SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services
Dalgkitsis, Anestis, Garrido, Luis A., Rezazadeh, Farhad, Chergui, Hatim, Ramantas, Kostas, Vardakas, John S., Verikoukis, Christos
Published in IEEE transactions on intelligent transportation systems (01.07.2023)
Published in IEEE transactions on intelligent transportation systems (01.07.2023)
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Journal Article
vMCA: Memory Capacity Aggregation and Management in Cloud Environments
Garrido, Luis A., Carpenter, Paul
Published in 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS) (01.12.2017)
Published in 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS) (01.12.2017)
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Conference Proceeding
Publication
Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks
Garrido, Luis A., Ramantas, Kostas, Dalgkitsis, Anestis, Ksentini, Adlen, Verikoukis, Christos
Published in 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (05.09.2023)
Published in 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (05.09.2023)
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Conference Proceeding
An Experimental Platform of a Beyond-5G Network with Machine Learning Integration
Garrido, Luis A., Dalgkitsis, Anestis, Famitafreshi, Golshan, Siokis, Apostolos, Ramantas, Kostas, Verikoukis, Christos
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
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Conference Proceeding
SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G Networks
Dalgkitsis, Anestis, Garrido, Luis A., Ramantas, Kostas, Vardakas, John S., Kormetzas, George, Verikoukis, Christos
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
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Conference Proceeding
SCHEMA: Service Chain Elastic Management with Distributed Reinforcement Learning
Dalgkitsis, Anestis, Garrido, Luis A., Mekikis, Prodromos-Vasileios, Ramantas, Kostas, Alonso, Luis, Verikoukis, Christos
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
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Conference Proceeding
Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G Networks
Garrido, Luis A., Mekikis, Prodromos-Vasileios, Dalgkitsis, Anestis, Verikoukis, Christos
Published in ICC 2021 - IEEE International Conference on Communications (01.06.2021)
Published in ICC 2021 - IEEE International Conference on Communications (01.06.2021)
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Conference Proceeding
Machine Learning for Network Slicing in Future Mobile Networks: Design and Implementation
Garrido, Luis A., Dalgkitsis, Anestis, Ramantas, Kostas, Verikoukis, Christos
Published in 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (07.09.2021)
Published in 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (07.09.2021)
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Conference Proceeding
AI-Driven Framework for Scalable Management of Network Slices
Blanco, Luis, Kuklinski, Slawomir, Zeydan, Engin, Rezazadeh, Farhad, Chawla, Ashima, Zanzi, Lanfranco, Devoti, Francesco, Kolakowski, Robert, Vlahodimitropoulou, Vasiliki, Chochliouros, Ioannis, Bosneag, Anne-Marie, Cherrared, Sihem, Garrido, Luis A., Barrachina-Munoz, Sergio, Mangues, Josep
Published in IEEE communications magazine (01.11.2023)
Published in IEEE communications magazine (01.11.2023)
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Magazine Article