Reinforcement Learning-Based SLC Cache Technique for Enhancing SSD Write Performance.
Sangjin YooDongkun ShinPublished in: HotStorage (2020)
Keyphrases
- reinforcement learning
- solid state
- storage medium
- buffer pool
- flash memory
- read write
- storage devices
- hard disk
- disk drives
- main memory
- function approximation
- reinforcement learning algorithms
- machine learning
- model free
- query processing
- state space
- optimal policy
- learning algorithm
- random access
- data access
- caching scheme
- hit rate
- dynamic programming
- markov decision processes
- learning problems
- action selection
- temporal difference
- learning classifier systems
- transition model
- sum of squared differences
- multi agent
- prefetching
- file system
- robotic control
- database