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Searched The ACM Guide to Computing Literature (3,752,574 records)|Limit your search to The ACM Full-Text Collection (756,929 records)
- research-articleMarch 2024
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
- Mengzhao Wang,
- Weizhi Xu,
- Xiaomeng Yi,
- Songlin Wu,
- Zhangyang Peng,
- Xiangyu Ke,
- Yunjun Gao,
- Xiaoliang Xu,
- Rentong Guo,
- Charles Xie
Proceedings of the ACM on Management of Data (PACMMOD), Volume 2, Issue 1Article No.: 14, Pages 1–27https://doi.org/10.1145/3639269High-dimensional vector similarity search (HVSS) is gaining prominence as a powerful tool for various data science and AI applications. As vector data scales up, in-memory indexes pose a significant challenge due to the substantial increase in main ...