Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson.
Lavanya Sita TekumallaChiranjib BhattacharyyaPublished in: CoRR (2014)
Keyphrases
- main memory
- input output
- temporal association rules
- mixture model
- garbage collection
- knowledge discovery
- text mining
- cache conscious
- coefficient matrix
- high dimensional
- multivariate time series
- temporal data
- pattern mining
- temporal information
- sparse representation
- data access
- temporal reasoning
- temporal patterns
- spatio temporal
- temporal sequences
- frequent patterns
- virtual memory
- poisson distribution
- replacement policy
- block size
- poisson process
- multivariate gaussian
- data structure
- read write
- disk array
- external memory
- event sequences
- prefetching
- file system
- sequential patterns
- gaussian mixture model
- regression model
- bit rate
- itemsets
- model selection
- data mining techniques
- probabilistic model