Marco Savi

75 papers A* 1B 8C 2Misc 3Journal 33Unranked 27
YearRankTypeTitle / Venue / Authors
2025 — conf
A Federated Approach to Enhance Calibration of Distributed ML-Based Intrusion Detection Systems.
ICAART (2)
Jacopo Talpini, Nicoló Civiero, Fabio Sartori, Marco Savi
2025 J jnl
Decentralized Edge Workload Forecasting With Gossip Learning.
IEEE Trans. Netw. Serv. Manag.
Alessandro Tundo, Federica Filippini, Francesco Regonesi, Michele Ciavotta, Marco Savi
2025 A* conf
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble.
ICML
Jacopo Talpini, Marco Savi, Giovanni Neglia
2025 J jnl
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble.
CoRR
Jacopo Talpini, Marco Savi, Giovanni Neglia
2025 — conf
In-Kernel Traffic Sketching for Volumetric DDoS Detection.
ICC
Mingyuan Zang, Federico De Iaco, Jie Wu, Marco Savi
2025 — conf
ML-Based Performance Modeling in Edge FaaS Systems.
ESOCC
Federica Filippini, Luca Cavenaghi, Nicolas Calmi, Marco Savi, Michele Ciavotta
2025 — conf
Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems.
IPDPS (Workshops)
Emanuele Petriglia, Federica Filippini, Michele Ciavotta, Marco Savi
2024 — conf
Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework.
SEATED@HPDC
Federica Filippini, Nicolas Calmi, Luca Cavenaghi, Emanuele Petriglia, Marco Savi, Michele Ciavotta
2024 — conf
Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems.
SEATED@HPDC
Emanuele Petriglia, Federica Filippini, Giacomo Pracucci, Marco Savi, Michele Ciavotta
2024 J jnl
Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification.
J. Reliab. Intell. Environ.
Jacopo Talpini, Fabio Sartori, Marco Savi
2024 B conf
Hierarchical Multiclass Continual Learning for Network Intrusion Detection.
NetSoft
Jacopo Talpini, Fabio Sartori, Marco Savi
2024 J jnl
Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection.
Comput. Networks
Roberto Doriguzzi Corin, Luis Augusto Dias Knob, Luca Mendozzi, Domenico Siracusa, Marco Savi
2024 C conf
Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts.
WETICE
Fabio Sartori, Marco Savi, Gaia Tarrini, Jacopo Talpini
2024 J jnl
Unleashing Dynamic Pipeline Reconfiguration of P4 Switches for Efficient Network Monitoring.
IEEE Trans. Netw. Serv. Manag.
Amir Al Sadi, Marco Savi, Andrea Melis, Marco Prandini, Franco Callegati
2023 — conf
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks.
ICAART (3)
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 J jnl
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks.
CoRR
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 J jnl
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification.
CoRR
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 J jnl
Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection.
CoRR
Roberto Doriguzzi Corin, Luis Augusto Dias Knob, Luca Mendozzi, Domenico Siracusa, Marco Savi
2023 J jnl
Locality-aware deployment of application microservices for multi-domain fog computing.
Comput. Commun.
Francescomaria Faticanti, Marco Savi, Francesco De Pellegrini, Domenico Siracusa
2023 J jnl
Performance characterization and profiling of chained CPU-bound Virtual Network Functions.
Comput. Networks
Sebastian Troia, Marco Savi, Giulia Nava, Ligia Maria Moreira Zorello, Thomas Schneider, Guido Maier
2023 Misc conf
Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks.
ICIN
Amir Al Sadi, Marco Savi, Davide Berardi, Andrea Melis, Marco Prandini, Franco Callegati
2023 — conf
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks.
ICC
Nicola Di Cicco, Jacopo Talpini, Memedhe Ibrahimi, Marco Savi, Massimo Tornatore
2022 B conf
Design and Development of Network Monitoring Strategies in P4-enabled Programmable Switches.
NOMS
Damu Ding, Marco Savi, Federico Pederzolli, Domenico Siracusa
2022 — conf
Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project.
MTSR
Fabio Sartori, Klaus Shala, Andrea Moglia, Jacopo Talpini, Marco Savi
2022 — conf
Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks.
MedComNet
Laura Galluccio, Christian Grasso, Guido Maier, Raoul Raftopoulos, Marco Savi, Giovanni Schembra, Sebastian Troia
2022 J jnl
Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN.
IEEE Trans. Netw. Serv. Manag.
Sebastian Troia, Marco Mazzara, Marco Savi, Ligia Maria Moreira Zorello, Guido Maier
2022 — conf
Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis.
PerCom Workshops
Marco Savi, Alessandro Banfi, Alessandro Tundo, Michele Ciavotta
2022 J jnl
Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4.
IEEE Trans. Dependable Secur. Comput.
