Edge Computing-Assisted Multimedia Service Energy Optimization based on Deep Reinforcement Learning.
Han XiaoChangqiao XuYunxiao MaShujie YangLujie ZhongGabriel-Miro MunteanPublished in: GLOBECOM (2021)
Keyphrases
- multimedia
- reinforcement learning
- edge detection
- end users
- multimedia communication
- content delivery
- information services
- service oriented
- multimedia data
- optimization method
- energy consumption
- optimization problems
- digital libraries
- learning algorithm
- e learning
- neural network
- management system
- model free
- multi agent
- service providers
- edge information
- optimization process
- dynamic programming
- function approximation
- web services
- machine learning
- multimedia content
- metadata
- image segmentation
- optimal policy
- markov random field
- state space
- evolutionary algorithm