Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs.
Chao WuCheng JiQiao LiCongming GaoRiwei PanChenchen FuLiang ShiChun Jason XuePublished in: IEEE Trans. Computers (2020)
Keyphrases
- reinforcement learning
- input output
- read write
- main memory
- garbage collection
- disk drives
- database
- flash memory
- file system
- buffer pool
- buffer management
- solid state
- storage systems
- external memory
- random access
- data transfer
- mobile robot
- machine learning
- data storage
- data access
- database management systems
- response time
- dynamic programming
- learning process
- databases