Embedding Security Awareness for Virtual Resource Allocation in 5G Hetnets Using Reinforcement Learning.
Haotong CaoGagangeet Singh AujlaSahil GargGeorges KaddoumLongxiang YangPublished in: IEEE Commun. Stand. Mag. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource allocation problems
- security issues
- information security
- resource allocation decisions
- security policies
- function approximation
- resource requirements
- allocation strategies
- allocate resources
- access control
- scarce resources
- markov decision processes
- resource consumption
- model free
- resource availability
- allocation problems
- machine learning
- resource allocation and scheduling
- state space
- learning algorithm
- social welfare
- grid environment
- reinforcement learning algorithms
- data management
- dynamic resource allocation
- learning process
- cooperative