Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment.
Mengzhao WangWeizhi XuXiaomeng YiSonglin WuZhangyang PengXiangyu KeYunjun GaoXiaoliang XuRentong GuoCharles XiePublished in: CoRR (2024)
Keyphrases
- similarity search
- high dimensional
- high dimensional data
- multimodal data
- data sets
- metric space
- indexing techniques
- database
- data analysis
- data points
- similarity queries
- indexing structure
- disk resident
- efficient similarity search
- vector space
- data structure
- training data
- data distribution
- multimedia databases
- similarity search in metric spaces
- similarity search in high dimensional
- r tree
- multimedia data
- spatial data
- structured data
- distance function
- low dimensional
- data sources
- query processing
- similarity measure
- databases