Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson.
Lavanya Sita TekumallaChiranjib BhattacharyyaPublished in: SDM (2015)
Keyphrases
- main memory
- multivariate time series
- temporal association rules
- block size
- mixture model
- garbage collection
- spatio temporal
- text mining
- temporal information
- input output
- data access
- temporal data
- read write
- temporal sequences
- replacement policy
- cache conscious
- disk array
- temporal patterns
- data mining
- data mining techniques
- spatially localized
- data structure
- sequential patterns
- itemsets
- secondary storage
- virtual memory
- database systems
- query processing
- buffer pool
- probability distribution function
- cache misses
- knowledge discovery
- external memory
- closed form
- pattern mining
- image blocks
- probability density function