Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning

Authors: Collet, Alan, Bazco-Nogueras, Antonio, Banchs, Albert, Fiore, Marco

Source: IEEE Communications Magazine IEEE Commun. Mag. Communications Magazine, IEEE. 63(1):124-130 Jan, 2025

ARES: Autonomous RIS Solution With Energy Harvesting and Self-Configuration Towards 6G

Authors: Albanese, A., Devoti, F., Sciancalepore, V., Di Renzo, M., Banchs, A., Costa-Perez, X.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 23(12):12006-12019 Dec, 2024

A Cost-Effective RISs Deployment to Abate the Coverage Problem in B5G Networks

Authors: Encinas-Lago, G., Albanese, A., Sciancalepore, V., Costa-Perez, X., Banchs, A., Phan-Huy, D.

Source: IEEE Transactions on Wireless Communications IEEE Trans. Wireless Commun. Wireless Communications, IEEE Transactions on. 23(10):15276-15290 Oct, 2024

Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management

Authors: Collet, A., Bazco-Nogueras, A., Banchs, A., Fiore, M.

Source: IEEE Transactions on Network and Service Management IEEE Trans. Netw. Serv. Manage. Network and Service Management, IEEE Transactions on. 21(3):2802-2823 Jun, 2024

Energy-Aware Adaptive Scaling of Server Farms for NFV With Reliability Requirements

Authors: Perez-Valero, J., Banchs, A., Serrano, P., Ortin, J., Garcia-Reinoso, J., Costa-Perez, X.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 23(5):4273-4284 May, 2024

ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN Systems

Authors: Apostolakis, N., Gramaglia, M., Chatzieleftheriou, L.E., Subramanya, T., Banchs, A., Sanneck, H.

Source: IEEE Journal on Selected Areas in Communications IEEE J. Select. Areas Commun. Selected Areas in Communications, IEEE Journal on. 42(2):263-279 Feb, 2024

AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts

Authors: Collet, Alan, Bazco-Nogueras, Antonio, Banchs, Albert, Fiore, Marco

Source: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2023 - IEEE Conference on. :1-10 May, 2023

Relation: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications

LOKO: Localization-Aware Roll-Out Planning for Future Mobile Networks

Authors: Albanese, A., Sciancalepore, V., Banchs, A., Costa-Perez, X.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 22(9):5359-5374 Sep, 2023

Forecasting for Network Management with Joint Statistical Modelling and Machine Learning

Authors: Lo Schiavo, Leonardo, Fiore, Marco, Gramaglia, Marco, Banchs, Albert, Costa-Perez, Xavier

Source: 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) WOWMOM World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2022 IEEE 23rd International Symposium on a. :60-69 Jun, 2022

Relation: 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)

LossLeaP: Learning to Predict for Intent-Based Networking

Authors: Collet, Alan, Banchs, Albert, Fiore, Marco

Source: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2022 - IEEE Conference on. :2138-2147 May, 2022

Relation: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications

vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs

Authors: Ayala-Romero, J.A., Garcia-Saavedra, A., Gramaglia, M., Costa-Perez, X., Banchs, A., Alcaraz, J.J.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 21(7):2652-2670 Jul, 2022

ARES: Autonomous RIS solution with Energy harvesting and Self-configuration towards 6G

Authors: Albanese, Antonio, Devoti, Francesco, Sciancalepore, Vincenzo, Di Renzo, Marco, Banchs, Albert, Costa-Pérez, Xavier

Subject Terms: Computer Science - Networking and Internet Architecture, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2303.01161

Analysis of Scaling Policies for NFV Providing 5G/6G Reliability Levels With Fallible Servers

Authors: Ortin, J., Serrano, P., Garcia-Reinoso, J., Banchs, A.

Source: IEEE Transactions on Network and Service Management IEEE Trans. Netw. Serv. Manage. Network and Service Management, IEEE Transactions on. 19(2):1287-1305 Jun, 2022

Monitoring Platform Evolution Toward Serverless Computing for 5G and Beyond Systems

Authors: Perez, R., Benedetti, P., Pergolesi, M., Garcia-Reinoso, J., Zabala, A., Serrano, P., Femminella, M., Reali, G., Steenhaut, K., Banchs, A.

Source: IEEE Transactions on Network and Service Management IEEE Trans. Netw. Serv. Manage. Network and Service Management, IEEE Transactions on. 19(2):1489-1504 Jun, 2022

Alviu: An Intent-Based SD-WAN Orchestrator of Network Slices for Enterprise Networks

Authors: Perez, Ramon, Zabala, Aitor, Banchs, Albert

Source: 2021 IEEE 7th International Conference on Network Softwarization (NetSoft) Network Softwarization (NetSoft), 2021 IEEE 7th International Conference on. :211-215 Jun, 2021

Relation: 2021 IEEE 7th International Conference on Network Softwarization (NetSoft)

A Performance Comparison of Virtualization Techniques to Deploy a 5G Monitoring Platform

Authors: Perez, R., Benedetti, P., Pergolesi, M., Garcia-Reinoso, J., Zabala, A., Serrano, P., Femminella, M., Reali, G., Banchs, A.

Source: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021 Joint European Conference on. :472-477 Jun, 2021

Relation: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)

Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond

Authors: Gramaglia, Marco, Sciancalepore, Vincenzo, Fernandez-Maestro, Francisco J., Perez, Ramon, Serrano, Pablo, Banchs, Albert

Source: 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2020 IEEE 25th International Workshop on. :1-6 Sep, 2020

Relation: 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)

AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing

Authors: Bega, Dario, Gramaglia, Marco, Fiore, Marco, Banchs, Albert, Costa-Perez, Xavier

Source: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2020 - IEEE Conference on. :794-803 Jul, 2020

Relation: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications

Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis

Authors: Marquez, Cristina, Gramaglia, Marco, Fiore, Marco, Banchs, Albert, Smoreda, Zbigniew

Source: 2020 Mediterranean Communication and Computer Networking Conference (MedComNet) Communication and Computer Networking Conference (MedComNet), 2020 Mediterranean. :1-8 Jun, 2020

Relation: 2020 Mediterranean Communication and Computer Networking Conference (MedComNet)

Constrained Network Slicing Games: Achieving service guarantees and network efficiency

Authors: Zheng, Jiaxiao, Veciana, Gustavo de, Banchs, Albert

Source: 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT) Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), 2020 18th International Symposium on. :1-8 Jun, 2020

Relation: 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT)