Marco Gramaglia

Orcid: 0000-0001-9494-1853

According to our database1, Marco Gramaglia authored at least 89 papers between 2010 and 2025.

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Bibliography

2025
Web of shadows: Investigating malware abuse of internet services.
Comput. Secur., 2025

2024
Can I Add a VR Flow? On the Maximum Capacity of 5G to Support 360° Video.
IEEE Commun. Mag., August, 2024

Network Automation and Data Analytics in 3GPP 5G Systems.
IEEE Netw., July, 2024

ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN Systems.
IEEE J. Sel. Areas Commun., February, 2024

ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning.
IEEE Open J. Commun. Soc., 2024

Designing the Network Intelligence Stratum for 6G networks.
Comput. Networks, 2024

CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Network Intelligence in Action: the DAEMON Perspective.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

2023
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions.
IEEE Commun. Mag., November, 2023

Are crowd-sourced CTI datasets ready for supporting anti-cybercrime intelligence?
Comput. Networks, October, 2023

A Deep Dive into the Accuracy of IP Geolocation Databases and its Impact on Online Advertising.
IEEE Trans. Mob. Comput., August, 2023

Balloons in the Sky: Unveiling the Characteristics and Trade-Offs of the Google Loon Service.
IEEE Trans. Mob. Comput., June, 2023

Using CTI Data to Understand Real World Cyberattacks.
Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

Optimizing Predictive Analytics in 5G Networks Through Zero-Trust Operator-Customer Cooperation.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

Orchestration Procedures for the Network Intelligence Stratum in 6G Networks.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022
vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs.
IEEE Trans. Mob. Comput., 2022

Cost assessment of elasticity for a 5G broadband network.
Trans. Emerg. Telecommun. Technol., 2022

A unified service-based capability exposure framework for closed-loop network automation.
Trans. Emerg. Telecommun. Technol., 2022

Design and Validation of an Open Source Cloud Native Mobile Network.
IEEE Commun. Mag., 2022

Forecasting for Network Management with Joint Statistical Modelling and Machine Learning.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

DAEMON: A Network Intelligence Plane for 6G Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach.
Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Requirements and Specifications for the Orchestration of Network Intelligence in 6G.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021
Dataset used in "Balloons in the Sky: Unveiling the Characteristics and Trade-offs of the Google Loon Service".
Dataset, November, 2021

GLOVE: Towards Privacy-Preserving Publishing of Record-Level-Truthful Mobile Phone Trajectories.
Trans. Data Sci., 2021

Nuberu: a reliable DU design suitable for virtualization platforms.
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Nuberu: reliable RAN virtualization in shared platforms.
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Network intelligence in 6G: challenges and opportunities.
Proceedings of the MobiArch@MobiCom 2021: Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture, 2021

2020
A Machine Learning Approach to 5G Infrastructure Market Optimization.
IEEE Trans. Mob. Comput., 2020

AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms.
IEEE Netw., 2020

DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting.
IEEE J. Sel. Areas Commun., 2020

Experimenting with open source tools to deploy a multi-service and multi-slice mobile network.
Comput. Commun., 2020

ACHO: A framework for flexible re-orchestration of virtual network functions.
Comput. Networks, 2020

Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management.
IEEE Commun. Mag., 2020

The case for serverless mobile networking.
Proceedings of the 2020 IFIP Networking Conference, 2020

Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis.
Proceedings of the Mediterranean Communication and Computer Networking Conference, 2020

AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

The Touristic Sector in the 5G Technology Era: The 5G-TOURS Project Approach.
Proceedings of the IEEE Globecom Workshops, 2020

Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

2019
A Flexible Network Architecture for 5G Systems.
Wirel. Commun. Mob. Comput., 2019

Artificial Intelligence for Elastic Management and Orchestration of 5G Networks.
IEEE Wirel. Commun., 2019

Resource Sharing Efficiency in Network Slicing.
IEEE Trans. Netw. Serv. Manag., 2019

A Future-Proof Architecture for Management and Orchestration of Multi-Domain NextGen Networks.
IEEE Access, 2019

Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

$\alpha$-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration.
Proceedings of the IEEE INFOCOM 2019, 2019

DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018
POSENS: A Practical Open Source Solution for End-to-End Network Slicing.
IEEE Wirel. Commun., 2018

CARES: Computation-Aware Scheduling in Virtualized Radio Access Networks.
IEEE Trans. Wirel. Commun., 2018

