ES4D: Accelerating Exact Similarity Search for High-Dimensional Vectors via Vector Slicing and In-SSD Computation-Reference-Cited by-同舟云学术

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ES4D: Accelerating Exact Similarity Search for High-Dimensional Vectors via Vector Slicing and In-SSD Computation

Published:2022-10 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 40th International Conference on Computer Design (ICCD)
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Author:

Kim Juhwan¹,Seo Jongseon¹,Park Jonghyeok¹,Lee Sang-Won¹,Roh Hongchan²,Cho Hyungmin¹

Affiliation:

1. Sungkyunkwan University,Suwon,Korea

2. SK Telecom,Seongnam,Korea

Funder

Samsung

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9978287/9978272/09978526.pdf?arnumber=9978526

Reference32 articles.

1. Five balltree construction algorithms;omohundro;Technical Report ICSI Berkeley,1989

2. LightFace: A Hybrid Deep Face Recognition Framework

3. WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition

4. A fast exact k-nearest neighbors algorithm for high dimensional search using k-means clustering and triangle inequality

5. Approximate nearest neighbors

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1. GTS: GPU-based Tree Index for Fast Similarity Search;Proceedings of the ACM on Management of Data;2024-05-29

2. Shell Midden Archaeology: Current Trends and Future Directions;Journal of Archaeological Research;2023-09-26

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