Q-learning based collaborative cache allocation in mobile edge computing.
Wei-Che ChienHung-Yen WengChin-Feng LaiPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- cooperative
- reinforcement learning
- multi agent
- resource allocation
- mobile devices
- cache invalidation
- hit rate
- model free
- prefetching
- function approximation
- edge detection
- learning algorithm
- optimal allocation
- edge information
- mobile environments
- state space
- mobile networks
- optimal policy
- collaborative learning
- computing environments
- mobile phone
- computer supported collaborative learning
- learning rate
- mobile users
- reinforcement learning algorithms
- main memory
- query processing
- cache management