Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads

23 June 2020

Papers citing "Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads"

23 / 23 papers shown

Title
LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table Yusuke Matsui 110 0 0 05 Jun 2025
Algorithmic Complexity Attacks on Dynamic Learned Indexes Rui Yang Evgenios M. Kornaropoulos Yue Cheng AAML 93 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 60 3 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 74 11 0 11 Mar 2024
Learned spatial data partitioning Keizo Hori Yuya Sasaki Daichi Amagata Y. Murosaki Makoto Onizuka 57 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 68 18 0 28 Feb 2023
Learned-Database Systems Security R. Schuster Jinyi Zhou Thorsten Eisenhofer Paul Grubbs Nicolas Papernot AAML 111 2 0 20 Dec 2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data M. Kurmanji Peter Triantafillou OOD AAML 88 18 0 11 Oct 2022
Learned k-NN Distance Estimation Daichi Amagata Yusuke Arai Sumio Fujita Takahiro Hara 24 6 0 29 Aug 2022
Compressing (Multidimensional) Learned Bloom Filters Angjela Davitkova Damjan Gjurovski S. Michel MQ 49 5 0 05 Aug 2022
Testing the Robustness of Learned Index Structures Matthias Bachfischer Renata Borovica-Gajic Benjamin I. P. Rubinstein AAML 47 1 0 23 Jul 2022
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
NFL: Robust Learned Index via Distribution Transformation Shangyu Wu Yufei Cui Jinghuan Yu Xuan Sun Tei-Wei Kuo Chun Jason Xue OOD 70 28 0 24 May 2022
A Learned Index for Exact Similarity Search in Metric Spaces Yao Tian Ting-Kun Yan Xi Zhao Kai Huang Xiaofang Zhou 38 17 0 21 Apr 2022
Towards Practical Learned Indexing Mihail Stoian Andreas Kipf Ryan Marcus Tim Kraska 45 9 0 11 Aug 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 103 31 0 06 May 2021
One Model to Rule them All: Towards Zero-Shot Learning for Databases Benjamin Hilprecht Carsten Binnig VLM 105 33 0 03 May 2021
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 68 4 0 08 Mar 2021
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm Jiaoyi Zhang Yihan Gao 49 26 0 01 Mar 2021
A Pluggable Learned Index Method via Sampling and Gap Insertion Yaliang Li Daoyuan Chen Bolin Ding K. Zeng Jingren Zhou 61 15 0 04 Jan 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 69 42 0 23 Dec 2020
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures Evgenios M. Kornaropoulos Silei Ren R. Tamassia AAML 65 19 0 01 Aug 2020
Hands-off Model Integration in Spatial Index Structures A. Hadian Ankita Kumar T. Heinis 51 23 0 29 Jun 2020