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个人简介
One of my recent projects has been the design and implementation of ALEX which is an ML-enhanced range index, similar in functionality to a B+Tree, but is up to 4X faster and 2000X more compact than a B+Tree. Our implementation is also a near drop-in replacement for C++ Standard Template Library’s ordered indexes (std::map or std::multimap). You can learn more about ALEX in our SIGMOD 2020 paper (https://lnkd.in/gEGXXri) and our extended technical report (https://lnkd.in/gwp7WRu). We have made the ALEX source code available on Github (https://lnkd.in/gSQte_7).
研究兴趣
论文共 52 篇作者统计合作学者相似作者
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Jason Mohoney, Anil Pacaci,Shihabur Rahman Chowdhury,Umar Farooq Minhas, Jeffery Pound,Cedric Renggli, Nima Reyhani, Ihab F. Ilyas,Theodoros Rekatsinas,Shivaram Venkataraman
arxiv(2024)
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 21 (2024): 23781-23783
EMNLP 2024 (2024): 16343-16360
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NAACL-HLTpp.6524-6536, (2024)
arXiv (Cornell University) (2023)
CoRR (2023): 253-259
Very Large Data Bases Conferenceno. 1 (2023): 99-112
arXiv (Cornell University) (2021)
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作者统计
#Papers: 52
#Citation: 2092
H-Index: 22
G-Index: 34
Sociability: 5
Diversity: 2
Activity: 17
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