RL-CoPref: a reinforcement learning-based coordinated prefetching controller for multiple prefetchers.
Huijing YangJuan FangXing SuZhi CaiYuening WangPublished in: J. Supercomput. (2024)
Keyphrases
- reinforcement learning
- prefetching
- web prefetching
- multi agent
- response time
- function approximation
- optimal control
- web documents
- access latency
- markov decision processes
- hit rate
- temporal difference
- actor critic
- model free
- optimal policy
- state space
- access patterns
- web caching
- learning algorithm
- reinforcement learning algorithms
- control policy
- caching scheme
- web page prediction
- rl algorithms
- user perceived latency
- action selection
- function approximators
- hit ratio
- cache replacement