Billion-scale Similarity Search with GPUs

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Authors: Jeff Johnson, Matthijs Douze, Hervé Jégou
Year: 2017
Journal: IEEE Transactions on Big Data
DOI: 10.1109/TBDATA.2019.2921572
Publisher: https://arxiv.org/abs/1702.08734

Keywords: faiss, vector-search

Abstract

We present FAISS a library for billion-scale similarity search with GPUs.

Cite this paper

bibtex

@misc{faiss2017,
  title  = {Billion-scale Similarity Search with GPUs},
  author = {Jeff Johnson, Matthijs Douze, Hervé Jégou},
  year   = {2017},
  journal = {IEEE Transactions on Big Data},
  doi    = {10.1109/TBDATA.2019.2921572},
  url    = {https://doi.org/10.1109/TBDATA.2019.2921572},
}

Source files

[metadata.json](https://raw.githubusercontent.com/badhope/ScholarLib/main/papers/computer-science/Information-Retrieval/Vector-Search/2019-and-earlier/IEEE Data Eng Bull/empirical/ir/faiss/metadata.json)
[paper.bib](https://raw.githubusercontent.com/badhope/ScholarLib/main/papers/computer-science/Information-Retrieval/Vector-Search/2019-and-earlier/IEEE Data Eng Bull/empirical/ir/faiss/paper.bib)