Damu Ding, Marco Savi, Domenico Siracusa
2021 J jnl
A Hybrid SDN Switch Based on Standard P4 Code.
IEEE Commun. Lett.
Joaquin Alvarez-Horcajo, Isaías Martinez-Yelmo, Diego Lopez-Pajares, Juan A. Carral, Marco Savi
2021 J jnl
A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication.
Sensors
Riccardo Berto, Paolo Napoletano, Marco Savi
2021 J jnl
Challenges and Solutions for hybrid SDN.
Comput. Networks
Elisa Rojas, Rashid Amin, Carmen Guerrero, Marco Savi, Adib Rastegarnia
2021 — conf
DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing.
CloudNet
Michele Ciavotta, Davide Motterlini, Marco Savi, Alessandro Tundo
2021 B conf
INVEST: Flow-based Traffic Volume Estimation in Data-plane Programmable Networks.
Networking
Damu Ding, Marco Savi, Federico Pederzolli, Domenico Siracusa
2021 J jnl
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions.
IEEE Trans. Cloud Comput.
Marco Savi, Massimo Tornatore, Giacomo Verticale
2021 J jnl
In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches.
CoRR
Damu Ding, Marco Savi, Federico Pederzolli, Mauro Campanella, Domenico Siracusa
2021 J jnl
In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches.
IEEE Trans. Netw. Serv. Manag.
Damu Ding, Marco Savi, Federico Pederzolli, Mauro Campanella, Domenico Siracusa
2021 J jnl
Short-Term Energy Consumption Forecasting at the Edge: A Federated Learning Approach.
IEEE Access
Marco Savi, Fabrizio Olivadese
2021 J jnl
Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4.
CoRR
Damu Ding, Marco Savi, Domenico Siracusa
2020 Misc conf
A Blockchain-based Brokerage Platform for Fog Computing Resource Federation.
ICIN
Marco Savi, Daniele Santoro, Katarzyna Di Meo, Daniele Pizzolli, Miguel Pincheira, Raffaele Giaffreda, Silvio Cretti, Seung Woo Kum, Domenico Siracusa
2020 J jnl
An Incrementally-Deployable P4-Enabled Architecture for Network-Wide Heavy-Hitter Detection.
IEEE Trans. Netw. Serv. Manag.
Damu Ding, Marco Savi, Gianni Antichi, Domenico Siracusa
2020 J jnl
An automated negotiation framework for application-aware transport network services.
Opt. Switch. Netw.
Antonio Marsico, Marco Savi, Domenico Siracusa, Elio Salvadori
2020 — conf
Deployment of Application Microservices in Multi-Domain Federated Fog Environments.
COINS
Francescomaria Faticanti, Marco Savi, Francesco De Pellegrini, Petar Kochovski, Vlado Stankovski, Domenico Siracusa
2020 J jnl
Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions.
IEEE Trans. Netw. Serv. Manag.
Roberto Doriguzzi Corin, Sandra Scott-Hayward, Domenico Siracusa, Marco Savi, Elio Salvadori
2020 B conf
Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4.
NOMS
Damu Ding, Marco Savi, Domenico Siracusa
2020 J jnl
HDDP: Hybrid Domain Discovery Protocol for Heterogeneous Devices in SDN.
IEEE Commun. Lett.
Joaquin Alvarez-Horcajo, Elisa Rojas, Isaías Martinez-Yelmo, Marco Savi, Diego Lopez-Pajares
2020 J jnl
Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks.
Opt. Switch. Netw.
Ali Hmaity, Marco Savi, Leila Askari, Francesco Musumeci, Massimo Tornatore, Achille Pattavina
2020 B conf
Rethinking the Design of Wearable Expert Systems: The Role of Network Infrastructures.
WiMob
Marco Savi, Fabio Sartori, Riccardo Melen
2020 J jnl
Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing.
J. Grid Comput.
Petar Kochovski, Vlado Stankovski, Sandi Gec, Francescomaria Faticanti, Marco Savi, Domenico Siracusa, Seung Woo Kum
2020 — conf
The Role of Data Storage in the Design of Wearable Expert Systems.
MTSR
Fabio Sartori, Marco Savi, Riccardo Melen
2019 J jnl
Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions.
CoRR
Roberto Doriguzzi Corin, Sandra Scott-Hayward, Domenico Siracusa, Marco Savi, Elio Salvadori
2019 B conf
Incremental Deployment of Programmable Switches for Network-wide Heavy-hitter Detection.
NetSoft
Damu Ding, Marco Savi, Gianni Antichi, Domenico Siracusa
2019 — conf
Optimization of Secure Quantum Key Distribution Backbones in Core Transport Networks.
OFC
Federico Pederzolli, Marco Savi, Domenico Siracusa, Elio Salvadori
2018 — conf
An Automated Service-downgrade Negotiation Scheme for Application-centric Networks.
