Cache allocation policy based on user preference using reinforcement learning in mobile edge computing.
Nianxin LiLinbo ZhaiShudian SongXiumin ZhuYumei LiFeng YangPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- user preferences
- reinforcement learning
- allocation policy
- user behavior
- allocation policies
- collaborative filtering
- mobile devices
- user profiles
- mobile phone
- cache invalidation
- making recommendations
- user behaviour
- user feedback
- edge detection
- collaborative recommendation
- recommender systems
- prefetching
- recommendation systems
- current practice
- user specific
- search engine
- state space
- context aware
- optimal policy
- mobile computing
- monte carlo simulation
- preference models
- query processing
- mobile users
- transfer learning