MORDACCHINI, MATTEO
MORDACCHINI, MATTEO
Istituto di informatica e telematica - IIT
A Decentralized Strategy for Unweighted Minimum Vertex Cover
2025 Mordacchini, Matteo; Carlini, Emanuele; Dazzi, Patrizio
Decentralized Q-Learning for workload offloading in urgent edge computing scenarios
2025 Besozzi, V.; Carlini, E.; Danelutto, M.; Dazzi, P.; Della Bartola, M.; Ferrucci, L.; Massa, J.; Mordacchini, M.
ISTI-day 2025 Proceedings
2025 Del Corso, G.; Pedrotti, A.; Federico, G.; Gennaro, C.; Carrara, F.; Amato, G.; Di Benedetto, M.; Gabrielli, E.; Belli, D.; Matrullo, Z.; Miori, V.; Tolomei, G.; Waheed, T.; Marchetti, E.; Calabrò, A.; Rossetti, G.; Stella, M.; Cazabet, R.; Abramski, K.; Cau, E.; Citraro, S.; Failla, A.; Mesina, V.; Morini, V.; Pansanella, V.; Colantonio, S.; Germanese, D.; Pascali, M. A.; Bianchi, L.; Messina, N.; Falchi, F.; Barsellotti, L.; Pacini, G.; Cassese, M.; Puccetti, G.; Esuli, A.; Volpi, L.; Moreo, A.; Sebastiani, F.; Sperduti, G.; Nguyen, D.; Broccia, G.; Ter Beek, M. H.; Ferrari, A.; Massink, M.; Belmonte, G.; Ciancia, V.; Papini, O.; Canapa, G.; Catricala', B.; Manca, M.; Paterno', F.; Santoro, C.; Zedda, E.; Gallo, S.; Maenza, S.; Mattioli, A.; Simeoli, L.; Rucci, D.; Carlini, E.; Dazzi, P.; Kavalionak, H.; Mordacchini, M.; Rulli, C.; Muntean, CRISTINA-IOANA; Nardini, F. M.; Perego, R.; Rocchietti, G.; Lettich, F.; Renso, C.; Pugliese, C.; Casini, G.; Haldimann, J.; Meyer, T.; Assante, M.; Candela, L.; Dell'Amico, A.; Frosini, L.; Mangiacrapa, F.; Oliviero, A.; Pagano, P.; Panichi, G.; Peccerillo, B.; Procaccini, M.; Mannocci, A.; Manghi, P.; Lonetti, F.; Kang, D.; Di Giandomenico, F.; Jee, E.; Lazzini, G.; Conti, F.; Scopigno, R.; D'Acunto, M.; Moroni, D.; Cafiso, M.; Paradisi, P.; Callieri, M.; Pavoni, G.; Corsini, M.; De Falco, A.; Sala, F.; Saraceni, Q.; Gattiglia, G.
Marginal cost of computation as a collaborative strategy for resource management at the edge
2025 Carlini, E.; Dazzi, P.; Ferrucci, L.; Massa, J.; Mordacchini, M.
Rusty-Cracker: A Multi-core Connected Components Library in Rust
2025 Rucci, Davide; Sampietro, Daniele; Carlini, Emanuele; Mordacchini, Matteo; Dazzi, Patrizio
SPARE: Self-adaptive platform for allocating resources in emergencies for urgent edge computing
2025 Besozzi, V.; Danelutto, M.; Dazzi, P.; Carlini, E.; Mordacchini, M.
Decentralized Replica Management in Latency-Bound Edge Environments for Resource Usage Minimization
2024 Ferrucci, L.; Mordacchini, M.; Dazzi, P.
Efficient application image management in the compute continuum: a vertex cover approach based on the think-like-a-vertex paradigm
2024 Carlini, E.; Dazzi, P.; Makris, A.; Mordacchini, M.; Theodoropoulos, T.; Tserpes, K.
Optimizing resource allocation in the edge: a minimum weighted vertex cover approach
2024 Makris, A.; Maragkoudakis, E.; Kontopoulos, I.; Theodoropoulos, T.; Korontanis, I.; Carlini, E.; Mordacchini, M.; Dazzi, P.; Varvarigou, T.
Pro-active component image placement in edge computing environments
2024 Makris, A.; Psomakelis, E.; Carlini, E.; Mordacchini, M.; Theodoropoulos, T.; Dazzi, P.; Tserpes, K.
Urgent edge computing
2024 Dazzi, P.; Ferrucci, L.; Danelutto, M.; Tserpes, K.; Makris, A.; Theodoropoulos, T.; Massa, J.; Carlini, E.; Mordacchini, M.
