Programmable and Customized Intelligence for Traffic Steering in 5G
Networks Using Open RAN Architectures

Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures

28 September 2022

Rahul Soundrarajan

Bhawani Shanker Bhati

Tarunjeet Singh

Tommaso Melodia

Papers citing "Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures"

11 / 11 papers shown

Title
On-Device LLM for Context-Aware Wi-Fi Roaming Ju-Hyung Lee Yanqing Lu 23 0 0 07 May 2025
O-RAN xApps Conflict Management using Graph Convolutional Networks Maryam Al Shami Jun Yan Emmanuel Thepie Fapi GNN 67 1 0 05 Mar 2025
On the use of Probabilistic Forecasting for Network Analysis in Open RAN Vaishnavi Kasuluru Luis Blanco E. Zeydan AI4TS 24 7 0 19 Jul 2024
Exploiting and Securing ML Solutions in Near-RT RIC: A Perspective of an xApp Thusitha Dayaratne Viet Vo Shangqi Lai Sharif Abuadbba Blake Haydon Hajime Suzuki Xingliang Yuan Carsten Rudolph 26 2 0 18 Jun 2024
System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks Azuka J. Chiejina Brian Kim Kaushik Chowhdury Vijay K. Shah AAML 34 12 0 10 Feb 2024
ns-O-RAN: Simulating O-RAN 5G Systems in ns-3 Andrea Lacava Matteo Bordin Michele Polese R. Sivaraj Tommaso Zugno F. Cuomo Tommaso Melodia 30 25 0 11 May 2023
Sparsity-Aware Intelligent Massive Random Access Control in Open RAN: A Reinforcement Learning Based Approach Xiaorui Tang Sicong Liu Xiaojiang Du M. Guizani 21 0 0 05 Mar 2023
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework Van-Dinh Nguyen T. Vu N. Nguyen Dinh C. Nguyen M. Juntti Nguyen Cong Luong D. Hoang Diep N. Nguyen Symeon Chatzinotas 22 22 0 06 Feb 2023
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 24 28 0 02 Dec 2022
Digital Twin-Based Multiple Access Optimization and Monitoring via Model-Driven Bayesian Learning Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 15 6 0 11 Oct 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020