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: Proc. ACM Manag. Data (2024)
Keyphrases
- similarity search
- high dimensional
- high dimensional data
- data sets
- multimodal data
- vector space
- data points
- indexing techniques
- efficient similarity search
- similarity queries
- query processing
- data sources
- data analysis
- training data
- database
- metric space
- multimedia databases
- data structure
- image data
- hash functions
- high dimensional spaces
- similarity search in metric spaces
- exact match
- multimedia data
- knn