Luis A. Garrido

16 papers B 5Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
MEC Resource Orchestration for Heterogeneous Networks and Services Using Reinforcement Learning.
CAMAD
Shreya K. Chari, Luis A. Garrido, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis
2024 J jnl
Resource Demand Prediction for Network Slices in 5G Using ML Enhanced With Network Models.
IEEE Trans. Veh. Technol.
Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis
2023 J jnl
AI-Driven Framework for Scalable Management of Network Slices.
IEEE Commun. Mag.
Luis Blanco, Slawomir Kuklinski, Engin Zeydan, Farhad Rezazadeh, Ashima Chawla, Lanfranco Zanzi, Francesco Devoti, Robert Kolakowski, Vasiliki Vlahodimitropoulou, Ioannis P. Chochliouros, Anne-Marie Bosneag, Sihem Cherrared, Luis A. Garrido, Sergio Barrachina-Muñoz, Josep Mangues
2023 B conf
Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks.
PIMRC
Luis A. Garrido, Kostas Ramantas, Anestis Dalgkitsis, Adlen Ksentini, Christos V. Verikoukis
2023 B conf
An Experimental Platform of a Beyond-5G Network with Machine Learning Integration.
GLOBECOM
Luis A. Garrido, Anestis Dalgkitsis, Golshan Famitafreshi, Apostolos Siokis, Kostas Ramantas, Christos V. Verikoukis
2023 J jnl
SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services.
IEEE Trans. Intell. Transp. Syst.
Anestis Dalgkitsis, Luis A. Garrido, Farhad Rezazadeh, Hatim Chergui, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis
2023 B conf
SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G Networks.
GLOBECOM
Anestis Dalgkitsis, Luis A. Garrido, Kostas Ramantas, John S. Vardakas, George Kormetzas, Christos V. Verikoukis
2021 — conf
Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G Networks.
ICC
Luis A. Garrido, Prodromos-Vasileios Mekikis, Anestis Dalgkitsis, Christos V. Verikoukis
2021 — conf
Machine Learning for Network Slicing in Future Mobile Networks: Design and Implementation.
MeditCom
Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Christos V. Verikoukis
2021 B conf
SCHEMA: Service Chain Elastic Management with Distributed Reinforcement Learning.
GLOBECOM
Anestis Dalgkitsis, Luis A. Garrido, Prodromos-Vasileios Mekikis, Kostas Ramantas, Luis Alonso, Christos V. Verikoukis
2021 J jnl
Zero-Touch AI-Driven Distributed Management for Energy-Efficient 6G Massive Network Slicing.
IEEE Netw.
Hatim Chergui, Luis Blanco, Luis A. Garrido, Kostas Ramantas, Slawomir Kuklinski, Adlen Ksentini, Christos V. Verikoukis
2019 — conf
Continuous-Action Reinforcement Learning for Memory Allocation in Virtualized Servers.
ISC Workshops
Luis A. Garrido, Rajiv Nishtala, Paul M. Carpenter
2019 — conf
SmarTmem: Intelligent Management of Transcendent Memory in a Virtualized Server.
IPDPS Workshops
Luis A. Garrido, Rajiv Nishtala, Paul M. Carpenter
2019 — —
Virtualization techniques for memory resource exploitation.
Luis A. Garrido
2017 — conf
Aggregating and Managing Memory Across Computing Nodes in Cloud Environments.
ISC Workshops
Luis A. Garrido, Paul M. Carpenter
2017 B conf
vMCA: Memory Capacity Aggregation and Management in Cloud Environments.
ICPADS
Luis A. Garrido, Paul M. Carpenter