Marco Gramaglia

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 75

Top Topics

Resource Sharing

Heterogeneous Computing

Vehicular Networks

Top Venues

IEEE Commun. Mag.

Trans. Emerg. Telecommun. Technol.

Publications

Pablo Serrano, Antonio Virdis, Francesco Gringoli, Marco Gramaglia
Can I Add a VR Flow? On the Maximum Capacity of 5G to Support 360° Video. IEEE Commun. Mag. 62 (8) (2024)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos A. Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
Network Intelligence in Action: the DAEMON Perspective. EuCNC/6G Summit (2024)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Gines Garcia-Aviles, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md. Arifur Rahman
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework. EuCNC/6G Summit (2024)
Miguel-Angel Garcia-Martin, Marco Gramaglia, Pablo Serrano
Network Automation and Data Analytics in 3GPP 5G Systems. IEEE Netw. 38 (4) (2024)
Nikolaos Apostolakis, Marco Gramaglia, Livia Elena Chatzieleftheriou, Tejas Subramanya, Albert Banchs, Henning Sanneck
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN Systems. IEEE J. Sel. Areas Commun. 42 (2) (2024)
Leonardo Lo Schiavo, Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing. MobiCom (2024)
Paola Soto, Miguel Camelo, Gines Garcia-Aviles, Esteban Municio, Marco Gramaglia, Evangelos A. Kosmatos, Nina Slamnik-Krijestorac, Danny De Vleeschauwer, Antonio Bazco Nogueras, Lidia Fuentes, Joaquín Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore
Designing the Network Intelligence Stratum for 6G Networks. CoRR (2024)
Mattia Milani, Dario Bega, Marco Gramaglia, Pablo Serrano, Christian Mannweiler
ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning. IEEE Open J. Commun. Soc. 5 (2024)
Mauro Allegretta, Giuseppe Siracusano, Roberto Gonzalez, Marco Gramaglia
Are crowd-sourced CTI datasets ready for supporting anti-cybercrime intelligence? Comput. Networks 234 (2023)
Patricia Callejo, Marco Gramaglia, Rubén Cuevas, Ángel Cuevas
A Deep Dive into the Accuracy of IP Geolocation Databases and its Impact on Online Advertising. IEEE Trans. Mob. Comput. 22 (8) (2023)
Pablo Serrano, Marco Gramaglia, Francesco Mancini, Luca Chiaraviglio, Giuseppe Bianchi
Balloons in the Sky: Unveiling the Characteristics and Trade-Offs of the Google Loon Service. IEEE Trans. Mob. Comput. 22 (6) (2023)
Nikolaos Apostolakis, Livia Elena Chatzieleftheriou, Dario Bega, Marco Gramaglia, Albert Banchs
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions. IEEE Commun. Mag. 61 (11) (2023)
Mattia Milani, Dario Bega, Marco Gramaglia, Christian Mannweiler
Optimizing Predictive Analytics in 5G Networks Through Zero-Trust Operator-Customer Cooperation. NFV-SDN (2023)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos A. Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Gines Garcia-Aviles, Andra Lutu, Gabriele Baldoni, Marco Fiore
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks. EuCNC/6G Summit (2023)
Mauro Allegretta, Giuseppe Siracusano, Roberto Gonzalez, Pelayo Vallina, Marco Gramaglia
Using CTI Data to Understand Real World Cyberattacks. WONS (2023)
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Pérez
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning. WoWMoM (2022)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs. IEEE Trans. Mob. Comput. 21 (7) (2022)
Miguel Camelo, Luca Cominardi, Marco Gramaglia, Marco Fiore, Andres Garcia-Saavedra, Lidia Fuentes, Danny De Vleeschauwer, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Joaquín Ballesteros, Chia-Yu Chang, Gabriele Baldoni, Johann M. Márquez-Barja, Peter Hellinckx, Steven Latré
Requirements and Specifications for the Orchestration of Network Intelligence in 6G. CCNC (2022)
Marco Gramaglia, Marton Kajo, Christian Mannweiler, Ömer Bulakci, Qing Wei
A unified service-based capability exposure framework for closed-loop network automation. Trans. Emerg. Telecommun. Technol. 33 (11) (2022)
Nikolaos Apostolakis, Marco Gramaglia, Pablo Serrano
Design and Validation of an Open Source Cloud Native Mobile Network. IEEE Commun. Mag. 60 (11) (2022)
