Exploiting GPU Direct Access to Non-Volatile Memory to Accelerate Big Data Processing.
Mahsa BayatiMiriam LeeserNingfang MiPublished in: HPEC (2020)
Keyphrases
- big data
- high volume
- random access
- data processing
- data stores
- data intensive computing
- real time
- data management
- big data analytics
- cloud computing
- main memory
- data intensive
- data storage
- vast amounts of data
- data analysis
- memory access
- social media
- flash memory
- commodity hardware
- unstructured data
- business intelligence
- massive data
- memory management
- knowledge discovery
- database management systems
- information processing
- data warehousing
- expert systems
- parallel computation
- storage devices
- parallel computing
- massive datasets
- file system
- case study
- databases