MLCache: A Space-Efficient Cache Scheme based on Reuse Distance and Machine Learning for NVMe SSDs.
Weiguang LiuJinhua CuiJunwei LiuLaurence T. YangPublished in: ICCAD (2020)
Keyphrases
- space efficient
- garbage collection
- machine learning
- data structure
- bloom filter
- data streams
- sliding window
- flash memory
- learning algorithm
- buffer management
- b tree
- uncertain data streams
- suffix array
- locality sensitive hashing
- prefetching
- feature selection
- query processing
- caching scheme
- kd tree
- hamming distance
- data access
- nearest neighbor
- solid state
- read write
- data analysis