Open RAN LSTM Traffic Prediction and Slice Management Using Deep Reinforcement Learning.
Fatemeh LotfiFatemeh AfghahPublished in: ACSSC (2023)
Keyphrases
- reinforcement learning
- high priority
- prediction accuracy
- function approximation
- network monitoring
- management system
- prediction model
- state space
- prediction algorithm
- data management
- data processing
- information management
- neural network
- prediction error
- network traffic
- real time
- decision support
- knowledge management
- multi agent
- recurrent neural networks
- anomaly detection
- information systems
- traffic flow
- network management
- model free
- temporal difference
- dynamic programming
- traffic signal
- information technology