Learned Indexes for a Google-scale Disk-based Database

23 December 2020

Papers citing "Learned Indexes for a Google-scale Disk-based Database"

10 / 10 papers shown

Title
CAMAL: Optimizing LSM-trees via Active Learning Weiping Yu Siqiang Luo Zihao Yu Gao Cong 18 2 0 23 Sep 2024
LearnedKV: Integrating LSM and Learned Index for Superior Performance on Storage Wenlong Wang David Hung-Chang Du 19 0 0 27 Jun 2024
Algorithmic Complexity Attacks on Dynamic Learned Indexes Rui Yang Evgenios M. Kornaropoulos Yue Cheng AAML 49 2 0 19 Mar 2024
Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training Minsu Kim Jinwoo Hwang Guseul Heo Seiyeon Cho Divya Mahajan Jongse Park 34 2 0 18 Mar 2024
A Survey of Learned Indexes for the Multi-dimensional Space Abdullah Al-Mamun Hao Wu Qiyang He Jianguo Wang Walid G. Aref 32 9 0 11 Mar 2024
Learned Systems Security R. Schuster Jinyi Zhou Thorsten Eisenhofer Paul Grubbs Nicolas Papernot AAML 14 2 0 20 Dec 2022
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces Nilesh Gupta Patrick H. Chen Hsiang-Fu Yu Cho-Jui Hsieh Inderjit S Dhillon 29 15 0 16 Oct 2022
Testing the Robustness of Learned Index Structures Matthias Bachfischer Renata Borovica-Gajic Benjamin I. P. Rubinstein AAML 13 1 0 23 Jul 2022
LSI: A Learned Secondary Index Structure Andreas Kipf D. Horn Pascal Pfeil Ryan Marcus Tim Kraska 13 7 0 11 May 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 26 264 0 14 Feb 2022