DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning.
Lizeth Patricia Aguirre SanchezYao ShenMinyi GuoPublished in: J. Parallel Distributed Comput. (2024)
Keyphrases
- reinforcement learning
- qos routing
- quality of service
- ad hoc networks
- traffic engineering
- optimization problems
- optimization algorithm
- routing scheme
- routing protocol
- route optimization
- routing algorithm
- routing problem
- function approximation
- qos requirements
- end to end delay
- logistics distribution
- routing overhead
- network topology
- optimal control
- real time
- shortest path
- state space
- dynamic programming
- model free
- reinforcement learning algorithms
- vehicle routing
- optimization method
- markov decision processes
- learning algorithm
- machine learning