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballesteros, Antonio Bazco Nogueras, Gines Garcia-Aviles, Steven Latré, Andres Garcia-Saavedra, Marco Fiore
DAEMON: A Network Intelligence Plane for 6G Networks. GLOBECOM (Workshops) (2022)
Marco Gramaglia, Miguel Camelo, Lidia Fuentes, Joaquín Ballesteros, Gabriele Baldoni, Luca Cominardi, Andres Garcia-Saavedra, Marco Fiore
Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach. EuCNC (2022)
Juan Rendon Schneir, Julie Bradford, Konstantinos Konstantinou, Abhaya Sumanasena, Gerd Zimmermann, Marco Gramaglia
Cost assessment of elasticity for a 5G broadband network. Trans. Emerg. Telecommun. Technol. 33 (4) (2022)
Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Pablo Serrano, Albert Banchs
Nuberu: reliable RAN virtualization in shared platforms. MobiCom (2021)
Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Pablo Serrano, Albert Banchs
Nuberu: a reliable DU design suitable for virtualization platforms. MobiCom (2021)
Marco Gramaglia, Marco Fiore, Angelo Furno, Razvan Stanica
GLOVE: Towards Privacy-Preserving Publishing of Record-Level-Truthful Mobile Phone Trajectories. Trans. Data Sci. 2 (3) (2021)
Patricia Callejo, Marco Gramaglia, Rubén Cuevas, Ángel Cuevas
A deep dive into the accuracy of IP Geolocation Databases and its impact on online advertising. CoRR (2021)
Albert Banchs, Marco Fiore, Andres Garcia-Saavedra, Marco Gramaglia
Network intelligence in 6G: challenges and opportunities. MobiArch@MobiCom (2021)
Dario Bega, Marco Gramaglia, Ramon Perez, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms. IEEE Netw. 34 (6) (2020)
Gines Garcia-Aviles, Carlos Donato, Marco Gramaglia, Pablo Serrano, Albert Banchs
ACHO: A framework for flexible re-orchestration of virtual network functions. Comput. Networks 180 (2020)
Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Francesco Gringoli, Sergio Fuente-Pascual, Ignacio Labrador Pavón
Experimenting with open source tools to deploy a multi-service and multi-slice mobile network. Comput. Commun. 150 (2020)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Zbigniew Smoreda
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis. MedComNet (2020)
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Xavier Costa-Pérez
A Machine Learning Approach to 5G Infrastructure Market Optimization. IEEE Trans. Mob. Comput. 19 (3) (2020)
Marco Gramaglia, Pablo Serrano, Albert Banchs, Gines Garcia-Aviles, Andres Garcia-Saavedra, Ramon Perez
The case for serverless mobile networking. Networking (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Marco Gramaglia, Vincenzo Sciancalepore, Francisco J. Fernandez-Maestro, Ramon Perez, Pablo Serrano, Albert Banchs
Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond. CAMAD (2020)
Luca Vignaroli, Marco Gramaglia, Manuel Fuentes, Antonino Casella, Roman Odarchenko, Lorenzo Natale, Baruch Altman, Francesco D'Andria
The Touristic Sector in the 5G Technology Era: The 5G-TOURS Project Approach. GLOBECOM (Workshops) (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing. INFOCOM (2020)
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management. IEEE Commun. Mag. 58 (6) (2020)
David Manuel Gutiérrez Estévez, Marco Gramaglia, Antonio De Domenico, Ghina Dandachi, Sina Khatibi, Dimitris Tsolkas, Irina Balan, Andres Garcia-Saavedra, Uri Elzur, Yue Wang
Artificial Intelligence for Elastic Management and Orchestration of 5G Networks. IEEE Wirel. Commun. 26 (5) (2019)
Mehrdad Shariat, Ömer Bulakci, Antonio De Domenico, Christian Mannweiler, Marco Gramaglia, Qing Wei, Aravinthan Gopalasingham, Emmanouil Pateromichelakis, Fabrizio Moggio, Dimitris Tsolkas, Borislava Gajic, Marcos Rates Crippa, Sina Khatibi
A Flexible Network Architecture for 5G Systems. Wirel. Commun. Mob. Comput. 2019 (2019)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control. MobiCom (2019)
Vincenzo Sciancalepore, Christian Mannweiler, Faqir Zarrar Yousaf, Pablo Serrano, Marco Gramaglia, Julie Bradford, Ignacio Labrador Pavón
A Future-Proof Architecture for Management and Orchestration of Multi-Domain NextGen Networks. IEEE Access 7 (2019)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs. MobiCom (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning. INFOCOM (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
