Signal Processing · Electrical Eng. & Systems
A Practical Demonstration of DRL-Based Dynamic Resource Allocation xApp Using OpenAirInterface
Onur Sever, Onur Salan, Ibrahim Hokelek, Ali Gorcin
2025-01-13
Networking and Internet Architecture · Computer Science
Design and Experimental Validation of a Software-Defined Radio Access Network Testbed with Slicing Support
K. Koutlia, R. Ferrus, E. Coronado, R. Riggio +3
2019-05-15
Networking and Internet Architecture · Computer Science
Predictive Closed-Loop Service Automation in O-RAN based Network Slicing
Joseph Thaliath, Solmaz Niknam, Sukhdeep Singh, Rahul Banerji +6
2022-02-07
Networking and Internet Architecture · Computer Science
Dynamic SDN-based Radio Access Network Slicing with Deep Reinforcement Learning for URLLC and eMBB Services
Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
2022-02-15
Networking and Internet Architecture · Computer Science
Near Real-Time Data-Driven Control of Virtual Reality Traffic in Open Radio Access Network
Andreas Casparsen, Beatriz Soret, Jimmy Jessen Nielsen, Petar Popovski
2026-01-15
Distributed, Parallel, and Cluster Computing · Computer Science
Attention-based Open RAN Slice Management using Deep Reinforcement Learning
Fatemeh Lotfi, Fatemeh Afghah, Jonathan Ashdown
2023-06-19
Networking and Internet Architecture · Computer Science
The Slice Is Served: Enforcing Radio Access Network Slicing in Virtualized 5G Systems
Salvatore D'Oro, Francesco Restuccia, Alessandro Talamonti, Tommaso Melodia
2019-02-04
Networking and Internet Architecture · Computer Science
Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning
Abderrahime Filali, Boubakr Nour, Soumaya Cherkaoui, Abdellatif Kobbane
2022-02-15
Networking and Internet Architecture · Computer Science
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks
Conghao Zhou, Jie Gao, Mushu Li, Xuemin Shen +3
2023-08-23
Networking and Internet Architecture · Computer Science
Deep Reinforcement Learning-Based RAN Slicing with Efficient Inter-Slice Isolation in Tactical Wireless Networks
Abderrahime Filali, Diala Naboulsi, Georges Kaddoum
2025-06-11
Networking and Internet Architecture · Computer Science
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration
Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui +2
2022-11-08
Networking and Internet Architecture · Computer Science
SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems
Corrado Puligheddu, Jonathan Ashdown, Carla Fabiana Chiasserini, Francesco Restuccia
2024-07-09
Systems and Control · Electrical Eng. & Systems
Near-Real-Time Resource Slicing for QoS Optimization in 5G O-RAN using Deep Reinforcement Learning
Peihao Yan, Jie Lu, Huacheng Zeng, Y. Thomas Hou
2026-01-13
Networking and Internet Architecture · Computer Science
Management of Network Slicing in 5G Radio Access Networks: Functional Framework and Information Models
R. Ferrús, O. Sallent, J. Pérez-Romero, R. Agustí
2018-03-06
Networking and Internet Architecture · Computer Science
REAL: Reinforcement Learning-Enabled xApps for Experimental Closed-Loop Optimization in O-RAN with OSC RIC and srsRAN
Ryan Barker, Alireza Ebrahimi Dorcheh, Tolunay Seyfi, Fatemeh Afghah
2025-11-10
Networking and Internet Architecture · Computer Science
Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing
Lorenzo Bellone, Boris Galkin, Emiliano Traversi, Enrico Natalizio
2022-11-18
Cryptography and Security · Computer Science
Integrated LLM-Based Intrusion Detection with Secure Slicing xApp for Securing O-RAN-Enabled Wireless Network Deployments
Joshua Moore, Aly Sabri Abdalla, Prabesh Khanal, Vuk Marojevic
2025-04-02
Networking and Internet Architecture · Computer Science
A Comprehensive Tutorial and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, Use Cases, and Challenges
Khurshid Alam, Mohammad Asif Habibi, Matthias Tammen, Dennis Krummacker +7
2025-08-15
Signal Processing · Electrical Eng. & Systems
AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos Verikoukis
2025-01-20
Signal Processing · Electrical Eng. & Systems
Intelligent QoS aware slice resource allocation with user association parameterization for beyond 5G ORAN based architecture using DRL
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos Verikoukis
2023-11-06