)
Alessio Sacco, Antonino Angi, Guido Marchetto, Flavio Esposito
P4FL: An Architecture for Federating Learning With In-Network Processing. IEEE Access 11 (2023)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Alessio Sacco, Antonino Angi, Flavio Esposito, Guido Marchetto
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. HPSR (2023)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov
Automated Firewall Configuration in Virtual Networks. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information. CCNC (2023)
Alessio Sacco, Guido Marchetto
Towards Autonomous Computer Networks in Support of Critical Systems. NOMS (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Antonino Angi, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds. MeditCom (2023)
Doriana Monaco, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. ICIN (2023)
Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
A Self-Learning Strategy for Task Offloading in UAV Networks. IEEE Trans. Veh. Technol. 71 (4) (2022)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
NLP4: An Architecture for Intent-Driven Data Plane Programmability. NetSoft (2022)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
Howdah: Load Profiling via In-Band Flow Classification and P4. CNSM (2022)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. INFOCOM (2021)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Serena Spinoso, Fulvio Valenza, Jalolliddin Yusupov
Improving the Formal Verification of Reachability Policies in Virtualized Networks. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning. IEEE Trans. Veh. Technol. 70 (5) (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
On Control and Data Plane Programmability for Data-Driven Networking. HPSR (2021)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
A novel approach for security function graph configuration and deployment. NetSoft (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. IEEE Trans. Green Commun. Netw. 5 (3) (2021)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Supporting Sustainable Virtual Network Mutations With Mystique. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov, Adlen Ksentini
A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks. IEEE Trans. Ind. Informatics 17 (2) (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. NetSoft (2020)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov
Automated optimal firewall orchestration and configuration in virtualized networks. NOMS (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
A distributed reinforcement learning approach for energy and congestion-aware edge networks. CoNEXT (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Resource Inference for Task Migration in Challenged Edge Networks with RITMO. CloudNet (2020)
Alessio Sacco, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. WFCS (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Grant Kolar, Kate Schwetye
On Edge Computing for Remote Pathology Consultations and Computations. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov
Introducing programmability and automation in the synthesis of virtual firewall rules. NetSoft (2020)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios. Comput. Commun. 160 (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
Short Paper: Automatic Configuration for an Optimal Channel Protection in Virtualized Networks. CYSARM@CCS (2020)
Alessandro Gaballo, Matteo Flocco, Flavio Esposito, Guido Marchetto
Steering Traffic via Recurrent Neural Networks in Challenged Edge Scenarios. CNSM (2019)
Xu Tao, Flavio Esposito, Alessio Sacco, Guido Marchetto
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures. NetSoft (2019)
Mauro Cociglio, Giuseppe Fioccola, Guido Marchetto, Amedeo Sapio, Riccardo Sisto
Multipoint Passive Monitoring in Packet Networks. IEEE/ACM Trans. Netw. 27 (6) (2019)
Agnese V. Ventrella, Flavio Esposito, Alessio Sacco, Matteo Flocco, Guido Marchetto, Srikanth Gururajan
APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks. CloudNet (2019)
Daniele Bringhenti, Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov
Towards a fully automated and optimized network security functions orchestration. ICCCS (2019)
Guido Marchetto, Riccardo Sisto, Fulvio Valenza, Jalolliddin Yusupov
A Framework for Verification-Oriented User-Friendly Network Function Modeling. IEEE Access 7 (2019)
Alessio Sacco, Flavio Esposito, Princewill Okorie, Guido Marchetto
LiveMicro: An Edge Computing System for Collaborative Telepathology. HotEdge (2019)
