GUIDO MARCHETTO

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Associate Professor

+39 0110907094 / 7094 (DAUIN)

Most recent publications

Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin; Ksentini, Adlen (2021)
A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks. In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 17, pp. 1515-1525. ISSN 1551-3203 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2021)
On Control and Data Plane Programmability for Data-Driven Networking. In: 2021 IEEE 22nd International Conference on High-Performance Switching and Routing (HPSR 2021), Paris, 6-10 June 2021, pp. 1-6 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo (2021)
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 70, pp. 5003-5015. ISSN 0018-9545 Download fulltext
Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido (2021)
Supporting Sustainable Virtual Network Mutations with Mystique. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 18, pp. 2714-2727. ISSN 1932-4537 Download fulltext
Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Spinoso, Serena; Valenza, ... (2021)
Improving the formal verification of reachability policies in virtualized networks. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 18, pp. 713-728. ISSN 1932-4537 Download fulltext
Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido (2021)
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. In: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, Virtual Event, 10-13 May 2021. ISBN: 978-1-6654-3131-6 Download fulltext
Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F. (2021)
A novel approach for security function graph configuration and deployment. In: 7th IEEE International Conference on Network Softwarization, NetSoft 2021, 2021, pp. 457-463. ISBN: 978-1-6654-0522-5 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2021)
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, vol. 5, pp. 1114-1127. ISSN 2473-2400 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2020)
A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks. In: 2020 16th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT), Virtual Event, November 2020, pp. 546-547. ISBN: 9781450379489 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2020)
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 17, pp. 986-999. ISSN 1932-4537 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2020)
Resource Inference for Task Migration in Challenged Edge Networks with RITMO. In: 2020 IEEE 9th International Conference on Cloud Networking (CloudNet), Virtual Event, 9-11 November 2020, pp. 1-7. ISBN: 978-1-7281-9486-8 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Kolar, Grant; Schwetye, Kate (2020)
On Edge Computing for Remote Pathology Consultations and Computations. In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol. 24, pp. 2523-2534. ISSN 2168-2194 Download fulltext
Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio (2020)
Short Paper: Automatic Configuration for an Optimal Channel Protection in Virtualized Networks. In: 2nd Workshop on Cyber-Security Arms Race (CYSARM), Virtual Event, November 13, 2020, pp. 25-30 Download fulltext
Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, ... (2020)
Introducing programmability and automation in the synthesis of virtual firewall rules. In: 2nd International Workshop on Cyber-Security Threats, Trust and Privacy Management in Software-defined and Virtualized Infrastructures (SecSoft), co-located with 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 473-478. ISBN: 978-1-7281-5684-2 Download fulltext
Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido (2020)
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios. In: COMPUTER COMMUNICATIONS, vol. 160, pp. 769-778. ISSN 0140-3664
Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio (2020)
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. In: 2020 16th IEEE International Conference on Factory Communication Systems (WFCS), Porto, Portugal, 27-29 April 2020, pp. 1-4 Download fulltext
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2020)
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. In: 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, Belgium, 29 June-3 July 2020, pp. 150-154 Download fulltext
Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.; Yusupov, J. (2020)
Automated optimal firewall orchestration and configuration in virtualized networks. In: 2020 IEEE/IFIP Network Operations and Management Symposium, NOMS 2020, hun, 2020, pp. 1-7. ISBN: 978-1-7281-4973-8 Download fulltext
GABALLO, ALESSANDRO; FLOCCO, MATTEO; Esposito, Flavio; MARCHETTO, GUIDO (2019)
Steering Traffic via Recurrent Neural Networks in Challenged Edge Scenarios. In: International Conference on Network and Service Management (CNSM), Halifax, NS, Canada, 21-25 October 2019, pp. 1-5. ISBN: 978-3-903176-24-9 Download fulltext
Lucrezia, Francesco; Risso, Fulvio; Marchetto, Guido (2015)
Metodo di identificazione di traffico streaming video, e relativo dispositivo. N. brevetto: 102015000015926, propr. brevetto: 4 - Soggetti terzi
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