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Open RAN LSTM Traffic Prediction and Slice Management using Deep
  Reinforcement Learning

Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning

12 January 2024
Fatemeh Lotfi
Fatemeh Afghah
    AI4TS
ArXivPDFHTML

Papers citing "Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning"

4 / 4 papers shown
Title
Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks
Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks
Alireza Ebrahimi
Fatemeh Afghah
36
0
0
08 Jan 2025
Meta Reinforcement Learning Approach for Adaptive Resource Optimization
  in O-RAN
Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
Fatemeh Lotfi
Fatemeh Afghah
AI4CE
30
1
0
30 Sep 2024
Joint Path planning and Power Allocation of a Cellular-Connected UAV
  using Apprenticeship Learning via Deep Inverse Reinforcement Learning
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
Alireza Shamsoshoara
Fatemeh Lotfi
Sajad Mousavi
Fatemeh Afghah
Ismail Güvenç
33
10
0
15 Jun 2023
Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks
Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks
Xianzhi Li
Huiwen Liu
Filippo Malandra
Wei-Long Su
Seyyedali Hosseinalipour
AI4CE
19
0
0
14 Apr 2023
1