$\alpha$-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration. INFOCOM Workshops (2019)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Resource Sharing Efficiency in Network Slicing. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Marco Gramaglia, Ignacio Labrador Pavón, Francesco Gringoli, Gines Garcia-Aviles, Pablo Serrano
Design and Validation of a Multi-service 5G Network with QoE-aware Orchestration. WiNTECH@MOBICOM (2018)
Pablo Serrano, Marco Gramaglia, Dario Bega, David Manuel Gutiérrez Estévez, Gines Garcia-Aviles, Albert Banchs
The path toward a cloud-aware mobile network protocol stack. Trans. Emerg. Telecommun. Technol. 29 (5) (2018)
Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Marc Portoles, Albert Banchs, Fabio Maino
SEMPER: A Stateless Traffic Engineering Solution for WAN Based on MP-TCP. ICC (2018)
David Manuel Gutiérrez Estévez, Marco Gramaglia, Antonio De Domenico, Nicola di Pietro, Sina Khatibi, Kunjan Shah, Dimitris Tsolkas, Paul Arnold, Pablo Serrano
The path towards resource elasticity for 5G network architecture. WCNC Workshops (2018)
Ömer Bulakci, Qing Wei, Aravinthan Gopalasingharm, Antonio De Domenico, Mehrdad Shariat, Emmanouil Pateromichelakis, Fabrizio Moggio, Dimitris Tsolkas, Christian Mannweiler, Marco Gramaglia, Stavros Papadopoulos, Marcos Rates Crippa, Dimitrios Tzovaras
Identifying 5G System Enhancements: Enabling Technologies for Multi-Service Networks. CSCN (2018)
Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Albert Banchs
POSENS: A Practical Open Source Solution for End-to-End Network Slicing. IEEE Wirel. Commun. 25 (5) (2018)
Anastasios Zafeiropoulos, Panagiotis Gouvas, Eleni Fotopoulou, George Tsiolis, Thanos Xirofotos, José Bonnet, Gino Carrozzo, Stamatia Rizou, Anastasius Gavras, Maria João Barros, Xavier Costa-Pérez, Athul Prasad, Marco Gramaglia, Anna Tzanakaki, Dimitra Simeonidou, John Cosmas, Mikael Fallgren, Raul Muñoz, Ricard Vilalta
Enabling Vertical Industries Adoption of 5G Technologies: A Cartography of Evolving Solutions. EuCNC (2018)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
How Should I Slice My Network?: A Multi-Service Empirical Evaluation of Resource Sharing Efficiency. MobiCom (2018)
David Manuel Gutiérrez Estévez, N. Dipietro, A. Dedomenico, Marco Gramaglia, Uri Elzur, Yue Wang
5G-MoNArch Use Case for ETSI ENI: Elastic Resource Management and Orchestration. CSCN (2018)
Dario Bega, Albert Banchs, Marco Gramaglia, Xavier Pérez Costa, Peter Rost
CARES: Computation-Aware Scheduling in Virtualized Radio Access Networks. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Marco Gramaglia, Marco Fiore, Alberto Tarable, Albert Banchs
Preserving mobile subscriber privacy in open datasets of spatiotemporal trajectories. INFOCOM (2017)
Faqir Zarrar Yousaf, Marco Gramaglia, Vasilis Friderikos, Borislava Gajic, Dirk von Hugo, Bessem Sayadi, Vincenzo Sciancalepore, Marcos Rates Crippa
Network slicing with flexible mobility and QoS/QoE support for 5G Networks. ICC Workshops (2017)
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Pérez Costa
Optimising 5G infrastructure markets: The business of network slicing. INFOCOM (2017)
Federico Montori, Marco Gramaglia, Luca Bedogni, Marco Fiore, Farid Sheikh, Luciano Bononi, Andrea Vesco
Automotive Communications in LTE: A Simulation-Based Performance Study. VTC Fall (2017)
Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Pérez Costa, Dario Bega, Marco Gramaglia, Albert Banchs
Mobile traffic forecasting for maximizing 5G network slicing resource utilization. INFOCOM (2017)
Dario Bega, Marco Gramaglia, Carlos Jesus Bernardos, Albert Banchs, Xavier Pérez Costa
Toward the network of the future: From enabling technologies to 5G concepts. Trans. Emerg. Telecommun. Technol. 28 (8) (2017)
Alejandro Cuadrado Torre, Marco Fiore, Claudio Casetti, Marco Gramaglia, María Calderón
Bidirectional highway traffic for network simulation. VNC (2017)
Marco Gramaglia, Marco Fiore, Alberto Tarable, Albert Banchs
