Guido Marchetto

Orcid: 0000-0003-3588-9367

Affiliations:
  • Politecnico di Torino, Turin, Italy


According to our database1, Guido Marchetto authored at least 95 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches.
IEEE Commun. Mag., June, 2024

Automation for Network Security Configuration: State of the Art and Research Trends.
ACM Comput. Surv., March, 2024

Load Profiling via In-Band Flow Classification and P4 With Howdah.
IEEE Trans. Netw. Serv. Manag., February, 2024

Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2024

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions.
CoRR, 2024

Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi.
Proceedings of the 20th IEEE International Conference on Factory Communication Systems, 2024

A Software Platform for Testing Multi-Link Operation in Industrial Wi-Fi Networks.
Proceedings of the 20th IEEE International Conference on Factory Communication Systems, 2024

Inferring Visibility of Internet Traffic Matrices Using eXplainable AI.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Latency-aware Scheduling in the Cloud-Edge Continuum.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models.
IEEE Trans. Netw. Serv. Manag., September, 2023

Partially Oblivious Congestion Control for the Internet via Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., June, 2023

Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions.
IEEE J. Biomed. Health Informatics, February, 2023

Automated Firewall Configuration in Virtual Networks.
IEEE Trans. Dependable Secur. Comput., 2023

P4FL: An Architecture for Federating Learning With In-Network Processing.
IEEE Access, 2023

Towards Autonomous Computer Networks in Support of Critical Systems.
Proceedings of the NOMS 2023, 2023

RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry.
Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
A Self-Learning Strategy for Task Offloading in UAV Networks.
IEEE Trans. Veh. Technol., 2022

Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders.
IEEE Trans. Netw. Serv. Manag., 2022

NLP4: An Architecture for Intent-Driven Data Plane Programmability.
Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022

Howdah: Load Profiling via In-Band Flow Classification and P4.
Proceedings of the 18th International Conference on Network and Service Management, 2022

2021
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning.
IEEE Trans. Veh. Technol., 2021

Supporting Sustainable Virtual Network Mutations With Mystique.
IEEE Trans. Netw. Serv. Manag., 2021

Improving the Formal Verification of Reachability Policies in Virtualized Networks.
IEEE Trans. Netw. Serv. Manag., 2021

A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks.
IEEE Trans. Ind. Informatics, 2021

Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks.
IEEE Trans. Green Commun. Netw., 2021

A novel approach for security function graph configuration and deployment.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021

Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

On Control and Data Plane Programmability for Data-Driven Networking.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

2020
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge.
IEEE Trans. Netw. Serv. Manag., 2020

On Edge Computing for Remote Pathology Consultations and Computations.
IEEE J. Biomed. Health Informatics, 2020

An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios.
Comput. Commun., 2020

Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems.
Proceedings of the 16th IEEE International Conference on Factory Communication Systems, 2020

Automated optimal firewall orchestration and configuration in virtualized networks.
Proceedings of the NOMS 2020, 2020

A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Introducing programmability and automation in the synthesis of virtual firewall rules.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

A distributed reinforcement learning approach for energy and congestion-aware edge networks.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

Resource Inference for Task Migration in Challenged Edge Networks with RITMO.
Proceedings of the 9th IEEE International Conference on Cloud Networking, 2020

Short Paper: Automatic Configuration for an Optimal Channel Protection in Virtualized Networks.
Proceedings of the CYSARM@CCS '20: Proceedings of the 2nd Workshop on Cyber-Security Arms Race, 2020

2019
Multipoint Passive Monitoring in Packet Networks.
IEEE/ACM Trans. Netw., 2019

A Framework for Verification-Oriented User-Friendly Network Function Modeling.
IEEE Access, 2019

A Policy-Based Architecture for Container Migration in Software Defined Infrastructures.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks.
Proceedings of the 2019 4th International Conference on Computing, 2019

Towards a fully automated and optimized network security functions orchestration.
Proceedings of the 2019 4th International Conference on Computing, 2019

LiveMicro: An Edge Computing System for Collaborative Telepathology.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

Steering Traffic via Recurrent Neural Networks in Challenged Edge Scenarios.
Proceedings of the 15th International Conference on Network and Service Management, 2019

APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks.
Proceedings of the 2019 IEEE 8th International Conference on Cloud Networking, 2019

Performance measurements of QUIC communications.
Proceedings of the Applied Networking Research Workshop, 2019

2018
An efficient data exchange mechanism for chained network functions.
J. Parallel Distributed Comput., 2018

Merit of hybrid EDFA/Raman amplification in fixed-grid all-optical network exploiting multirate transponders.
Int. J. Commun. Syst., 2018

