Paper-Conference

A Novel Assurance Procedure for Fair Data Augmentation in Machine Learning
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S. Maghool, P. Ceravolo, F. Berto
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ML Assurance in 6G-Enabled Edge-Cloud Continuum Workflows
The modern edge-cloud continuum data intensive workflows are increasingly based on 6G edge nodes in order to spread their diffusion …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto, Alex Della Bruna
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A Federated Learning Architecture for Prostate MRI Image Segmentation
Alice Bovio, Mario Barile, Francesco Pallotta, Lorenzo Pede, Alessandro Maiocchi, Marco Alì, Fatemeh Darvizeh, Deborah Fazzini, Francesco Lacavalla, Massimo Banzi, Gabriele Gianini, Corrado Mio, Filippo Berto, Ruslan Bondaruc, Ernesto Damiani, Saman Fouladi
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MUSA: A Platform for Data-Intensive Services in Edge-Cloud Continuum
In the rapidly evolving landscape of modern applications, the Edge-Cloud Continuum emerges as a pivotal paradigm, promising …
M. Anisetti, C. A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, Massimo Banzi, Antonio Retico
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A Methodology for Web Cache Deception Vulnerability Discovery
Digital Library
Filippo Berto, Francesco Minetti, Claudio Ardagna, Marco Anisetti
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QoS-Aware Deployment of Service Compositions in 5G-Empowered Edge-Cloud Continuum
Nowadays, modern service compositions are increasingly adopted in critical scenarios where advanced Quality of Services (QoS) such as …
Marco Anisetti, Filippo Berto, Ruslan Bondaruc
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A DevSecOps-based Assurance Process for Big Data Analytics
Today big data pipelines are increasingly adopted by service applications representing a key enabler for enterprises to compete in the …
Marco Anisetti, Nicola Bena, Filippo Berto, Gwanggil Jeon
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Orchestration of data-intensive pipeline in 5G-enabled Edge Continuum
Nowadays there is an increasing trend in the volume and velocity of data, typically consumed by data-intensive AI/ML-based services, …
Marco Anisetti, Filippo Berto, Massimo Banzi
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A 5G-IoT enabled Big Data infrastructure for data-driven agronomy
Filippo Berto, Claudio Ardagna, Marco Torrente, Daniele Manenti, Enrico Ferrari, Aldo Calcante, Roberto Oberti, Luca Ciani, Others
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Security Certification Scheme for Content-centric Networks
Content-centric networking is emerging as a credible alternative to host-centric networking, especially in scenarios of large-scale …
Marco Anisetti, Claudio A. Ardagna, Filippo Berto, Ernesto Damiani
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