Website
Google Scholar
ORCID
Linkedin
GitHub

Marco Savi

Associate Professor (Director)

DISCo (Department of Informatics, Systems and Communication)
University of Milano-Bicocca
Viale Sarca 336, Building U14, 20126 Milan, Italy
Room 2034, tel: +390264487842
e-mail: marco.savi@unimib.it

Marco Savi is an Associate Professor at University of Milano-Bicocca (Milano, Italy). He received his BSc (2010) and MSc (2012, summa cum laude) in Telecommunications Engineering (Networking area) both from Politecnico di Milano (Milano, Italy). My master thesis investigated users’ privacy concerns in a Smart Grid scenario. In June 2016 he pursued a PhD degree in Information Technology at Politecnico di Milano. During his PhD studies I worked on Content Delivery and on the emerging Network Function Virtualization (NFV) paradigm. From March 2016 to March 2020 he worked with Fondazione Bruno Kessler (Trento, Italy) initially as Postdoc Researcher, being promoted to Expert Researcher in 2018. He was involved on several research topics including Fog Computing, Network Monitoring, SDN Multi-layer Networks and NFV. In April 2020 he joined the Department of Informatics, Systems and Communication (DISCo) of University of Milano-Bicocca as Non-Tenured Assistant Professor (RTD-A), becoming Tenure-Track Assistant Professor (RTD-B) in October 2022 and Associate Professor in October 2025. He is currently working on various topics related to computer networking, including Decentralized Function-as-a-Service at the Edge, Programmable Data Planes for Network Monitoring and Machine Learning applied to Network Security. He have published more than 70 peer-reviewed papers in reputed international journals and conferences. 

Publications

9999 Autonomic GNN-Based Shortest-Path Routing in LEO Networks via Imitation and Transfer Learning Filippini, F., Villa, F., Ciavotta, M., Savi, M. (In corso di stampa). Autonomic GNN-Based Shortest-Path Routing in LEO Networks via Imitation and Transfer Learning. In 2026 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) (pp.79-89) [10.1109/ACSOS69738.2026.00024].2027 A Federated Calibration Framework for ML-Based Intrusion Detection Systems Talpini, J., Civiero, N., Sartori, F., Savi, M. (2027). A Federated Calibration Framework for ML-Based Intrusion Detection Systems. In Agents and Artificial Intelligence 17th International Conference, ICAART 2025, Porto, Portugal, February 23–25, 2025, Revised Selected Papers, Part III (pp.524-541). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-032-25035-3_25].2026 SHIELDED: A Network-Aware Approach for Secure and Trustworthy Federated Learning Talpini, J., Gennaro, M., Carminati, M., Savi, M., Malandrino, F. (2026). SHIELDED: A Network-Aware Approach for Secure and Trustworthy Federated Learning. IEEE NETWORK, 40(5), 162-168 [10.1109/MNET.2025.3622755].2026 Performance modeling in FaaS workloads at the edge using machine learning Filippini, F., Savi, M., Ciavotta, M. (2026). Performance modeling in FaaS workloads at the edge using machine learning. CLUSTER COMPUTING, 29(7) [10.1007/s10586-026-06233-3].2026 Membrane computing for the identification of network traffic anomalies in communication networks Campanella, S., Ermini, I., Savi, M., Zandron, C. (2026). Membrane computing for the identification of network traffic anomalies in communication networks. INTEGRATED COMPUTER-AIDED ENGINEERING [10.1177/10692509261478419].2026 Detecting Zero-Day Attacks via Reconstruction of Feature Influence and Model Uncertainty Fawaz, H., Talpini, J., Savi, M., Giordano, S., Ayoub, O. (2026). Detecting Zero-Day Attacks via Reconstruction of Feature Influence and Model Uncertainty. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 23, 8003-8017 [10.1109/tnsm.2026.3731401].2025 Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts Sartori, F., Savi, M., Tarrini, G., Talpini, J. (2025). Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts. In 2024 32nd International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE) (pp.92-97). IEEE Computer Society [10.1109/wetice64632.2024.00025].2025 ML-Based Performance Modeling in Edge FaaS Systems Filippini, F., Cavenaghi, L., Calmi, N., Savi, M., Ciavotta, M. (2025). ML-Based Performance Modeling in Edge FaaS Systems. In Service-Oriented and Cloud Computing 11th IFIP WG 6.12 European Conference, ESOCC 2025, Bolzano, Italy, February 20–21, 2025, Proceedings (pp.112-127). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-84617-5_10].2025 A Federated Approach to Enhance Calibration of Distributed ML-Based Intrusion Detection Systems Talpini, J., Civiero, N., Sartori, F., Savi, M. (2025). A Federated Approach to Enhance Calibration of Distributed ML-Based Intrusion Detection Systems. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence - (Volume 2) (pp.840-848). Science and Technology Publications, Lda [10.5220/0013376600003890].2025 Decentralized Edge Workload Forecasting With Gossip Learning Tundo, A., Filippini, F., Regonesi, F., Ciavotta, M., Savi, M. (2025). Decentralized Edge Workload Forecasting With Gossip Learning. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 22(4), 3016-3031 [10.1109/TNSM.2025.3570450].2025 Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems Petriglia, E., Filippini, F., Ciavotta, M., Savi, M. (2025). Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems. In 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (pp.1128-1131). IEEE [10.1109/IPDPSW66978.2025.00176].2025 Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum Carrascal, D., Díaz-Fuentes, J., Manso, N., Lopez-Pajares, D., Rojas, E., Savi, M., et al. (2025). Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum. APPLIED SCIENCES, 15(19) [10.3390/app151910829].2025 In-Kernel Traffic Sketching for Volumetric DDoS Detection Zang, M., De Iaco, F., Wu, J., Savi, M. (2025). In-Kernel Traffic Sketching for Volumetric DDoS Detection. In ICC 2025 - IEEE International Conference on Communications (pp.2180-2185). IEEE [10.1109/ICC52391.2025.11161251].2025 FedBEns: One-Shot Federated Learning based on Bayesian Ensemble Talpini, J., Savi, M., Neglia, G. (2025). FedBEns: One-Shot Federated Learning based on Bayesian Ensemble. In 42nd International Conference on Machine Learning, ICML 2025 (pp.58448-58466). ML Research Press.2024 Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection Doriguzzi-Corin, R., Knob, L., Mendozzi, L., Siracusa, D., Savi, M. (2024). Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection. COMPUTER NETWORKS, 239(February 2024), 1-14 [10.1016/j.comnet.2023.110162].2024 Unleashing Dynamic Pipeline Reconfiguration of P4 Switches for Efficient Network Monitoring Sadi, A., Savi, M., Melis, A., Prandini, M., Callegati, F. (2024). Unleashing Dynamic Pipeline Reconfiguration of P4 Switches for Efficient Network Monitoring. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 21(3), 3482-3497 [10.1109/TNSM.2024.3377538].2024 Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems Petriglia, E., Filippini, F., Pracucci, G., Savi, M., Ciavotta, M. (2024). Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems. In SEATED '24: Proceedings of the 1st Workshop on Serverless at the Edge (pp.17-24). ACM [10.1145/3660319.3660331].2024 Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework Filippini, F., Calmi, N., Cavenaghi, L., Petriglia, E., Savi, M., Ciavotta, M. (2024). Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework. In SEATED 2024 - Proceedings of the 2024 Workshop on Serverless at the Edge, Part of: HPDC 2024 - 33rd International Symposium on High-Performance Parallel and Distributed Computing (pp.1-8). ACM [10.1145/3660319.3660329].2024 Hierarchical Multiclass Continual Learning for Network Intrusion Detection Talpini, J., Sartori, F., Savi, M. (2024). Hierarchical Multiclass Continual Learning for Network Intrusion Detection. In 2024 IEEE 10th International Conference on Network Softwarization (NetSoft) (pp.263-267). IEEE [10.1109/NetSoft60951.2024.10588909].2024 Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification Talpini, J., Sartori, F., Savi, M. (2024). Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification. JOURNAL OF RELIABLE INTELLIGENT ENVIRONMENTS, 10(4), 501-520 [10.1007/s40860-024-00238-8].2024 Edge network softwarization and intelligence: Challenges and opportunities Troia, S., Savi, M., Grasso, C., Slyne, F., Ruan, L., Seufert, M. (2024). Edge network softwarization and intelligence: Challenges and opportunities. COMPUTER NETWORKS, 255(December 2024) [10.1016/j.comnet.2024.110910].2023 Locality-aware Deployment of Application Microservices for Multi-domain Fog Computing Faticanti, F., Savi, M., De Pellegrini, F., Siracusa, D. (2023). Locality-aware Deployment of Application Microservices for Multi-domain Fog Computing. COMPUTER COMMUNICATIONS, 203(1 April 2023), 180-191 [10.1016/j.comcom.2023.02.012].2023 Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks AL SADI, A., Savi, M., Berardi, D., Melis, A., Prandini, M., Callegati, F. (2023). Real-time Pipeline Reconfiguration of P4 Programmable Switches to Efficiently Detect and Mitigate DDoS Attacks. In Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, ICIN 2023 (pp.21-23). IEEE [10.1109/ICIN56760.2023.10073501].2023 Performance Characterization and Profiling of Chained CPU-bound Virtual Network Functions Troia, S., Savi, M., Nava, G., Zorello, L., Schneider, T., Maier, G. (2023). Performance Characterization and Profiling of Chained CPU-bound Virtual Network Functions. COMPUTER NETWORKS, 231(July 2023), 1-15 [10.1016/j.comnet.2023.109815].2023 A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks Talpini, J., Sartori, F., Savi, M. (2023). A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks. In Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 3 (pp.152-160). Science and Technology Publications, Lda [10.5220/0011627500003393].2023 Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project Sartori, F., Shala, K., Moglia, A., Talpini, J., Savi, M. (2023). Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project. In Metadata and Semantic Research 16th Research Conference, MTSR 2022, London, UK, November 7–11, 2022, Revised Selected Papers (pp.3-13). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-39141-5_1].2023 Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks Di Cicco, N., Talpini, J., Ibrahimi, M., Savi, M., Tornatore, M. (2023). Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks. In Proceedings of IEEE International Conference on Communications 2023 (IEEE ICC 2023) (pp.441-446). IEEE [10.1109/ICC45041.2023.10278767].2022 Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4 Ding, D., Savi, M., Siracusa, D. (2022). Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4. IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 19(6), 4019-4031 [10.1109/TDSC.2021.3116345].2022 Tailoring mHealth Apps on Users to Support Behavior Change Interventions: Conceptual and Computational Considerations Sartori, F., Savi, M., Talpini, J. (2022). Tailoring mHealth Apps on Users to Support Behavior Change Interventions: Conceptual and Computational Considerations. APPLIED SCIENCES, 12(8) [10.3390/app12083782].2022 Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis Savi, M., Banfi, A., Tundo, A., Ciavotta, M. (2022). Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis. In IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops 2022) (pp.680-685). IEEE [10.1109/PerComWorkshops53856.2022.9767495].2022 Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN Troia, S., Mazzara, M., Savi, M., Zorello, L., Maier, G. (2022). Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 19(3), 2652-2663 [10.1109/TNSM.2022.3191943].2022 Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks Galluccio, L., Grasso, C., Maier, G., Raftopoulos, R., Savi, M., Schembra, G., et al. (2022). Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks. In 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022 (pp.200-207). IEEE [10.1109/MedComNet55087.2022.9810398].2022 Design and Development of Network Monitoring Strategies in P4-enabled Programmable Switches Ding, D., Savi, M., Pederzolli, F., Siracusa, D. (2022). Design and Development of Network Monitoring Strategies in P4-enabled Programmable Switches. In Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022. Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence (pp.1-6). IEEE [10.1109/NOMS54207.2022.9789848].2021 Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions Savi, M., Tornatore, M., Verticale, G. (2021). Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions. IEEE TRANSACTIONS ON CLOUD COMPUTING, 9(4 (Oct.-Dec. 1 2021)), 1479-1492 [10.1109/TCC.2019.2914387].2021 A Hybrid SDN Switch based on Standard P4 Code Alvarez-Horcajo, J., Martinez-Yelmo, I., Lopez-Pajares, D., Carral, J., Savi, M. (2021). A Hybrid SDN Switch based on Standard P4 Code. IEEE COMMUNICATIONS LETTERS, 25(5), 1482-1485 [10.1109/LCOMM.2021.3049570].2021 The Role of Data Storage in the Design of Wearable Expert Systems Sartori, F., Savi, M., Melen, R. (2021). The Role of Data Storage in the Design of Wearable Expert Systems. In Metadata and Semantic Research (pp.397-402). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-030-71903-6_36].2021 Challenges and Solutions for hybrid SDN Rojas, E., Amin, R., Guerrero, C., Savi, M., Rastegarnia, A. (2021). Challenges and Solutions for hybrid SDN. COMPUTER NETWORKS, 195, 1-5 [10.1016/j.comnet.2021.108198].2021 A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication Berto, R., Napoletano, P., Savi, M. (2021). A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication. SENSORS, 21(13), 1-12 [10.3390/s21134314].2021 In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches Ding, D., Savi, M., Pederzolli, F., Campanella, M., Siracusa, D. (2021). In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 18(2), 1191-1202 [10.1109/TNSM.2021.3073597].2021 INVEST: Flow-based Traffic Volume Estimation in Data-plane Programmable Networks Ding, D., Savi, M., Pederzolli, F., Siracusa, D. (2021). INVEST: Flow-based Traffic Volume Estimation in Data-plane Programmable Networks. In IFIP Networking Conference (pp.1-9). IEEE [10.23919/IFIPNetworking52078.2021.9472826].2021 Short-Term Energy Consumption Forecasting at the Edge: A Federated Learning Approach Savi, M., Olivadese, F. (2021). Short-Term Energy Consumption Forecasting at the Edge: A Federated Learning Approach. IEEE ACCESS, 9, 95949-95969 [10.1109/ACCESS.2021.3094089].2021 DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing Ciavotta, M., Motterlini, D., Savi, M., Tundo, A. (2021). DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing. In 2021 IEEE 10th International Conference on Cloud Networking, CloudNet 2021 (pp.1-4). IEEE [10.1109/CloudNet53349.2021.9657141].2020 A Blockchain-based Brokerage Platform for Fog Computing Resource Federation Savi, M., Santoro, D., di Meo, K., Pizzolli, D., Pincheira, M., Giaffreda, R., et al. (2020). A Blockchain-based Brokerage Platform for Fog Computing Resource Federation. In Conference on Innovation in Clouds, Internet and Networks (ICIN) (pp.147-149). Institute of Electrical and Electronics Engineers Inc. [10.1109/ICIN48450.2020.9059337].2020 Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks Hmaity, A., Savi, M., Askari, L., Musumeci, F., Tornatore, M., Pattavina, A. (2020). Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks. OPTICAL SWITCHING AND NETWORKING, 35, 1-12 [10.1016/j.osn.2019.100536].2020 Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions Doriguzzi-Corin, R., Scott-Hayward, S., Siracusa, D., Savi, M., Salvadori, E. (2020). Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 17(1), 294-307 [10.1109/TNSM.2019.2941128].2020 Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4 Ding, D., Savi, M., Siracusa, D. (2020). Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4. In IEEE/IFIP Network Operations and Management Symposium (NOMS) (pp.1-9). Institute of Electrical and Electronics Engineers Inc. [10.1109/NOMS47738.2020.9110257].2020 An Incrementally-Deployable P4-Enabled Architecture for Network-Wide Heavy-Hitter Detection Ding, D., Savi, M., Antichi, G., Siracusa, D. (2020). An Incrementally-Deployable P4-Enabled Architecture for Network-Wide Heavy-Hitter Detection. