Marco Savi

Orcid: 0000-0002-8193-0597

According to our database1, Marco Savi authored at least 58 papers between 2013 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 


Online presence:



Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection.
Comput. Networks, February, 2024

Hierarchical Multiclass Continual Learning for Network Intrusion Detection.
Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

Performance characterization and profiling of chained CPU-bound Virtual Network Functions.
Comput. Networks, July, 2023

Locality-aware deployment of application microservices for multi-domain fog computing.
Comput. Commun., April, 2023

Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification.
CoRR, 2023

Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Communications, 2023

A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023


Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN.
IEEE Trans. Netw. Serv. Manag., 2022

Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4.
IEEE Trans. Dependable Secur. Comput., 2022

Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Design and Development of Network Monitoring Strategies in P4-enabled Programmable Switches.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project.
Proceedings of the Metadata and Semantic Research - 16th Research Conference, 2022

Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks.
Proceedings of the 20th Mediterranean Communication and Computer Networking Conference, 2022

In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches.
IEEE Trans. Netw. Serv. Manag., 2021

Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions.
IEEE Trans. Cloud Comput., 2021

A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication.
Sensors, 2021

A Hybrid SDN Switch Based on Standard P4 Code.
IEEE Commun. Lett., 2021

Challenges and Solutions for hybrid SDN.
Comput. Networks, 2021

Short-Term Energy Consumption Forecasting at the Edge: A Federated Learning Approach.
IEEE Access, 2021

INVEST: Flow-based Traffic Volume Estimation in Data-plane Programmable Networks.
Proceedings of the IFIP Networking Conference, 2021

DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing.
Proceedings of the 10th IEEE International Conference on Cloud Networking, CloudNet 2021, 2021

An Incrementally-Deployable P4-Enabled Architecture for Network-Wide Heavy-Hitter Detection.
IEEE Trans. Netw. Serv. Manag., 2020

Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions.
IEEE Trans. Netw. Serv. Manag., 2020

An automated negotiation framework for application-aware transport network services.
Opt. Switch. Netw., 2020

Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks.
Opt. Switch. Netw., 2020

HDDP: Hybrid Domain Discovery Protocol for Heterogeneous Devices in SDN.
IEEE Commun. Lett., 2020

Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing.
J. Grid Comput., 2020

Rethinking the Design of Wearable Expert Systems: The Role of Network Infrastructures.
Proceedings of the 16th International Conference on Wireless and Mobile Computing, 2020

Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4.
Proceedings of the NOMS 2020, 2020

The Role of Data Storage in the Design of Wearable Expert Systems.
Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020

A Blockchain-based Brokerage Platform for Fog Computing Resource Federation.
Proceedings of the 23rd Conference on Innovation in Clouds, 2020

Deployment of Application Microservices in Multi-Domain Federated Fog Environments.
Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Optimization of Secure Quantum Key Distribution Backbones in Core Transport Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Incremental Deployment of Programmable Switches for Network-wide Heavy-hitter Detection.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Application-aware service provisioning and restoration in SDN-based multi-layer transport networks.
Opt. Switch. Netw., 2018

Application Aware Multilayer Control and Optimization of Elastic WDM Switched Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

An Automated Service-downgrade Negotiation Scheme for Application-centric Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Protection strategies for virtual network functions placement and service chains provisioning.
Networks, 2017

An application-aware multi-layer service provisioning algorithm based on auxiliary graphs.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

A framework for dynamic multi-layer resource allocation and optimization in application-centric networking.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

An interactive intent-based negotiation scheme for application-centric networks.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Benefits of multi-layer application-aware resource allocation and optimization.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Application-Centric Dynamic Multi-layer Resource Allocation in Availability-aware SDN-Orchestrated Networks.
Proceedings of the European Conference on Optical Communication, 2017

Overcoming performance, cost and energy issues in Fixed and Mobile Convergent networks.
PhD thesis, 2016

Network requirements for latency-critical services in a full cloud deployment.
Proceedings of the 24th International Conference on Software, 2016

Virtual Network Function placement for resilient Service Chain provisioning.
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

To distribute or not to distribute? Impact of latency on Virtual Network Function distribution at the edge of FMC networks.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Evaluation of the Precision-Privacy Tradeoff of Data Perturbation for Smart Metering.
IEEE Trans. Smart Grid, 2015

Mitigation of peer-to-peer overlay attacks in the automatic metering infrastructure of smart grids.
Secur. Commun. Networks, 2015

Performance evaluation of video server replication in metro/access networks.
Comput. Networks, 2015

Energy-efficient caching for Video-on-Demand in Fixed-Mobile Convergent networks.
Proceedings of the 2015 IEEE Online Conference on Green Communications, 2015

Impact of processing costs on service chain placement in network functions virtualization.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2015

ICN based shared caching in future converged fixed and mobile network.
Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

Energy-efficient VoD content delivery and replication in integrated metro/access networks.
Proceedings of the IEEE Latin-America Conference on Communications, 2014

Using replicated video servers for VoD traffic offloading in integrated metro/access networks.
Proceedings of the IEEE International Conference on Communications, 2014

A decisional attack to privacy-friendly data aggregation in Smart Grids.
Proceedings of the 2013 IEEE Global Communications Conference, 2013