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Predictive Closed-Loop Service Automation in O-RAN based Network Slicing

Predictive Closed-Loop Service Automation in O-RAN based Network Slicing

IEEE Communications Standards Magazine (CS), 2022
4 February 2022
Joseph Thaliath
Solmaz Niknam
Sukhdeep Singh
Rahul Banerji
N. Saxena
Harpreet S. Dhillon
Jeffrey H. Reed
A. Bashir
Avinash Bhat
A. Roy
ArXiv (abs)PDFHTMLGithub

Papers citing "Predictive Closed-Loop Service Automation in O-RAN based Network Slicing"

8 / 8 papers shown
Task Specific Sharpness Aware O-RAN Resource Management using Multi Agent Reinforcement Learning
Task Specific Sharpness Aware O-RAN Resource Management using Multi Agent Reinforcement LearningIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2025
Fatemeh Lotfi
Hossein Rajoli
Fatemeh Afghah
148
0
0
19 Nov 2025
Meta Reinforcement Learning Approach for Adaptive Resource Optimization
  in O-RAN
Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RANIEEE Wireless Communications and Networking Conference (WCNC), 2024
Fatemeh Lotfi
Fatemeh Afghah
AI4CE
206
12
0
30 Sep 2024
Securing O-RAN Open Interfaces
Securing O-RAN Open Interfaces
Joshua Groen
Salvatore D’oro
Utku Demir
Leonardo Bonati
Davide Villa
Michele Polese
Tommaso Melodia
Kaushik R. Chowdhury
256
41
0
23 Apr 2024
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop
  Algorithm for End-to-End Network Slicing
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop Algorithm for End-to-End Network Slicing
Nguyen Phuc Tran
Oscar Delgado
Brigitte Jaumard
296
1
0
01 Apr 2024
Open RAN LSTM Traffic Prediction and Slice Management using Deep
  Reinforcement Learning
Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement LearningAsilomar Conference on Signals, Systems and Computers (ACSSC), 2023
Fatemeh Lotfi
Fatemeh Afghah
AI4TS
237
17
0
12 Jan 2024
Attention-based Open RAN Slice Management using Deep Reinforcement
  Learning
Attention-based Open RAN Slice Management using Deep Reinforcement LearningGlobal Communications Conference (GLOBECOM), 2023
Fatemeh Lotfi
Fatemeh Afghah
Jonathan D. Ashdown
290
17
0
15 Jun 2023
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 ArchitecturesIEEE Transactions on Mobile Computing (IEEE TMC), 2022
Andrea Lacava
Michele Polese
R. Sivaraj
Rahul Soundrarajan
Bhawani Shanker Bhati
Tarunjeet Singh
Tommaso Zugno
F. Cuomo
Tommaso Melodia
353
126
0
28 Sep 2022
Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in
  O-RAN
Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
Fatemeh Lotfi
Omid Semiari
Fatemeh Afghah
187
21
0
30 Aug 2022
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