Towards Intelligent Provisioning of Virtualized Network Functions in Cloud of Things: A Deep Reinforcement Learning Based Approach.
Bo HeJingyu WangQi QiHaifeng SunJianxin LiaoPublished in: IEEE Trans. Cloud Comput. (2022)
Keyphrases
- cloud computing
- reinforcement learning
- data center
- cloud computing environment
- virtual machine
- computing resources
- data management
- computer networks
- service providers
- network structure
- resource utilization
- peer to peer
- learning capabilities
- resource management
- network traffic
- computing platform
- learning process
- network access
- service provisioning
- function approximation
- intelligent systems
- wireless sensor networks
- communication networks
- network architecture
- network management
- power consumption
- model free
- decision support
- multi agent
- learning algorithm
- neural network