A proposal for a continuum-aware programming model: from workflows to services autonomously interacting in the compute continuum
2023 Aldinucci, M; Birke, R; Brogi, A; Carlini, E; Coppola, M; Danelutto, M; Dazzi, P; Ferrucci, L; Forti, S; Kavalionak, H; Mencagli, G; Mordacchini, M; Pasin, M; Paganelli, F; Torquati, M
DATA7: a dataset for assessing resource and application management solutions at the edge
2023 Carlini, E; Coppola, M; Dazzi, P; Ferrucci, L; Kavalionak, H; Mordacchini, M
GNOSIS: proactive image placement using graph neural networks & deep reinforcement learning
2023 Theodoropoulos, T; Makris, A; Psomakelis, E; Carlini, E; Mordacchini, M; Dazzi, P; Tserpes, K
SmartORC smart orchestration of resources in the compute continuum
2023 Carlini, E; Coppola, M; Dazzi, P; Ferrucci, L; Kavalionak, H; Korontanis, I; Mordacchini, M; Tserpes, K
A mathematical model for latency constrained self-organizing application placement in the edge
2022 Mordacchini M.; Carlini E.; Dazzi P.
Decentralized federated learning and network topologies: an empirical study on convergence
2022 Kavalionak, H; Carlini, E; Dazzi, P; Ferrucci, L; Mordacchini, M; Coppola, M
Energy and QoE aware placement of applications and data at the edge
2022 Mordacchini M.; Ferrucci L.; Carlini E.; Kavalionak H.; Coppola M.; Dazzi P.
Network measurements with function-as-a-service for distributed low-latency edge applications
2022 Carlini E.; Kavalionak H.; Dazzi P.; Ferrucci L.; Coppola M.; Mordacchini M.
Impact of network topology on the convergence of decentralized federated learning systems
2021 Kavalionak, H; Carlini, E; Dazzi, P; Ferrucci, L; Mordacchini, M; Coppola, M
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Decentralized Strategy for Unweighted Minimum Vertex Cover | 1-gen-2025 | Mordacchini, Matteo; Carlini, Emanuele; Dazzi, Patrizio | |
| Decentralized Q-Learning for workload offloading in urgent edge computing scenarios | 1-gen-2025 | Besozzi, V.; Carlini, E.; Danelutto, M.; Dazzi, P.; Della Bartola, M.; Ferrucci, L.; Massa, J.; Mordacchini, M. | |
| ISTI-day 2025 Proceedings | 1-gen-2025 | Del Corso, G.; Pedrotti, A.; Federico, G.; Gennaro, C.; Carrara, F.; Amato, G.; Di Benedetto, M.; Gabrielli, E.; Belli, D.; Matrullo, Z.; Miori, V.; Tolomei, G.; Waheed, T.; Marchetti, E.; Calabrò, A.; Rossetti, G.; Stella, M.; Cazabet, R.; Abramski, K.; Cau, E.; Citraro, S.; Failla, A.; Mesina, V.; Morini, V.; Pansanella, V.; Colantonio, S.; Germanese, D.; Pascali, M. A.; Bianchi, L.; Messina, N.; Falchi, F.; Barsellotti, L.; Pacini, G.; Cassese, M.; Puccetti, G.; Esuli, A.; Volpi, L.; Moreo, A.; Sebastiani, F.; Sperduti, G.; Nguyen, D.; Broccia, G.; Ter Beek, M. H.; Ferrari, A.; Massink, M.; Belmonte, G.; Ciancia, V.; Papini, O.; Canapa, G.; Catricala', B.; Manca, M.; Paterno', F.; Santoro, C.; Zedda, E.; Gallo, S.; Maenza, S.; Mattioli, A.; Simeoli, L.; Rucci, D.; Carlini, E.; Dazzi, P.; Kavalionak, H.; Mordacchini, M.; Rulli, C.; Muntean, CRISTINA-IOANA; Nardini, F. M.; Perego, R.; Rocchietti, G.; Lettich, F.; Renso, C.; Pugliese, C.; Casini, G.; Haldimann, J.; Meyer, T.; Assante, M.; Candela, L.; Dell'Amico, A.; Frosini, L.; Mangiacrapa, F.; Oliviero, A.; Pagano, P.; Panichi, G.; Peccerillo, B.; Procaccini, M.; Mannocci, A.; Manghi, P.; Lonetti, F.; Kang, D.; Di Giandomenico, F.; Jee, E.; Lazzini, G.; Conti, F.; Scopigno, R.; D'Acunto, M.; Moroni, D.; Cafiso, M.; Paradisi, P.; Callieri, M.; Pavoni, G.; Corsini, M.; De Falco, A.; Sala, F.; Saraceni, Q.; Gattiglia, G. | |