Formally verified latency-aware VNF placement in industrial Internet of things.
Proceedings of the 14th IEEE International Workshop on Factory Communication Systems, 2018

Automated End to End Carrier Ethernet Provisioning Over a Disaggregated WDM Metro Network with a Hierarchical SDN Control and Monitoring Platform.
Proceedings of the European Conference on Optical Communication, 2018

Multi-Objective Function Splitting and Placement of Network Slices in 5G Mobile Networks.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

Virtual Network Embedding with Formal Reachability Assurance.
Proceedings of the 14th International Conference on Network and Service Management, 2018


2017
Push applications and dynamic content generation over content-centric networking.
Int. J. Commun. Syst., 2017

Formal verification of LTE-UMTS and LTE-LTE handover procedures.
Comput. Stand. Interfaces, 2017

Service Provider DevOps.
IEEE Commun. Mag., 2017

A Framework for User-Friendly Verification-Oriented VNF Modeling.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016
Final Service Provider DevOps concept and evaluation.
CoRR, 2016

A blocking probability study for the aethereal network-on-chip.
Proceedings of the 11th International Design & Test Symposium, 2016

Impact of fiber type and Raman pumping in NyWDM flexible-grid elastic optical networks.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Exploiting the transmission layer in logical topology design of flexible-grid optical networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Service Provider DevOps network capabilities and tools.
CoRR, 2015

Initial Service Provider DevOps concept, capabilities and proposed tools.
CoRR, 2015

Wireless for the factory: The Wi-Fact analysis.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Exploring the effects of physical layer parameters in WDM based fixed and flexible-grid networks.
Proceedings of the 2015 International Conference on Optical Network Design and Modeling, 2015

Introducing network-aware scheduling capabilities in OpenStack.
Proceedings of the 1st IEEE Conference on Network Softwarization, 2015

Interest Flooding Attack Countermeasures Assessment on Content Centric Networking.
Proceedings of the 12th International Conference on Information Technology, 2015

Formal verification of LTE-UMTS handover procedures.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

A transmission layer aware network design for fixed and flexible grid optical networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

Formal Verification of Virtual Network Function Graphs in an SP-DevOps Context.
Proceedings of the Service Oriented and Cloud Computing - 4th European Conference, 2015

Impact of fiber types and Raman pumping in reconfigurable DWDM transparent optical networks.
Proceedings of the European Conference on Optical Communication, 2015

2014
Design of a Deterministic Service Switch for Avionics Networks.
J. Aerosp. Inf. Syst., 2014

Efficient slice-aware H.264/AVC video transmission over time-driven priority networks.
Int. J. Commun. Syst., 2014

An efficient data exchange algorithm for chained network functions.
Proceedings of the IEEE 15th International Conference on High Performance Switching and Routing, 2014

2013
Time-Driven Priority Router Implementation: Analysis and Experiments.
IEEE Trans. Computers, 2013

Resource management policies for cloud-based interactive 3D applications.
Proceedings of the IEEE International Conference on Communications, 2013

PIT overload analysis in content centric networks.
Proceedings of the ICN'13, 2013

2012
CLOSER: A Collaborative Locality-Aware Overlay SERvice.
IEEE Trans. Parallel Distributed Syst., 2012

Measuring and reducing the impact of the operating system kernel on end-to-end latencies in synchronous packet switched networks.
Softw. Pract. Exp., 2012

2011
Locating Equivalent Servants over P2P Networks.
IEEE Trans. Netw. Serv. Manag., 2011

Scalable Fractional Lambda Switching: A Testbed.
JOCN, 2011

Robustness analysis of an unstructured overlay for media communication.
IET Commun., 2011

2010
High-Priority First Transmission to Efficiently Support Service Differentiation in Just-in-Time OBS Networks.
JOCN, 2010

2009
Pipeline forwarding of packets based on a low-accuracy network-distributed common time reference.
IEEE/ACM Trans. Netw., 2009

Time driven Access and Forwarding for industrial wireless multi-hop networks.
IEEE Trans. Ind. Informatics, 2009

2008
Distributed connectivity service for a SIP infrastructure.
IEEE Netw., 2008

Minimizing Preemption Probabilityto Efficiently Support Service Differentiation in Just-in-Time Based OBS Networks.
Proceedings of IEEE International Conference on Communications, 2008

2007
A scalable solution for engineering streaming traffic in the future Internet.
Comput. Networks, 2007

A Scalable Approach for Supporting Streaming Media: Design, Implementation and Experiments.
Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

Scalable Switching Testbed not "Stopping" the Serial Bit Stream.
Proceedings of IEEE International Conference on Communications, 2007

2006
Time Driven Priority Router Implementation and First Experiments.
Proceedings of IEEE International Conference on Communications, 2006


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