Networking and Internet Architecture · Computer Science
xApp-Level Conflict Mitigation in O-RAN, a Mobility Driven Energy Saving Case
Abdul Wadud, Fatemeh Golpayegani, Nima Afraz
2025-02-28
Networking and Internet Architecture · Computer Science
Towards xApp Conflict Evaluation with Explainable Machine Learning and Causal Inference in O-RAN
Pragya Sharma, Shihua Sun, Shachi Deshpande, Angelos Stavrou +1
2026-03-13
Networking and Internet Architecture · Computer Science
COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case
Anastasios Giannopoulos, Sotirios Spantideas, Levis George, Kalafatelis Alexandros +1
2025-01-27
Networking and Internet Architecture · Computer Science
Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach
Arshia Zolghadr, Joao F. Santos, Luiz A. DaSilva, Jacek Kibiłda
2025-02-04
Networking and Internet Architecture · Computer Science
xApp Distillation: AI-based Conflict Mitigation in B5G O-RAN
Hakan Erdol, Xiaoyang Wang, Robert Piechocki, George Oikonomou +1
2024-07-04
Networking and Internet Architecture · Computer Science
Experimental evaluation of xApp Conflict Mitigation Framework in O-RAN: Insights from Testbed deployment in OTIC
Abida Sultana, Cezary Adamczyk, Mayukh Roy Chowdhury, Adrian Kliks +1
2025-05-19
Networking and Internet Architecture · Computer Science
AI-Powered Conflict Management in Open RAN: Detection, Classification, and Mitigation
Abdul Wadud, Nima Afraz, Fatemeh Golpayegani
2026-02-24
Networking and Internet Architecture · Computer Science
PACIFISTA: Conflict Evaluation and Management in Open RAN
Pietro Brach del Prever, Salvatore D'Oro, Leonardo Bonati, Michele Polese +3
2025-10-21
Networking and Internet Architecture · Computer Science
Mitigating xApp conflicts for efficient network slicing in 6G O-RAN: a graph convolutional-based attention network approach
Sihem Bakri, Indrakshi Dey, Harun Siljak, Marco Ruffini +1
2025-04-25
Networking and Internet Architecture · Computer Science
ZODIAC: Zero-shot Offline Diffusion for Inferring Multi-xApps Conflicts in Open Radio Access Networks
Zeyu Fang, Shu Hong, Huu Trung Thieu, Nakjung Choi +1
2026-04-22
Networking and Internet Architecture · Computer Science
Managing O-RAN Networks: xApp Development from Zero to Hero
Joao F. Santos, Alexandre Huff, Daniel Campos, Kleber V. Cardoso +2
2025-02-06
Networking and Internet Architecture · Computer Science
Interoperable rApp/xApp Control over O-RAN for Mobility-aware Dynamic Spectrum Allocation
Anastasios Giannopoulos, Sotirios Spantideas, Maria Lamprini Bartsioka, Panagiotis Trakadas
2026-01-21
Cryptography and Security · Computer Science
System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks
Azuka Chiejina, Brian Kim, Kaushik Chowhdury, Vijay K. Shah
2024-02-14
Networking and Internet Architecture · Computer Science
CONVERGE: A Multi-Agent Vision-Radio Architecture for xApps
Filipe B. Teixeira, Carolina Simões, Paulo Fidalgo, Wagner Pedrosa +3
2025-08-07
Networking and Internet Architecture · Computer Science
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat Elsayed +4
2023-07-07
Machine Learning · Computer Science
Optimisation of Resource Allocation in Heterogeneous Wireless Networks Using Deep Reinforcement Learning
Oluwaseyi Giwa, Jonathan Shock, Jaco Du Toit, Tobi Awodumila
2026-04-08
Signal Processing · Electrical Eng. & Systems
Smart Interference Management xApp using Deep Reinforcement Learning
Mahdi Eskandari, Shipra Kapoor, Keith Briggs, Arman Shojaeifard +2
2022-04-22