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- research-articleJune 2021
Milvus: A Purpose-Built Vector Data Management System
- Jianguo Wang,
- Xiaomeng Yi,
- Rentong Guo,
- Hai Jin,
- Peng Xu,
- Shengjun Li,
- Xiangyu Wang,
- Xiangzhou Guo,
- Chengming Li,
- Xiaohai Xu,
- Kun Yu,
- Yuxing Yuan,
- Yinghao Zou,
- Jiquan Long,
- Yudong Cai,
- Zhenxiang Li,
- Zhifeng Zhang,
- Yihua Mo,
- Jun Gu,
- Ruiyi Jiang,
- Yi Wei,
- Charles Xie
SIGMOD '21: Proceedings of the 2021 International Conference on Management of DataPages 2614–2627https://doi.org/10.1145/3448016.3457550Recently, there has been a pressing need to manage high-dimensional vector data in data science and AI applications. This trend is fueled by the proliferation of unstructured data and machine learning (ML), where ML models usually transform unstructured ...
- research-articleJuly 2008
SpotSigs: robust and efficient near duplicate detection in large web collections
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrievalPages 563–570https://doi.org/10.1145/1390334.1390431Motivated by our work with political scientists who need to manually analyze large Web archives of news sites, we present SpotSigs, a new algorithm for extracting and matching signatures for near duplicate detection in large Web crawls. Our spot ...