Mattia Zaccarini

16 papers B 6C 2Misc 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning.
NOMS
Mattia Zaccarini, Filippo Poltronieri, Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
2025 J jnl
HephaestusForge: Optimal microservice deployment across the Compute Continuum via Reinforcement Learning.
Future Gener. Comput. Syst.
José Santos, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Nicola Di Cicco, Filip De Turck
2025 B conf
Hybridized Hot Restart via Reinforcement Learning for Microservice Orchestration.
NOMS
Mattia Zaccarini, Filippo Poltronieri, Cesare Stefanelli, Mauro Tortonesi
2024 B conf
Efficient Microservice Deployment in Kubernetes Multi-Clusters through Reinforcement Learning.
NOMS
José Santos, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Sleianelli, Nicola Di Cicco, Filip De Turck
2024 J jnl
KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale.
IEEE Trans. Netw. Serv. Manag.
Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
2024 B conf
Multi-Objective Scheduling and Resource Allocation of Kubernetes Replicas Across the Compute Continuum.
CNSM
Nicola Di Cicco, Filippo Poltronieri, José Santos, Mattia Zaccarini, Mauro Tortonesi, Cesare Stefanelli, Filip De Turck
2024 C conf
TELKA: Twin-Enhanced Learning for Kubernetes Applications.
ISCC
Mattia Zaccarini, Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
2024 B conf
The Evolution of Kubernetes Management: Introducing the KubeTwin Framework.
NOMS
Mattia Zaccarini, Mauro Tortonesi, Filippo Poltronieri
2024 Misc conf
VOICE: Value-of-Information for Compute Continuum Ecosystems.
ICIN
Mattia Zaccarini, Benedetta Cantelli, Maria Fazio, William Fornaciari, Filippo Poltronieri, Cesare Stefanelli, Mauro Tortonesi
2023 B conf
Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach.
CNSM
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
2023 — conf
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments.
MILCOM
Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
2023 J jnl
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments.
CoRR
Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
2023 C conf
Modeling Digital Twins of Kubernetes-Based Applications.
ISCC
Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
2023 J jnl
Reinforcement Learning vs. Computational Intelligence: Comparing Service Management Approaches for the Cloud Continuum.
Future Internet
Filippo Poltronieri, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
2023 — conf
Using Simulation and DT to Improve Performance of Systems Operation Modeling.
CASCON
Genady Ya. Grabarnik, Filippo Poltronieri, Mauro Tortonesi, Mattia Zaccarini, Larisa Shwartz
2022 — conf
Enabling Adaptive Communications at the Tactical Edge.
MILCOM
Christoph Barz, Eelco Cramer, Roberto Fronteddu, Mariann Hauge, Kelvin Marcus, Jan Nilsson, Filippo Poltronieri, Mauro Tortonesi, Niranjan Suri, Mattia Zaccarini