| Marginal cost of computation as a collaborative strategy for resource management at the edge | 1-gen-2025 | Carlini, E.; Dazzi, P.; Ferrucci, L.; Massa, J.; Mordacchini, M. | |
| Rusty-Cracker: A Multi-core Connected Components Library in Rust | 1-gen-2025 | Rucci, Davide; Sampietro, Daniele; Carlini, Emanuele; Mordacchini, Matteo; Dazzi, Patrizio | |
| SPARE: Self-adaptive platform for allocating resources in emergencies for urgent edge computing | 1-gen-2025 | Besozzi, V.; Danelutto, M.; Dazzi, P.; Carlini, E.; Mordacchini, M. | |
| Decentralized Replica Management in Latency-Bound Edge Environments for Resource Usage Minimization | 1-gen-2024 | Ferrucci, L.; Mordacchini, M.; Dazzi, P. | |
| Efficient application image management in the compute continuum: a vertex cover approach based on the think-like-a-vertex paradigm | 1-gen-2024 | Carlini, E.; Dazzi, P.; Makris, A.; Mordacchini, M.; Theodoropoulos, T.; Tserpes, K. | |
| Optimizing resource allocation in the edge: a minimum weighted vertex cover approach | 1-gen-2024 | Makris, A.; Maragkoudakis, E.; Kontopoulos, I.; Theodoropoulos, T.; Korontanis, I.; Carlini, E.; Mordacchini, M.; Dazzi, P.; Varvarigou, T. | |
| Pro-active component image placement in edge computing environments | 1-gen-2024 | Makris, A.; Psomakelis, E.; Carlini, E.; Mordacchini, M.; Theodoropoulos, T.; Dazzi, P.; Tserpes, K. | |
| Urgent edge computing | 1-gen-2024 | Dazzi, P.; Ferrucci, L.; Danelutto, M.; Tserpes, K.; Makris, A.; Theodoropoulos, T.; Massa, J.; Carlini, E.; Mordacchini, M. | |
| A proposal for a continuum-aware programming model: from workflows to services autonomously interacting in the compute continuum | 1-gen-2023 | Aldinucci, M; Birke, R; Brogi, A; Carlini, E; Coppola, M; Danelutto, M; Dazzi, P; Ferrucci, L; Forti, S; Kavalionak, H; Mencagli, G; Mordacchini, M; Pasin, M; Paganelli, F; Torquati, M | |
| DATA7: a dataset for assessing resource and application management solutions at the edge | 1-gen-2023 | Carlini, E; Coppola, M; Dazzi, P; Ferrucci, L; Kavalionak, H; Mordacchini, M | |
| GNOSIS: proactive image placement using graph neural networks & deep reinforcement learning | 1-gen-2023 | Theodoropoulos, T; Makris, A; Psomakelis, E; Carlini, E; Mordacchini, M; Dazzi, P; Tserpes, K | |
| SmartORC smart orchestration of resources in the compute continuum | 1-gen-2023 | Carlini, E; Coppola, M; Dazzi, P; Ferrucci, L; Kavalionak, H; Korontanis, I; Mordacchini, M; Tserpes, K | |
| A mathematical model for latency constrained self-organizing application placement in the edge | 1-gen-2022 | Mordacchini M.; Carlini E.; Dazzi P. | |
| Decentralized federated learning and network topologies: an empirical study on convergence | 1-gen-2022 | Kavalionak, H; Carlini, E; Dazzi, P; Ferrucci, L; Mordacchini, M; Coppola, M | |
| Energy and QoE aware placement of applications and data at the edge | 1-gen-2022 | Mordacchini M.; Ferrucci L.; Carlini E.; Kavalionak H.; Coppola M.; Dazzi P. | |
| Network measurements with function-as-a-service for distributed low-latency edge applications | 1-gen-2022 | Carlini E.; Kavalionak H.; Dazzi P.; Ferrucci L.; Coppola M.; Mordacchini M. | |
| Impact of network topology on the convergence of decentralized federated learning systems | 1-gen-2021 | Kavalionak, H; Carlini, E; Dazzi, P; Ferrucci, L; Mordacchini, M; Coppola, M |