HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics.
Hamish NicholsonAunn RazaPeriklis ChrysogelosAnastasia AilamakiPublished in: CIDR (2023)
Keyphrases
- memory efficient
- learning analytics
- data transfer
- external memory
- real time
- data storage
- data management
- storage and retrieval
- multiple sequence alignment
- graphics hardware
- iterative deepening
- social media
- business intelligence
- parallel implementation
- storage requirements
- case study
- random access
- visual analytics
- storage devices
- predictive modeling
- integral image
- gpu accelerated
- parallel computation
- parallel computing
- parallel processing
- data analysis
- database systems
- data mining
- databases
- file system
- big data
- orders of magnitude
- storage systems