The PGM-index: a multicriteria, compressed and learned approach to data indexing

14 October 2019

Papers citing "The PGM-index: a multicriteria, compressed and learned approach to data indexing"

15 / 15 papers shown

Title
PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy Leixia Wang Qingqing Ye Haibo Hu Xiaofeng Meng 37 1 0 18 Jul 2024
LearnedKV: Integrating LSM and Learned Index for Superior Performance on Storage Wenlong Wang David Hung-Chang Du 26 0 0 27 Jun 2024
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data Nan Jiang Haitao Yuan Jianing Si Minxiao Chen Shangguang Wang 29 2 0 22 Mar 2024
Algorithmic Complexity Attacks on Dynamic Learned Indexes Rui Yang Evgenios M. Kornaropoulos Yue Cheng AAML 57 3 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 42 2 0 18 Mar 2024
LearnedSort as a learning-augmented SampleSort: Analysis and Parallelization Ivan Carvalho Ramon Lawrence 15 4 0 17 Jul 2023
LeCo: Lightweight Compression via Learning Serial Correlations Yi-Hsin Liu Xinyu Zeng Huanchen Zhang 26 5 0 27 Jun 2023
WISK: A Workload-aware Learned Index for Spatial Keyword Queries Yufan Sheng Xin Cao Yixiang Fang Kaiqi Zhao Jianzhong Qi Gao Cong Wenjie Zhang 40 17 0 28 Feb 2023
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 24 11 0 05 Jan 2022
Micro-architectural Analysis of a Learned Index Mikkel Møller Andersen Pınar Tözün 30 7 0 17 Sep 2021
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm Jiaoyi Zhang Yihan Gao 36 25 0 01 Mar 2021
RadixSpline: A Single-Pass Learned Index Andreas Kipf Ryan Marcus Alexander van Renen Mihail Stoian A. Kemper Tim Kraska Thomas Neumann 21 171 0 30 Apr 2020
SOSD: A Benchmark for Learned Indexes Andreas Kipf Ryan Marcus Alexander van Renen Mihail Stoian A. Kemper Tim Kraska Thomas Neumann 21 91 0 29 Nov 2019