DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach.
Shurok KhozamGregory BlancSébastien TixeuilEric TotelPublished in: NetSoft (2024)
Keyphrases
- reinforcement learning
- quality of service
- model free
- function approximation
- machine learning
- web services
- state space
- robotic control
- image details
- ip networks
- reinforcement learning algorithms
- ad hoc networks
- markov decision processes
- risk management
- bandwidth allocation
- resource management
- denial of service attacks
- traffic engineering
- learning process
- multi agent
- network conditions
- service selection
- ddos attacks
- admission control
- learning algorithm
- application level
- real time
- multimedia communication
- learning problems
- temporal difference
- optimal policy
- optimal control
- end to end