Real-Time Cost Optimization Approach Based on Deep Reinforcement Learning in Software-Defined Security Middle Platform.
Yuancheng LiYongtai QinPublished in: Inf. (2023)
Keyphrases
- real time
- reinforcement learning
- wireless sensor
- real time systems
- optimization algorithm
- software platform
- security vulnerabilities
- intrusion detection
- information security
- cost reduction
- robotic control
- software systems
- simulation environment
- function approximation
- network security
- markov decision processes
- low cost
- dedicated hardware
- computing infrastructure
- computer systems
- computer security
- situational awareness
- windows xp
- security policies
- cost sensitive
- software design
- platform independent
- statistical databases
- testing process
- optimal control
- optimization problems
- multi agent
- machine learning
- texas instruments
- security requirements
- security issues
- total cost
- hardware implementation
- embedded systems
- software architecture
- software engineering
- state space
- web services
- learning algorithm