Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining.
Zili ZhangFangyue LiuGang HuangXuanzhe LiuXin JinPublished in: NSDI (2024)
Keyphrases
- query processing
- parallel processing
- database systems
- real time
- index structure
- feature vectors
- vector space
- query optimization
- scientific data analysis
- cache conscious
- database query processing
- cost model
- query evaluation
- benchmark datasets
- data management
- neural network
- memory requirements
- data sets
- memory usage
- computing power
- memory space
- database
- multidatabase environment
- graphics processors
- memory size
- graphics hardware
- parallel computing
- data structure
- xml data
- similarity search