Anestis Dalgkitsis

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Causal Interactions

Vehicular Networks

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis
Resource Demand Prediction for Network Slices in 5G Using ML Enhanced With Network Models. IEEE Trans. Veh. Technol. 73 (8) (2024)
Luis A. Garrido, Anestis Dalgkitsis, Golshan Famitafreshi, Apostolos Siokis, Kostas Ramantas, Christos V. Verikoukis
An Experimental Platform of a Beyond-5G Network with Machine Learning Integration. GLOBECOM (2023)
Anestis Dalgkitsis, Luis A. Garrido, Kostas Ramantas, John S. Vardakas, George Kormetzas, Christos V. Verikoukis
SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G Networks. GLOBECOM (2023)
Ashima Chawla, Anne-Marie Bosneag, Anestis Dalgkitsis
Graph-based Interpretable Anomaly Detection Framework for Network Slice Management in Beyond 5G Networks. NOMS (2023)
Luis A. Garrido, Kostas Ramantas, Anestis Dalgkitsis, Adlen Ksentini, Christos V. Verikoukis
Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks. PIMRC (2023)
Anestis Dalgkitsis, Luis A. Garrido, Farhad Rezazadeh, Hatim Chergui, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis
SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Anestis Dalgkitsis, Christos V. Verikoukis
NetROS-5G: Enhancing Personalization through 5G Network Slicing and Edge Computing in Human-Robot Interactions. CoRR (2023)
Anestis Dalgkitsis, Ashima Chawla, Anne-Marie Bosneag, Christos V. Verikoukis
SafeSCHEMA: Multi-domain Orchestration of Slices based on SafeRL for B5G Networks. GLOBECOM (2022)
Anestis Dalgkitsis, Luis A. Garrido, Prodromos-Vasileios Mekikis, Kostas Ramantas, Luis Alonso, Christos V. Verikoukis
SCHEMA: Service Chain Elastic Management with Distributed Reinforcement Learning. GLOBECOM (2021)
Luis A. Garrido, Prodromos-Vasileios Mekikis, Anestis Dalgkitsis, Christos V. Verikoukis
Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G Networks. ICC (2021)
Anestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Christos V. Verikoukis
Data Driven Service Orchestration for Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Christos V. Verikoukis
Machine Learning for Network Slicing in Future Mobile Networks: Design and Implementation. MeditCom (2021)
Anestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Georgios Kormentzas, Christos V. Verikoukis
Dynamic Resource Aware VNF Placement with Deep Reinforcement Learning for 5G Networks. GLOBECOM (2020)
Anestis Dalgkitsis, Malamati D. Louta, George T. Karetsos
Traffic forecasting in cellular networks using the LSTM RNN. PCI (2018)