SOSD: A Benchmark for Learned Indexes

SOSD: A Benchmark for Learned Indexes

29 November 2019

Andreas Kipf

Alexander van Renen

Papers citing "SOSD: A Benchmark for Learned Indexes"

11 / 11 papers shown

Title
A Survey of Learned Indexes for the Multi-dimensional Space Abdullah Al-Mamun Hao Wu Qiyang He Jianguo Wang Walid G. Aref 49 9 0 11 Mar 2024
LeCo: Lightweight Compression via Learning Serial Correlations Yi-Hsin Liu Xinyu Zeng Huanchen Zhang 26 5 0 27 Jun 2023
Learned Systems Security R. Schuster Jinyi Zhou Thorsten Eisenhofer Paul Grubbs Nicolas Papernot AAML 32 2 0 20 Dec 2022
NFL: Robust Learned Index via Distribution Transformation Shangyu Wu Yufei Cui Jinghuan Yu Xuan Sun Tei-Wei Kuo Chun Jason Xue OOD 40 25 0 24 May 2022
LSI: A Learned Secondary Index Structure Andreas Kipf D. Horn Pascal Pfeil Ryan Marcus Tim Kraska 24 7 0 11 May 2022
Standard Vs Uniform Binary Search and Their Variants in Learned Static Indexing: The Case of the Searching on Sorted Data Benchmarking Software Platform Domenico Amato Giosuè Lo Bosco Raffaele Giancarlo 45 11 0 05 Jan 2022
Bounding the Last Mile: Efficient Learned String Indexing Benjamin Spector Andreas Kipf Kapil Vaidya Chi Wang U. F. Minhas Tim Kraska 24 23 0 29 Nov 2021
Micro-architectural Analysis of a Learned Index Mikkel Møller Andersen Pınar Tözün 30 7 0 17 Sep 2021
Learned Sorted Table Search and Static Indexes in Small Model Space Domenico Amato Giosuè Lo Bosco Raffaele Giancarlo 32 6 0 19 Jul 2021
Hands-off Model Integration in Spatial Index Structures A. Hadian Ankita Kumar T. Heinis 22 22 0 29 Jun 2020
From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees Yifan Dai Yien Xu Aishwarya Ganesan Ramnatthan Alagappan Brian Kroth Andrea C. Arpaci-Dusseau Remzi H. Arpaci-Dusseau 24 1 0 28 May 2020