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The Case for Learned Spatial Indexes

The Case for Learned Spatial Indexes

Varun Pandey
Alexander van Renen
Andreas Kipf
Ibrahim Sabek
Jialin Ding
A. Kemper
ArXiv (abs)PDFHTML

Papers citing "The Case for Learned Spatial Indexes"

10 / 10 papers shown
Title
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
Nan Jiang
Haitao Yuan
Jianing Si
Minxiao Chen
Shangguang Wang
46
3
0
22 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond
Wei Chen
Yuxuan Liang
Yuanshao Zhu
Yanchuan Chang
Kang Luo
...
Chao Chen
Kai Zheng
Yunjun Gao
Xiaofang Zhou
Yu Zheng
122
29
0
21 Mar 2024
A Survey of Learned Indexes for the Multi-dimensional Space
A Survey of Learned Indexes for the Multi-dimensional Space
Abdullah Al-Mamun
Hao Wu
Qiyang He
Jianguo Wang
Walid G. Aref
74
11
0
11 Mar 2024
LearnedSort as a learning-augmented SampleSort: Analysis and Parallelization
LearnedSort as a learning-augmented SampleSort: Analysis and Parallelization
Ivan Carvalho
Ramon Lawrence
120
5
0
17 Jul 2023
The "AI+R"-tree: An Instance-optimized R-tree
The "AI+R"-tree: An Instance-optimized R-tree
Abdullah Al-Mamun
Ch. Md. Rakin Haider
Jianguo Wang
Walid G. Aref
48
12
0
01 Jul 2022
LSI: A Learned Secondary Index Structure
LSI: A Learned Secondary Index Structure
Andreas Kipf
D. Horn
Pascal Pfeil
Ryan Marcus
Tim Kraska
41
9
0
11 May 2022
A Survey on Spatio-temporal Data Analytics Systems
A Survey on Spatio-temporal Data Analytics Systems
M. Alam
Luís Torgo
Albert Bifet
AI4TS
55
56
0
17 Mar 2021
A Reinforcement Learning Based R-Tree for Spatial Data Indexing in Dynamic Environments
A Reinforcement Learning Based R-Tree for Spatial Data Indexing in Dynamic Environments
Tu Gu
Kaiyu Feng
Gao Cong
Cheng Long
Ziyi Wang
Sheng Wang
71
4
0
08 Mar 2021
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm
Jiaoyi Zhang
Yihan Gao
49
26
0
01 Mar 2021
Learned Indexes for a Google-scale Disk-based Database
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
69
42
0
23 Dec 2020