OFC
Antonio Marsico, Marco Savi, Domenico Siracusa, Elio Salvadori
2018 — conf
Application Aware Multilayer Control and Optimization of Elastic WDM Switched Optical Networks.
OFC
Ioannis Tomkos, Ciril Rozic, Marco Savi, Pontus Sköldström, Víctor López, Mohit Chamania, Domenico Siracusa, Chris Matrakidis, Dimitrios Klonidis, Ori Gerstel
2018 J jnl
Application-aware service provisioning and restoration in SDN-based multi-layer transport networks.
Opt. Switch. Netw.
Marco Savi, Domenico Siracusa
2017 — conf
A framework for dynamic multi-layer resource allocation and optimization in application-centric networking.
OFC
Ciril Rozic, Marco Savi, Chris Matrakidis, Dimitrios Klonidis, Domenico Siracusa, Ioannis Tomkos
2017 — conf
An application-aware multi-layer service provisioning algorithm based on auxiliary graphs.
OFC
Marco Savi, Federico Pederzolli, Domenico Siracusa
2017 B conf
An interactive intent-based negotiation scheme for application-centric networks.
NetSoft
Antonio Marsico, Michele Santuari, Marco Savi, Domenico Siracusa, Abdul Ghafoor, Stéphane Junique, Pontus Sköldström
2017 — conf
Application-Centric Dynamic Multi-layer Resource Allocation in Availability-aware SDN-Orchestrated Networks.
ECOC
Ciril Rozic, Marco Savi, Chris Matrakidis, Dimitrios Klonidis, Domenico Siracusa, Ioannis Tomkos
2017 — conf
Benefits of multi-layer application-aware resource allocation and optimization.
EuCNC
Marco Savi, Ciril Rozic, Chris Matrakidis, Dimitrios Klonidis, Domenico Siracusa, Ioannis Tomkos
2017 J jnl
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions.
CoRR
Marco Savi, Massimo Tornatore, Giacomo Verticale
2017 J jnl
Protection strategies for virtual network functions placement and service chains provisioning.
Networks
Ali Hmaity, Marco Savi, Francesco Musumeci, Massimo Tornatore, Achille Pattavina
2016 Misc conf
Network requirements for latency-critical services in a full cloud deployment.
SoftCOM
Stefan Höst, William Tärneberg, Per Ödling, Maria Kihl, Marco Savi, Massimo Tornatore
2016 — —
Overcoming performance, cost and energy issues in Fixed and Mobile Convergent networks.
Marco Savi
2016 — conf
To distribute or not to distribute? Impact of latency on Virtual Network Function distribution at the edge of FMC networks.
ICTON
Marco Savi, Ali Hmaity, Giacomo Verticale, Stefan Höst, Massimo Tornatore
2016 — conf
Virtual Network Function placement for resilient Service Chain provisioning.
RNDM
Ali Hmaity, Marco Savi, Francesco Musumeci, Massimo Tornatore, Achille Pattavina
2015 — conf
Energy-efficient caching for Video-on-Demand in Fixed-Mobile Convergent networks.
OnlineGreenComm
Marco Savi, Omran Ayoub, Francesco Musumeci, Zhe Li, Giacomo Verticale, Massimo Tornatore
2015 J jnl
Evaluation of the Precision-Privacy Tradeoff of Data Perturbation for Smart Metering.
IEEE Trans. Smart Grid
Marco Savi, Cristina Rottondi, Giacomo Verticale
2015 C conf
ICN based shared caching in future converged fixed and mobile network.
HPSR
Zhe Li, Jean-Charles Point, Selami Çiftçi, Onur Eker, Giulia Mauri, Marco Savi, Giacomo Verticale
2015 — conf
Impact of processing costs on service chain placement in network functions virtualization.
NFV-SDN
Marco Savi, Massimo Tornatore, Giacomo Verticale
2015 J jnl
Mitigation of peer-to-peer overlay attacks in the automatic metering infrastructure of smart grids.
Secur. Commun. Networks
Cristina Rottondi, Marco Savi, Giacomo Verticale, Christoph Krauß
2015 J jnl
Performance evaluation of video server replication in metro/access networks.
Comput. Networks
Marco Savi, Roberto Fratini, Giacomo Verticale, Massimo Tornatore
2014 — conf
Energy-efficient VoD content delivery and replication in integrated metro/access networks.
LATINCOM
Marco Savi, Giacomo Verticale, Massimo Tornatore, Achille Pattavina
2014 — conf
Using replicated video servers for VoD traffic offloading in integrated metro/access networks.
ICC
Roberto Fratini, Marco Savi, Giacomo Verticale, Massimo Tornatore
2013 B conf
A decisional attack to privacy-friendly data aggregation in Smart Grids.
GLOBECOM
Cristina Rottondi, Marco Savi, Daniele Polenghi, Giacomo Verticale, Christoph Krauss