Managing memory and reducing I/O cost for correlation matrix calculation in bioinformatics.
Anaththa P. D. KrishnajithWayne KellyRoss HaywardYu-Chu TianPublished in: CIBCB (2013)
Keyphrases
- correlation matrix
- internal memory
- main memory
- covariance matrix
- disk access
- input output
- disk accesses
- external memory
- secondary storage
- singular value decomposition
- virtual memory
- storage cost
- machine learning
- memory space
- signal subspace
- random matrix theory
- matrix inversion
- data transfer
- replacement policy
- storage devices
- random access