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A

Albert Banchs

University Carlos III de Madrid

41H-index
258Paper Count
6.3KCitation Count
Published Papers 66
Publication Date
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The TES Framework: Joint Statistical Modeling and Machine Learning for Network KPI Forecasting
errIEEE Transactions on Network and Service Management
IF5.4
err2026-01-01
err0
PREAI
errLeonardo Lo Schiavo; Genoveva García; Marco Gramaglia; Marco Fiore; Albert Banchs; Xavier Costa-Perez
errShare
errSave
DiWi: A transformer-based Digital twin for Wireless mobility
errComputer Networks
IF4.6
err2025-08-08
err0
PREAI
errJuan Manuel Montes-Lopez; Pablo Serrano; Marco Gramaglia; Albert Banchs
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errSave
Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2025-01-01
err0
PREAI
errCollet, Alan; Bazco-Nogueras, Antonio; Banchs, Albert; Fiore, Marco
errShare
errSave
Minimum-Cost Design of Auto-Scaling Server Farms Providing Reliability Guarantees
errieee open journal of the industrial electronics society
IF6.1
err2025-01-01
err0
errOAAI
errJesus Perez-Valero; Pablo Serrano; Jaime Garcia-Reinoso; Albert Banchs; Xavier Costa-Perez
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errSave
ARES: Autonomous RIS Solution With Energy Harvesting and Self-Configuration Towards 6G
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err2
errOAAI
errAlbanese, Antonio; Devoti, Francesco; Sciancalepore, Vincenzo; Di Renzo, Marco; Banchs, Albert; Costa-Perez, Xavier
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errSave
A Cost-Effective RISs Deployment to Abate the Coverage Problem in B5G Networks
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-10-01
err0
PREAI
errEncinas-Lago, Guillermo; Albanese, Antonio; Sciancalepore, Vincenzo; Costa-Perez, Xavier; Banchs, Albert; Phan-Huy, Dinh-Thuy
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errSave
Energy-Aware Adaptive Scaling of Server Farms for NFV With Reliability Requirements
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-05-01
err0
PREAI
errPerez-Valero, Jesus; Banchs, Albert; Serrano, Pablo; Ortin, Jorge; Garcia-Reinoso, Jaime; Costa-Perez, Xavier
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errSave
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN Systems
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-02-01
err1
errOAAI
errApostolakis, Nikolaos; Gramaglia, Marco; Chatzieleftheriou, Livia Elena; Subramanya, Tejas; Banchs, Albert; Sanneck, Henning
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errSave
Constrained Network Slicing Games: Achieving Service Guarantees and Network Efficiency
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2023-12-01
err4
errOAAI
errZheng, Jiaxiao; Banchs, Albert; de Veciana, Gustavo
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errSave
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-11-01
err5
errOAAI
errApostolakis, Nikolaos; Chatzieleftheriou, Livia Elena; Bega, Dario; Gramaglia, Marco; Banchs, Albert
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errSave
LOKO: Localization-Aware Roll-Out Planning for Future Mobile Networks
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2022-01-01
err5
errOAAI
errAlbanese, Antonio; Sciancalepore, Vincenzo; Banchs, Albert; Costa-Perez, Xavier
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errSave
vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2021-01-01
err26
errOAAI
errAyala-Romero, Jose A.; Garcia-Saavedra, Andres; Gramaglia, Marco; Costa-Perez, Xavier; Banchs, Albert; Alcaraz, Juan J.
errShare
errSave
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
errIEEE NETWORK
IF6.3
err2020-11-01
err15
errOAAI
errBega, Dario; Gramaglia, Marco; Perez, Ramon; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
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errSave
Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2020-06-01
err48
errOAAI
errBega, Dario; Gramaglia, Marco; Garcia-Saavedra, Andres; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
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errSave
A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2020-06-01
err22
errOAAI
errFiandrino, Claudio; Zhang, Chaoyun; Patras, Paul; Banchs, Albert; Widmer, Joerg
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errSave
A Machine Learning Approach to 5G Infrastructure Market Optimization
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2020-03-01
err77
errOAAI
errBega, Dario; Gramaglia, Marco; Banchs, Albert; Sciancalepore, Vincenzo; Costa-Perez, Xavier
errShare
errSave
DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2020-02-01
err81
errOAAI
errBega, Dario; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
errShare
errSave
Resource Allocation for Network Slicing in Mobile Networks
errIEEE ACCESS
IF3.6
err2020-01-01
err28
errOAAI
errBanchs, Albert; de Veciana, Gustavo; Sciancalepore, Vincenzo; Costa-Perez, Xavier
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errSave
A 5G Mobile Network Architecture to Support Vertical Industries
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2019-12-01
err42
errOAAI
errBanchs, Albert; Gutierrez-Estevez, David M.; Fuentes, Manuel; Boldi, Mauro; Prowedi, Silvia
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errSave
RL-NSB: Reinforcement Learning-Based 5G Network Slice Broker
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2019-08-01
err95
errOAAI
errSciancalepore, Vincenzo; Costa-Perez, Xavier; Banchs, Albert
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
Marco Di Renzo
H-index: 93 · Papers: 1.1K
P
Patrick Thiran
H-index: 54 · Papers: 306
D
Douglas J. Leith
H-index: 48 · Papers: 429
J
Joerg Widmer
H-index: 48 · Papers: 411
X
Xavier Costa‐Pérez
H-index: 48 · Papers: 319
View more