-anonymity: Towards Privacy-Preserving Publishing of Spatiotemporal Trajectory Data. CoRR (2017)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Cezary Ziemlicki, Zbigniew Smoreda
Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage. CoNEXT (2017)
Marco Gramaglia, Ignacio Digon, Vasilis Friderikos, Dirk von Hugo, Christian Mannweiler, Miguel Angel Puente, Konstantinos Samdanis, Bessem Sayadi
Flexible connectivity and QoE/QoS management for 5G Networks: The 5G NORMA view. ICC Workshops (2016)
Bessem Sayadi, Marco Gramaglia, Vasilis Friderikos, Dirk von Hugo, Paul Arnold, Marie-Line Alberi-Morel, Miguel Angel Puente, Vincenzo Sciancalepore, Ignacio Digon, Marcos Rates Crippa
SDN for 5G Mobile Networks: NORMA Perspective. CrownCom (2016)
Marco Gramaglia, Marco Fiore
Thwarting Uniqueness in Datasets of Spatiotemporal Trajectories. ERCIM News 2016 (106) (2016)
Marco Gramaglia, Óscar Trullols-Cruces, Diala Naboulsi, Marco Fiore, María Calderón
Mobility and connectivity in highway vehicular networks: A case study in Madrid. Comput. Commun. 78 (2016)
Marco Gramaglia, Marco Fiore
On the anonymizability of mobile traffic datasets. CoRR (2015)
Marco Gramaglia, Marco Fiore
On the level of detail of synthetic highway traffic necessary to vehicular networking studies. VNC (2015)
Luca Bedogni, Marco Gramaglia, Andrea Vesco, Marco Fiore, Jérôme Härri, Francesco Ferrero
The Bologna Ringway Dataset: Improving Road Network Conversion in SUMO and Validating Urban Mobility via Navigation Services. IEEE Trans. Veh. Technol. 64 (12) (2015)
Marco Gramaglia, Marco Fiore
Hiding mobile traffic fingerprints with GLOVE. CoNEXT (2015)
Christian Glacet, Marco Fiore, Marco Gramaglia
Temporal connectivity of vehicular networks: The power of store-carry-and-forward. VNC (2015)
Marco Gramaglia, María Calderón, Carlos J. Bernardos
ABEONA Monitored Traffic: VANET-Assisted Cooperative Traffic Congestion Forecasting. IEEE Veh. Technol. Mag. 9 (2) (2014)
M. Isabel Sanchez, Marco Gramaglia, Carlos Jesus Bernardos, Antonio de la Oliva, María Calderón
On the implementation, deployment and evaluation of a networking protocol for VANETs: The VARON case. Ad Hoc Networks 19 (2014)
Marco Gramaglia, Marco Fiore, María Calderón
Measurement-Based Modeling of Interarrivals for the Simulation of Highway Vehicular Networks. IEEE Commun. Lett. 18 (12) (2014)
Marco Gramaglia, Óscar Trullols-Cruces, Diala Naboulsi, Marco Fiore, María Calderón
Vehicular networks on two Madrid highways. SECON (2014)
Marco Gramaglia, Carlos Jesus Bernardos, María Calderón
Virtual Induction Loops Based on Cooperative Vehicular Communications. Sensors 13 (2) (2013)
Marco Gramaglia, Manuel Urueña, Isaías Martinez-Yelmo
Off-line incentive mechanism for long-term P2P backup storage. Comput. Commun. 35 (12) (2012)
Marco Gramaglia, Carlos Jesus Bernardos, Ignacio Soto, María Calderón, Roberto Baldessari
IPv6 address autoconfiguration in geonetworking-enabled VANETs: characterization and evaluation of the ETSI solution. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Marco Gramaglia, Carlos Jesus Bernardos, María Calderón
Seamless internet 3G and opportunistic WLAN vehicular connectivity. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Marco Gramaglia, María Calderón, Carlos Jesus Bernardos
TREBOL: Tree-Based Routing and Address Autoconfiguration for Vehicle-to-Internet Communications. VTC Spring (2011)
Marco Gramaglia
Optimized IPv6 Internet access from vehicles in multi-hop and heterogeneous environments. WOWMOM (2011)
Marco Gramaglia, Pablo Serrano, José Alberto Hernández, María Calderón, Carlos Jesus Bernardos
New insights from the analysis of free flow vehicular traffic in highways. WOWMOM (2011)
Marco Gramaglia, Ignacio Soto, Carlos Jesus Bernardos, María Calderón
Overhearing-Assisted Optimization of Address Autoconfiguration in Position-Aware VANETs. IEEE Trans. Veh. Technol. 60 (7) (2011)
Carlos Jesus Bernardos, Marco Gramaglia, Luis M. Contreras, María Calderón, Ignacio Soto
Network-based Localized IP mobility Management: Proxy Mobile IPv6 and Current Trends in Standardization. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 1 (2/3) (2010)