Reinforcement Learning based Background Segment Cleaning for Log-structured File System on Mobile Devices.
Chao WuCheng JiChun Jason XuePublished in: ICESS (2019)
Keyphrases
- file system
- mobile devices
- reinforcement learning
- access patterns
- data transfer
- mobile phone
- context aware
- function approximation
- multi tiered
- markov decision processes
- metadata management
- smart phones
- mobile learning
- learning activities
- storage systems
- flash memory
- state space
- structured data
- continuous media
- model free
- machine learning
- naming conventions
- mobile services
- search tools
- foreground objects
- mobile technologies
- mobile users
- application specific
- storage devices
- log files
- learning algorithm
- database