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 17(1), 75-88 [10.1109/TNSM.2020.2968979].2020 HDDP: Hybrid Domain Discovery Protocol for heterogeneous devices in SDN Alvarez-Horcajo, J., Rojas, E., Martinez-Yelmo, I., Savi, M., Lopez-Pajares, D. (2020). HDDP: Hybrid Domain Discovery Protocol for heterogeneous devices in SDN. IEEE COMMUNICATIONS LETTERS, 24(8), 1655-1659 [10.1109/LCOMM.2020.2991347].2020 An automated negotiation framework for application-aware transport network services Marsico, A., Savi, M., Siracusa, D., Salvadori, E. (2020). An automated negotiation framework for application-aware transport network services. OPTICAL SWITCHING AND NETWORKING, 38, 1-13 [10.1016/j.osn.2020.100571].2020 Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing Kochovski, P., Stankovski, V., Gec, S., Faticanti, F., Savi, M., Siracusa, D., et al. (2020). Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing. JOURNAL OF GRID COMPUTING, 18(4), 673-690 [10.1007/s10723-020-09534-y].2020 Deployment of Application Microservices in Multi-Domain Federated Fog Environments Faticanti, F., Savi, M., De Pellegrini, F., Kochovski, P., Stankovski, V., Siracusa, D. (2020). Deployment of Application Microservices in Multi-Domain Federated Fog Environments. In Proceedings of IEEE International Conference on Omni-layer Intelligent Systems (COINS) (pp.36-41). IEEE [10.1109/COINS49042.2020.9191379].2020 Rethinking the design of wearable expert systems: The role of network infrastructures Savi, M., Sartori, F., Melen, R. (2020). Rethinking the design of wearable expert systems: The role of network infrastructures. In 2020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (pp.392-395). IEEE [10.1109/WiMob50308.2020.9253419].2019 Estimation of Logarithmic and Exponential Functions Entirely in P4-programmable Data Planes Ding, D., Savi, M., Siracusa, D. (2019). Estimation of Logarithmic and Exponential Functions Entirely in P4-programmable Data Planes. In P4 Workshop in Europe (pp.1-1).2019 How NRENs Can Benefit From P4 Campanella, M., Benacek, P., Golub, I., Jeannin, X., Parniewicz, D., Savi, M., et al. (2019). How NRENs Can Benefit From P4. In P4 Workshop in Europe (EUROP4) (pp.1-1).2019 Optimization of Secure Quantum Key Distribution Backbones in Core Transport Networks Pederzolli, F., Savi, M., Siracusa, D., Salvadori, E. (2019). Optimization of Secure Quantum Key Distribution Backbones in Core Transport Networks. In 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings (pp.1-3). Institute of Electrical and Electronics Engineers Inc. [10.1364/ofc.2019.th1g.3].2019 Incremental Deployment of Programmable Switches for Network-wide Heavy-hitter Detection Ding, D., Savi, M., Antichi, G., Siracusa, D. (2019). Incremental Deployment of Programmable Switches for Network-wide Heavy-hitter Detection. In IEEE Conference on Network Softwarization (NetSoft) (pp.160-168). Institute of Electrical and Electronics Engineers Inc. [10.1109/NETSOFT.2019.8806649].2018 An automated service-downgrade negotiation scheme for application-centric networks Marsico, A., Savi, M., Siracusa, D., Salvadori, E. (2018). An automated service-downgrade negotiation scheme for application-centric networks. In Proceedings of Optical Fiber Communication Conference 2018 (pp.1-3). Institute of Electrical and Electronics Engineers Inc. [10.1364/OFC.2018.Th1D.3].2018 A Dynamic Multi-Layer Resource Allocation and Optimization Framework in Application-Centric Networks Rozic, C., Savi, M., Matrakidis, C., Klonidis, D., Siracusa, D. (2018). A Dynamic Multi-Layer Resource Allocation and Optimization Framework in Application-Centric Networks. JOURNAL OF LIGHTWAVE TECHNOLOGY, 36(20), 4908-4914 [10.1109/JLT.2018.2863564].2018 Application-aware service provisioning and restoration in SDN-based multi-layer transport networks Savi, M., Siracusa, D. (2018). Application-aware service provisioning and restoration in SDN-based multi-layer transport networks. OPTICAL SWITCHING AND NETWORKING, 30, 71-84 [10.1016/j.osn.2018.06.005].2018 Application aware multilayer control and optimization of elastic WDM switched optical networks Tomkos, I., Rozic, C., Savi, M., Skoldstrom, P., Lopez, V., Chamania, M., et