The path toward a cloud-aware mobile network protocol stack.
Trans. Emerg. Telecommun. Technol., 2018

The path towards resource elasticity for 5G network architecture.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

How Should I Slice My Network?: A Multi-Service Empirical Evaluation of Resource Sharing Efficiency.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Design and Validation of a Multi-service 5G Network with QoE-aware Orchestration.
Proceedings of the 12th International Workshop on Wireless Network Testbeds, 2018

SEMPER: A Stateless Traffic Engineering Solution for WAN Based on MP-TCP.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Enabling Vertical Industries Adoption of 5G Technologies: A Cartography of Evolving Solutions.
Proceedings of the 2018 European Conference on Networks and Communications, 2018

5G-MoNArch Use Case for ETSI ENI: Elastic Resource Management and Orchestration.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

Identifying 5G System Enhancements: Enabling Technologies for Multi-Service Networks.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

2017
Toward the network of the future: From enabling technologies to 5G concepts.
Trans. Emerg. Telecommun. Technol., 2017

k<sup>τ, ε</sup>-anonymity: Towards Privacy-Preserving Publishing of Spatiotemporal Trajectory Data.
CoRR, 2017

Automotive Communications in LTE: A Simulation-Based Performance Study.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Bidirectional highway traffic for network simulation.
Proceedings of the 2017 IEEE Vehicular Networking Conference, 2017

Mobile traffic forecasting for maximizing 5G network slicing resource utilization.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Preserving mobile subscriber privacy in open datasets of spatiotemporal trajectories.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Optimising 5G infrastructure markets: The business of network slicing.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Network slicing with flexible mobility and QoS/QoE support for 5G Networks.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage.
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016
Thwarting Uniqueness in Datasets of Spatiotemporal Trajectories.
ERCIM News, 2016

Mobility and connectivity in highway vehicular networks: A case study in Madrid.
Comput. Commun., 2016

Flexible connectivity and QoE/QoS management for 5G Networks: The 5G NORMA view.
Proceedings of the IEEE International Conference on Communication, 2016

SDN for 5G Mobile Networks: NORMA Perspective.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2016

2015
The Bologna Ringway Dataset: Improving Road Network Conversion in SUMO and Validating Urban Mobility via Navigation Services.
IEEE Trans. Veh. Technol., 2015

On the anonymizability of mobile traffic datasets.
CoRR, 2015

On the level of detail of synthetic highway traffic necessary to vehicular networking studies.
Proceedings of the 2015 IEEE Vehicular Networking Conference, 2015

Temporal connectivity of vehicular networks: The power of store-carry-and-forward.
Proceedings of the 2015 IEEE Vehicular Networking Conference, 2015

Hiding mobile traffic fingerprints with GLOVE.
Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014
ABEONA Monitored Traffic: VANET-Assisted Cooperative Traffic Congestion Forecasting.
IEEE Veh. Technol. Mag., 2014

Measurement-Based Modeling of Interarrivals for the Simulation of Highway Vehicular Networks.
IEEE Commun. Lett., 2014

On the implementation, deployment and evaluation of a networking protocol for VANETs: The VARON case.
Ad Hoc Networks, 2014

Vehicular networks on two Madrid highways.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

2013
Virtual Induction Loops Based on Cooperative Vehicular Communications.
Sensors, 2013

2012
IPv6 address autoconfiguration in geonetworking-enabled VANETs: characterization and evaluation of the ETSI solution.
EURASIP J. Wirel. Commun. Netw., 2012

Off-line incentive mechanism for long-term P2P backup storage.
Comput. Commun., 2012

2011
Overhearing-Assisted Optimization of Address Autoconfiguration in Position-Aware VANETs.
IEEE Trans. Veh. Technol., 2011

Seamless internet 3G and opportunistic WLAN vehicular connectivity.
EURASIP J. Wirel. Commun. Netw., 2011

New insights from the analysis of free flow vehicular traffic in highways.
Proceedings of the 12th IEEE International Symposium on a World of Wireless, 2011

Optimized IPv6 Internet access from vehicles in multi-hop and heterogeneous environments.
Proceedings of the 12th IEEE International Symposium on a World of Wireless, 2011

TREBOL: Tree-Based Routing and Address Autoconfiguration for Vehicle-to-Internet Communications.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

2010
Network-based Localized IP mobility Management: Proxy Mobile IPv6 and Current Trends in Standardization.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2010


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