Learning Multi-dimensional Indexes

Learning Multi-dimensional Indexes

3 December 2019

Mohammad Alizadeh

Papers citing "Learning Multi-dimensional Indexes"

18 / 18 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
Learned spatial data partitioning Keizo Hori Yuya Sasaki Daichi Amagata Y. Murosaki Makoto Onizuka 27 3 0 08 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
Learned Systems Security R. Schuster Jinyi Zhou Thorsten Eisenhofer Paul Grubbs Nicolas Papernot AAML 32 2 0 20 Dec 2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data M. Kurmanji Peter Triantafillou OOD AAML 41 18 0 11 Oct 2022
Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques Jaroslav Ovlha Terézia Slanináková Martin Gendiar Matej Antol Vlastislav Dohnal 29 0 0 18 Aug 2022
The "AI+R"-tree: An Instance-optimized R-tree Abdullah Al-Mamun Ch. Md. Rakin Haider Jianguo Wang Walid G. Aref 31 11 0 01 Jul 2022
Unsupervised Space Partitioning for Nearest Neighbor Search Abrar Fahim Mohammed Eunus Ali Muhammad Aamir Cheema 26 1 0 16 Jun 2022
Learning-Based Data Storage [Vision] (Technical Report) Xiang Lian Xiaofei Zhang 41 0 0 12 Jun 2022
Micro-architectural Analysis of a Learned Index Mikkel Møller Andersen Pınar Tözün 30 7 0 17 Sep 2021
A Unified Transferable Model for ML-Enhanced DBMS Ziniu Wu Pei Yu Peilun Yang Rong Zhu Yuxing Han Yaliang Li Defu Lian K. Zeng Jingren Zhou 47 31 0 06 May 2021
Learned Indexes for a Google-scale Disk-based Database Hussam Abu-Libdeh Deniz Altinbuken Alex Beutel Ed H. Chi Lyric Doshi Tim Kraska Xiaozhou Li Li Andy Ly Christopher Olston 24 39 0 23 Dec 2020
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation Rong Zhu Ziniu Wu Yuxing Han Kai Zeng A. Pfadler Zhengping Qian Jingren Zhou Tengjiao Wang 32 83 0 18 Nov 2020
The Case for Learned Spatial Indexes Varun Pandey Alexander van Renen Andreas Kipf Ibrahim Sabek Jialin Ding A. Kemper 22 46 0 24 Aug 2020
Hands-off Model Integration in Spatial Index Structures A. Hadian Ankita Kumar T. Heinis 22 22 0 29 Jun 2020
Qd-tree: Learning Data Layouts for Big Data Analytics Zongheng Yang Badrish Chandramouli Chi Wang J. Gehrke Yinan Li U. F. Minhas P. Larson Donald Kossmann R. Acharya 21 93 0 22 Apr 2020
ALEX: An Updatable Adaptive Learned Index Jialin Ding U. F. Minhas Jia Yu Chi Wang Jaeyoung Do ... Badrish Chandramouli J. Gehrke Donald Kossmann D. Lomet Tim Kraska 26 293 0 21 May 2019
Big Data Visualization Tools Nikos Bikakis 39 73 0 25 Jan 2018