al. (2018). Application aware multilayer control and optimization of elastic WDM switched optical networks. In Optical Fiber Communication Conference (OFC) (pp.1-3). Institute of Electrical and Electronics Engineers Inc. [10.1364/OFC.2018.Th1D.4].2017 An application-aware multi-layer service provisioning algorithm based on auxiliary graphs Savi, M., Pederzolli, F., Siracusa, D. (2017). An application-aware multi-layer service provisioning algorithm based on auxiliary graphs. In Optical Fiber Communication Conference (OFC) (pp.1-3). Institute of Electrical and Electronics Engineers Inc. [10.1364/OFC.2017.W3I.2].2017 Application-Centric Dynamic Multi-layer Resource Allocation in Availability-aware SDN-Orchestrated Networks Rozic, C., Savi, M., Matrakidis, C., Klonidis, D., Siracusa, D., Tomkos, I. (2017). Application-Centric Dynamic Multi-layer Resource Allocation in Availability-aware SDN-Orchestrated Networks. In European Conference on Optical Communication (ECOC) (pp.1-3). Institute of Electrical and Electronics Engineers Inc. [10.1109/ECOC.2017.8345992].2017 An interactive intent-based negotiation scheme for application-centric networks Marsico, A., Santuari, M., Savi, M., Siracusa, D., Ghafoor, A., Junique, S., et al. (2017). An interactive intent-based negotiation scheme for application-centric networks. In IEEE Conference on Network Softwarization (NetSoft) (pp.1-2). Institute of Electrical and Electronics Engineers Inc. [10.1109/NETSOFT.2017.8004251].2017 Protection Strategies for Virtual Network Functions Placement and Service Chains Provisioning Hmaity, A., Savi, M., Musumeci, F., Tornatore, M., Pattavina, A. (2017). Protection Strategies for Virtual Network Functions Placement and Service Chains Provisioning. NETWORKS, 70(4), 373-387 [10.1002/net.21782].2017 A framework for dynamic multi-layer resource allocation and optimization in application-centric networking Rozic, C., Savi, M., Matrakidis, C., Klonidis, D., Siracusa, D., Tomkos, I. (2017). A framework for dynamic multi-layer resource allocation and optimization in application-centric networking. In Optical Fiber Communication Conference (OFC) (pp.1-3). 345 E 47TH ST, NEW YORK, NY 10017 USA : Institute of Electrical and Electronics Engineers Inc. [10.1364/OFC.2017.W3I.4].2017 Benefits of multi-layer application-aware resource allocation and optimization Savi, M., Rozic, C., Matrakidis, C., Klonidis, D., Siracusa, D., Tomkos, I. (2017). Benefits of multi-layer application-aware resource allocation and optimization. In European Conference on Networks and Communications (EuCNC) (pp.1-5). Institute of Electrical and Electronics Engineers Inc. [10.1109/EuCNC.2017.7980661].2016 Network requirements for latency-critical services in a full cloud deployment Host, S., Tarneberg, W., Odling, P., Kihl, M., Savi, M., Tornatore, M. (2016). Network requirements for latency-critical services in a full cloud deployment. In 2016 24th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2016 (pp.336-340). Institute of Electrical and Electronics Engineers Inc. [10.1109/SOFTCOM.2016.7772160].2016 Virtual Network Function Placement for Resilient Service Chain Provisioning Hmaity, A., Savi, M., Musumeci, F., Tornatore, M., Pattavina, A. (2016). Virtual Network Function Placement for Resilient Service Chain Provisioning. In International Workshop on Resilient Networks Design and Modeling (RNDM) (pp.245-252). Institute of Electrical and Electronics Engineers Inc. [10.1109/RNDM.2016.7608294].2016 ICN based shared caching in future converged fixed and mobile network Li, Z., Point, J., Ciftci, S., Eker, O., Mauri, G., Savi, M., et al. (2016). ICN based shared caching in future converged fixed and mobile network. In IEEE International Conference on High Performance Switching and Routing (HPSR) (pp.1-6). IEEE Computer Society [10.1109/HPSR.2015.7483115].2016 Energy-efficient caching for Video-on-Demand in Fixed-Mobile Convergent networks Savi, M., Ayoub, O., Musumeci, F., Li, Z., Verticale, G., Tornatore, M. (2016). Energy-efficient caching for Video-on-Demand in Fixed-Mobile