Alessandro Gaballo, Matteo Flocco, Flavio Esposito, Guido Marchetto
ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks. ICCCS (2019)
Fabio Bulgarella, Mauro Cociglio, Giuseppe Fioccola, Guido Marchetto, Riccardo Sisto
Performance measurements of QUIC communications. ANRW (2019)
Roberto Morro, Francesco Lucrezia, P. Gomes, Ramon Casellas, Alessio Giorgetti, Luis Velasco, Emilio Riccardi, Anna Chiado Piat, A. Percelsi, João Pedro, Lluis Gifre, Andrea Sgambelluri, Fulvio Risso, Guido Marchetto
Automated End to End Carrier Ethernet Provisioning Over a Disaggregated WDM Metro Network with a Hierarchical SDN Control and Monitoring Platform. ECOC (2018)
Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idilio Drago, Roberto Marturano, Guido Marchetto, Elio Piccolo, Stefano Bagnasco, Stefano Lusso, Sara Vallero, Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi
HPC4AI: an AI-on-demand federated platform endeavour. CF (2018)
Guido Marchetto, Riccardo Sisto, Jalolliddin Yusupov, Adlen Ksentini
Virtual Network Embedding with Formal Reachability Assurance. CNSM (2018)
Ivano Cerrato, Guido Marchetto, Fulvio Risso, Riccardo Sisto, Matteo Virgilio, Roberto Bonafiglia
An efficient data exchange mechanism for chained network functions. J. Parallel Distributed Comput. 114 (2018)
Jalolliddin Yusupov, Adlen Ksentini, Guido Marchetto, Riccardo Sisto
Multi-Objective Function Splitting and Placement of Network Slices in 5G Mobile Networks. CSCN (2018)
Guido Marchetto, Riccardo Sisto, Jalolliddin Yusupov, Adlen Ksentini
Formally verified latency-aware VNF placement in industrial Internet of things. WFCS (2018)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Daniele DeTommas, Guido Marchetto, Sarosh Tahir, Vittorio Curri
Merit of hybrid EDFA/Raman amplification in fixed-grid all-optical network exploiting multirate transponders. Int. J. Commun. Syst. 31 (1) (2018)
Guido Marchetto, Riccardo Sisto, Matteo Virgilio, Jalolliddin Yusupov
A Framework for User-Friendly Verification-Oriented VNF Modeling. COMPSAC (1) (2017)
Piergiuseppe Bettassa Copet, Guido Marchetto, Riccardo Sisto, Luciana Costa
Formal verification of LTE-UMTS and LTE-LTE handover procedures. Comput. Stand. Interfaces 50 (2017)
Wolfgang John, Guido Marchetto, Felician Németh, Pontus Sköldström, Rebecca Steinert, Catalin Meirosu, Ioanna Papafili, Kostas Pentikousis
Service Provider DevOps. IEEE Commun. Mag. 55 (1) (2017)
Wolfgang John, Guido Marchetto, Felicián Németh, Pontus Sköldström, Rebecca Steinert, Catalin Meirosu, Ioanna Papafili, Kostas Pentikousis
Service Provider DevOps. CoRR (2017)
Matteo Virgilio, Guido Marchetto, Riccardo Sisto
Push applications and dynamic content generation over content-centric networking. Int. J. Commun. Syst. 30 (3) (2017)
Guido Marchetto, Riccardo Sisto, Wolfgang John, Pontus Sköldström, Bertrand Pechenot, Felicián Németh, István Pelle, Juhoon Kim, Xuejun Cai, Chunyan Fu, Catalin Meirosu, Kostas Pentikousis, Sachin Sharma, Ioanna Papafili, Serena Spinoso, Matteo Virgilio, Rebecca Steinert, Per Kreuger, Shaoteng Liu, Jan Ekman, Antonio Manzalini, Apoorv Shukla
Final Service Provider DevOps concept and evaluation. CoRR (2016)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Guido Marchetto, Sarosh Tahir, Vittorio Curri
Exploiting the transmission layer in logical topology design of flexible-grid optical networks. ICC (2016)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Guido Marchetto, Sarosh Tahir, Vittorio Curri
Impact of fiber type and Raman pumping in NyWDM flexible-grid elastic optical networks. ICTON (2016)
Guido Marchetto, Sarosh Tahir, Michelangelo Grosso
A blocking probability study for the aethereal network-on-chip. IDT (2016)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Vittorio Curri, Guido Marchetto, Sarosh Tahir
Exploring the effects of physical layer parameters in WDM based fixed and flexible-grid networks. ONDM (2015)
Matteo Virgilio, Guido Marchetto, Riccardo Sisto
Interest Flooding Attack Countermeasures Assessment on Content Centric Networking. ITNG (2015)
Alessia Autolitano, Daniele Brevi, Gianluca Cena, Pietro A. Cultrona, Guido Marchetto, Fulvio Rusina, Stefano Scanzio, Riccardo Scopigno, Riccardo Sisto
Wireless for the factory: The Wi-Fact analysis. RTSI (2015)
Rebecca Steinert, Wolfgang John, Pontus Sköldström, Bertrand Pechenot, András Gulyás, István Pelle, Tamás Lévai, Felicián Németh, Juhoon Kim, Catalin Meirosu, Xuejun Cai, Chunyan Fu, Kostas Pentikousis, Sachin Sharma, Ioanna Papafili, Guido Marchetto, Riccardo Sisto, Fulvio Risso, Per Kreuger, Jan Ekman, Shaoteng Liu, Antonio Manzalini, Apoorv Shukla, Stefan Schmid
