Author

Hao Hoang Tran

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Conference Aug 2026

Predictive Versus Projection-Based Scheduling for O-RAN Fronthaul Deadline Assurance

In the Open Radio Access Network (O-RAN) 7.2x split, the Distributed Unit (O-DU) must finish upper physicallayer processing before strict fronthaul deadlines. However, heterogeneous acceleration through CPU fallback, shared acceleration, and dedicated acceleration introduces profile-selection, contention, and queueing...

Viet Anh-Huy Le, Anh-Tien Tran, Thanh Thien-An Dang et al. · International Conference on... · 0 citations

Conference Jul 2026

Toward Fusion Intelligence of Open Radio Access Network with Federated Learning: A Survey

Open Radio Access Network (O-RAN) enables flexible and intelligent radio access network operation through disaggregation, virtualization, open interfaces, and RAN Intelligent Controllers (RICs). At the same time, the data required to train artificial intelligence and machine learning models in O-RAN is naturally distri...

Junsuk Oh, Donghyun Lee, Chunghyun Lee et al. · International Conference on... · 0 citations

Conference Jul 2026

Toward End-to-End Intent-Based Networking for 6G: Architectures, Challenges, Recent Advances, and Future Directions

Intent-Based Networking (IBN) has emerged as a promising paradigm for simplifying network management by allowing operators and applications to specify high-level service objectives rather than low-level device configurations. Early IBN research was mainly developed in Software-Defined Networking (SDN), Network Function...

Dongwook Won, Thanh Thien-An Dang, Ton That Tam Dinh et al. · International Conference on... · 0 citations