Convergent networks. In IEEE Online Conference on Green Communications (Online GreenComm) (pp.17-22). Institute of Electrical and Electronics Engineers Inc. [10.1109/OnlineGreenCom.2015.7387373].2016 Impact of processing costs on service chain placement in network functions virtualization Savi, M., Tornatore, M., Verticale, G. (2016). Impact of processing costs on service chain placement in network functions virtualization. In IEEE Conference on Network Function Virtualization and Software Defined Network (NFV-SDN) (pp.191-197). Institute of Electrical and Electronics Engineers Inc. [10.1109/NFV-SDN.2015.7387426].2016 To distribute or not to distribute? Impact of latency on Virtual Network Function distribution at the edge of FMC networks Savi, M., Hmaity, A., Verticale, G., Höst, S., Tornatore, M. (2016). To distribute or not to distribute? Impact of latency on Virtual Network Function distribution at the edge of FMC networks. In International Conference on Transparent Optical Networks (ICTON) (pp.1-4). IEEE Computer Society [10.1109/ICTON.2016.7550576].2015 Shared Cache as a Service in Future Converged Fixed and Mobile Network Li, Z., Liu, Y., Point, J., Ciftci, S., Eker, O., Savi, M., et al. (2015). Shared Cache as a Service in Future Converged Fixed and Mobile Network. In Proceedings of European Conference on Networks and Communications (EuCNC 2015) (pp.756-758).2015 An energy-efficient strategy for VoD content replication in integrated metro/access networks Savi, M., Verticale, G., Tornatore, M., Pattavina, A. (2015). An energy-efficient strategy for VoD content replication in integrated metro/access networks. REVISTA IEEE AMÉRICA LATINA, 13(11), 3627-3633 [10.1109/TLA.2015.7387941].2015 Performance Evaluation of Video Server Replication in Metro/Access Networks Savi, M., Fratini, R., Verticale, G., Tornatore, M. (2015). Performance Evaluation of Video Server Replication in Metro/Access Networks. COMPUTER NETWORKS, 93(Part 1), 96-110 [10.1016/j.comnet.2015.10.009].2015 Mitigation of Peer-to-Peer Overlay Attacks in the Automatic Metering Infrastructure of Smart Grids Rottondi, C., Savi, M., Verticale, G., Krauss, C. (2015). Mitigation of Peer-to-Peer Overlay Attacks in the Automatic Metering Infrastructure of Smart Grids. SECURITY AND COMMUNICATION NETWORKS, 8(3), 343-359 [10.1002/sec.983].2015 Evaluation of the Precision-Privacy Tradeoff of Data Perturbation for Smart Metering Savi, M., Rottondi, C., Verticale, G. (2015). Evaluation of the Precision-Privacy Tradeoff of Data Perturbation for Smart Metering. IEEE TRANSACTIONS ON SMART GRID, 6(5), 2409-2416 [10.1109/TSG.2014.2387848].2014 Using Replicated Video Servers for VoD Traffic Offloading in Integrated Metro/access Networks Fratini, R., Savi, M., Verticale, G., Tornatore, M. (2014). Using Replicated Video Servers for VoD Traffic Offloading in Integrated Metro/access Networks. In IEEE International Conference on Communications (ICC) (pp.3438-3443). IEEE Computer Society [10.1109/ICC.2014.6883853].2014 Energy-Efficient VoD Content Delivery and Replication in Integrated Metro/access Networks Savi, M., Tornatore, M., Verticale, G., Pattavina, A. (2014). Energy-Efficient VoD Content Delivery and Replication in Integrated Metro/access Networks. In IEEE Latin-American Conference on Communications (LATINCOM) (pp.1-6). IEEE [10.1109/LATINCOM.2014.7041840].2013 A Decisional Attack to Privacy-friendly Data Aggregation in Smart Grids Rottondi, C., Savi, M., Polenghi, D., Verticale, G., Krauß, C. (2013). A Decisional Attack to Privacy-friendly Data Aggregation in Smart Grids. In Proceedings of Global Communications Conference (GLOBECOM), 2013 IEEE (pp.2616-2621). IEEE [10.1109/GLOCOM.2013.6831469].2012 Implementation of a Protocol for Secure Distributed Aggregation of Smart Metering Data Rottondi, C., Savi, M., Polenghi, D., Verticale, G., Krauß, C. (2012). Implementation of a Protocol for Secure Distributed Aggregation of Smart Metering Data. In International Conference on Smart Grid Technologies, Economics and Policies (SG-TEP) (pp.1-4). IEEE Computer Society [10.1109/SG-TEP.2012.6642383].