Service Provider DevOps network capabilities and tools. CoRR (2015)
Serena Spinoso, Matteo Virgilio, Wolfgang John, Antonio Manzalini, Guido Marchetto, Riccardo Sisto
Formal Verification of Virtual Network Function Graphs in an SP-DevOps Context. ESOCC (2015)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Vittorio Curri, Guido Marchetto, Sarosh Tahir
A transmission layer aware network design for fixed and flexible grid optical networks. ICTON (2015)
Arsalan Ahmad, Andrea Bianco, Hussein Chouman, Daniele DeTommas, Guido Marchetto, Sarosh Tahir, Vittorio Curri
Impact of fiber types and Raman pumping in reconfigurable DWDM transparent optical networks. ECOC (2015)
Francesco Lucrezia, Guido Marchetto, Fulvio Risso, Vinicio Vercellone
Introducing network-aware scheduling capabilities in OpenStack. NetSoft (2015)
Piergiuseppe Bettassa Copet, Guido Marchetto, Riccardo Sisto, Luciana Costa
Formal verification of LTE-UMTS handover procedures. ISCC (2015)
Wolfgang John, Catalin Meirosu, Pontus Sköldström, Felician Németh, András Gulyás, Mario Kind, Sachin Sharma, Ioanna Papafili, George Agapiou, Guido Marchetto, Riccardo Sisto, Rebecca Steinert, Per Kreuger, Henrik Abrahamsson, Antonio Manzalini, Nadi Sarrar
Initial Service Provider DevOps concept, capabilities and proposed tools. CoRR (2015)
Ivano Cerrato, Guido Marchetto, Fulvio Risso, Riccardo Sisto, Matteo Virgilio
An efficient data exchange algorithm for chained network functions. HPSR (2014)
Mario Baldi, Guido Marchetto
Design of a Deterministic Service Switch for Avionics Networks. J. Aerosp. Inf. Syst. 11 (6) (2014)
Matteo Virgilio, Guido Marchetto, Riccardo Sisto
PIT overload analysis in content centric networks. ICN (2013)
Mario Baldi, Guido Marchetto
Time-Driven Priority Router Implementation: Analysis and Experiments. IEEE Trans. Computers 62 (5) (2013)
Guido Marchetto, Riccardo Sisto, Luca Stanziano
Resource management policies for cloud-based interactive 3D applications. ICC Workshops (2013)
Marco Papa Manzillo, Luigi Ciminiera, Guido Marchetto, Fulvio Risso
CLOSER: A Collaborative Locality-Aware Overlay SERvice. IEEE Trans. Parallel Distributed Syst. 23 (6) (2012)
Michele Welponer, Luca Abeni, Guido Marchetto, Renato Lo Cigno
Measuring and reducing the impact of the operating system kernel on end-to-end latencies in synchronous packet switched networks. Softw. Pract. Exp. 42 (11) (2012)
Guido Marchetto, Marco Papa Manzillo, Livio Torrero, Luigi Ciminiera, Fulvio Risso
Robustness analysis of an unstructured overlay for media communication. IET Commun. 5 (4) (2011)
Guido Marchetto, Luigi Ciminiera, Marco Papa Manzillo, Fulvio Risso, Livio Torrero
Locating Equivalent Servants over P2P Networks. IEEE Trans. Netw. Serv. Manag. 8 (1) (2011)
Mario Baldi, Michele Corrà, Giorgio Fontana, Guido Marchetto, Yoram Ofek, Danilo Severina, Olga Zadedyurina
Scalable Fractional Lambda Switching: A Testbed. JOCN 3 (5) (2011)
Guido Marchetto
High-Priority First Transmission to Efficiently Support Service Differentiation in Just-in-Time OBS Networks. JOCN 2 (12) (2010)
Guido Marchetto, Mario Baldi, Riccardo Giacomelli
Time driven Access and Forwarding for industrial wireless multi-hop networks. IEEE Trans. Ind. Informatics 5 (2) (2009)
Mario Baldi, Guido Marchetto
Pipeline forwarding of packets based on a low-accuracy network-distributed common time reference. IEEE/ACM Trans. Netw. 17 (6) (2009)
Guido Marchetto
Minimizing Preemption Probabilityto Efficiently Support Service Differentiation in Just-in-Time Based OBS Networks. ICC (2008)
Luigi Ciminiera, Guido Marchetto, Fulvio Risso, Livio Torrero
Distributed connectivity service for a SIP infrastructure. IEEE Netw. 22 (5) (2008)
Deepak Agrawal, Mario Baldi, Michele Corrà, Giorgio Fontana, Guido Marchetto, Viet Thang Nguyen, Yoram Ofek, Danilo Severina, Thu-Huong Truong, Olga Zadedyurina
Scalable Switching Testbed not "Stopping" the Serial Bit Stream. ICC (2007)
Deepak Agrawal, Mario Baldi, Michele Corrà, Giorgio Fontana, Guido Marchetto, Viet Thang Nguyen, Yoram Ofek, Danilo Severina, Thu-Huong Truong, Olga Zadedyurina
A Scalable Approach for Supporting Streaming Media: Design, Implementation and Experiments. ISCC (2007)
Mario Baldi, Guido Marchetto, Yoram Ofek
A scalable solution for engineering streaming traffic in the future Internet. Comput. Networks 51 (14) (2007)
Mario Baldi, Guido Marchetto, Fulvio Risso, Giulio Galante, Riccardo Scopigno, Federico Stirano
Time Driven Priority Router Implementation and First Experiments. ICC (2006)