Mattia Zaccarini

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Top Venues

Publications

Mattia Zaccarini, Mauro Tortonesi, Filippo Poltronieri
The Evolution of Kubernetes Management: Introducing the KubeTwin Framework. NOMS (2024)
José Santos, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Sleianelli, Nicola Di Cicco, Filip De Turck
Efficient Microservice Deployment in Kubernetes Multi-Clusters through Reinforcement Learning. NOMS (2024)
Mattia Zaccarini, Benedetta Cantelli, Maria Fazio, William Fornaciari, Filippo Poltronieri, Cesare Stefanelli, Mauro Tortonesi
VOICE: Value-of-Information for Compute Continuum Ecosystems. ICIN (2024)
Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. CoRR (2023)
Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. MILCOM (2023)
Filippo Poltronieri, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
Reinforcement Learning vs. Computational Intelligence: Comparing Service Management Approaches for the Cloud Continuum. Future Internet 15 (11) (2023)
Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
Modeling Digital Twins of Kubernetes-Based Applications. ISCC (2023)
Genady Ya. Grabarnik, Filippo Poltronieri, Mauro Tortonesi, Mattia Zaccarini, Larisa Shwartz
Using Simulation and DT to Improve Performance of Systems Operation Modeling. CASCON (2023)
Lorenzo Manca, Davide Borsatti, Filippo Poltronieri, Mattia Zaccarini, Domenico Scotece, Gianluca Davoli, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Walter Cerroni
Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach. CNSM (2023)
Christoph Barz, Eelco Cramer, Roberto Fronteddu, Mariann Hauge, Kelvin Marcus, Jan Nilsson, Filippo Poltronieri, Mauro Tortonesi, Niranjan Suri, Mattia Zaccarini
Enabling Adaptive Communications at the Tactical Edge. MILCOM (2022)