Cache Pollution Prevention Mechanism Based on Deep Reinforcement Learning in NDN.
Jie ZhouJiangtao LuoJunxia WangLianglang DengPublished in: J. Commun. Inf. Networks (2021)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- selection mechanism
- prefetching
- markov decision processes
- state space
- dynamic programming
- monitoring system
- data access
- optimal control
- model free
- reinforcement learning algorithms
- response time
- computational model
- query processing
- temporal difference
- database
- reinforcement learning methods
- hit rate
- hit ratio
- caching scheme