Distributed AI for dependable cyberSecuritY

Silvio Cretti

Silvio Cretti Developer

Silvio Cretti is a software architect at FBK. He earned his M.Sc in Physics at University of Trento. Before joining FBK, he worked as software engineer, architect and technical leader for the Telecom Italia group where he gained extensive experience in the software development and software architecture fields. He has been involved in several European funded projects as architect and work package leader. His current interests focus on distributed and heterogeneous clouds, cloud automation, cloud monitoring, workload placement, and cloud-native applications.

Publications

2024

  • Marco Zambianco, Silvio Cretti, Domenico Siracusa
    Cost Minimization in Multi-cloud Systems with Runtime Microservice Re-orchestration
    In: Proceedings of 27th Conference on Innovation in Clouds, Internet and Networks (DOI)
  • Silvio Cretti, Marco Zambianco, Domenico Siracusa
    Demonstrating Runtime Microservice Rescheduling in Hybrid Clouds for Cost Minimization
    In: Proceedings of 27th Conference on Innovation in Clouds, Internet and Networks (DOI)
  • Stefano Berlato, Silvio Cretti, Domenico Siracusa, Silvio Ranise
    Multi-Objective Microservice Orchestration: Balancing Security and Performance in CCAM
    In: Proceedings of 27th Conference on Innovation in Clouds, Internet and Networks (ICIN) (DOI)
  • Roberto Doriguzzi Corin, Silvio Cretti, Domenico Siracusa
    Resource-Efficient Federated Learning for Network Intrusion Detection
    In: Proceedings of IEEE 10th International Conference on Network Softwarization (NetSoft) (DOI)
  • Stefano Berlato, Matteo Rizzi, Matteo Franzil, Silvio Cretti, Pietro De Matteis, Roberto Carbone
    Work-in-Progress: A Sidecar Proxy for Usable and Performance-Adaptable End-to-End Protection of Communications in Cloud Native Applications
    In: Proceedings of 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (DOI)

2022

  • Roberto Doriguzzi Corin, Silvio Cretti, Tiziana Catena, Simone Magnani, Domenico Siracusa
    Towards Application-Aware Provisioning of Security Services with Kubernetes
    In: 2022 IEEE 8th International Conference on Network Softwarization (NetSoft) (DOI)

2021

  • Francescomaria Faticanti, Daniele Santoro, Silvio Cretti, Domenico Siracusa
    An Application of Kubernetes Cluster Federation in Fog Computing
    In: Proceedings of 2021 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN) (DOI)

2020

  • Marco Savi, Daniele Santoro, Katarzyna Teresa Di Meo, Daniele Pizzolli, Pincheira Miguel, Raffaele Giaffreda, Silvio Cretti, Seung woo Kum, Domenico Siracusa
    A Blockchain-based Brokerage Platform for Fog Computing Resource Federation
    In: Proceedings of Conference on Innovation in Clouds, Internet and Networks (DOI)
  • Francescomaria Faticanti, Jason Zormpas, Sergey Drozdov, Kewin Rausch, Orlando Avila GarcĂ­a, Fragkiskos Sardis, Silvio Cretti, Mohsen Amiribesheli, Domenico Siracusa
    Distributed Cloud Intelligence: Implementing An ETSI MANO-Compliant Predictive Cloud Bursting Solution using Openstack and Kubernetes
    In: Economics of Grids, Clouds, Systems, and Services 17th International Conference, GECON 2020 (DOI)
  • Daniele Tovazzi, Francescomaria Faticanti, Domenico Siracusa, Claudio Peroni, Silvio Cretti, Tommaso Gazzini
    GEM-Analytics: Cloud-to-Edge AI-Powered Energy Management
    In: Economics of Grids, Clouds, Systems, and Services
  • Francescomaria Faticanti, Francesco De Pellegrini, Domenico Siracusa, Daniele Santoro, Silvio Cretti
    Throughput-aware Partitioning and Placement of Applications in Fog Computing
    In: IEEE Transactions on Network and Service Management (DOI)

2019

  • Francescomaria Faticanti, Francesco De Pellegrini, Domenico Siracusa, Daniele Santoro, Silvio Cretti
    Cutting Throughput with the Edge: App-Aware Placement in Fog Computing
    In: Proceedings of IEEE EDGECOM 2019 (DOI)

2017

  • Daniele Santoro, Daniel Zozin, Daniele Pizzolli, Francesco De Pellegrini, Silvio Cretti
    Foggy: A Platform for Workload Orchestration in a Fog Computing Environment
    In: Proceedings of Cloudcom 2017, IEEE 9th International Conference on Cloud Computing Technology and Science (DOI)

2016

  • Daniele Pizzolli, Giuseppe Cossu, Daniele Santoro, Luca Capra, Corentin Dupont, Charalampos Doukas, Francesco De Pellegrini, Fabio Antonelli, Silvio Cretti
    Cloud4IoT: a Heterogeneous, distributed and autonomic cloud platform for the IoT
    In: Proceedings of IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2016 (DOI)

2015

  • Yahya Al Hazmi, Alexander Willner, Brian Pickering, Alaa Alloush, Thomas Magedanz, Silvio Cretti
    Creating a Sustainable Federation of Cloud-Based Infrastructures for the Future Internet - The FIWARE Approach
    In: Proceedings of 10th Eai International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (DOI)

2011

  • A. Cerezo, P. Chas, Silvio Cretti, Andrea Maestrini, F. \'Alvarez, Elio Salvadori, J. Magen, M. Boniface, Federico Michele Facca, F. Williams
    Classification of Future Internet infrastructures for experimentation
    In: Future Internet Symposium 2011

Teaching Duties

2019

  • Fog and Cloud Computing
    Level: MSc
    Institution: University of Trento
    Lecturers: Domenico Siracusa, Daniele Santoro, Matteo Franzil, Luis Augusto Dias Knob, Silvio Cretti
    Period: From 2019
    Links: 2020-2021, 2021-2022, 2022-2023, 2023-2024, 2024-2025