| 447 |
ALEX: An Updatable Adaptive Learned Index |
2020 |
SIGMOD |
0.00018322593 |
| 847 |
Benchmarking Learned Indexes |
2021 |
VLDB |
0.0001365768 |
| 1,135 |
Qd-tree: Learning Data Layouts for Big Data Analytics |
2020 |
SIGMOD |
0.00012032847 |
| 1,174 |
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads |
2021 |
VLDB |
0.00011817414 |
| 1,551 |
Updatable Learned Index with Precise Positions |
2021 |
VLDB |
0.00010381398 |
| 1,840 |
Effectively Learning Spatial Indices |
2020 |
VLDB |
9.6404567e-05 |
| 1,988 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation |
2021 |
VLDB |
9.3501502e-05 |
| 2,620 |
Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation |
2021 |
VLDB |
8.3363963e-05 |
| 2,806 |
Are Updatable Learned Indexes Ready? |
2022 |
VLDB |
8.1013097e-05 |
| 2,888 |
AI Meets Database: AI4DB and DB4AI |
2021 |
SIGMOD |
7.9941489e-05 |
| 2,910 |
APEX: A High-Performance Learned Index on Persistent Memory |
2022 |
VLDB |
7.9700885e-05 |
| 3,035 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
7.8297746e-05 |
| 3,152 |
CDFShop: Exploring and Optimizing Learned Index Structures |
2020 |
SIGMOD |
7.7003613e-05 |
| 3,729 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
7.1683974e-05 |
| 3,792 |
Learned Index: A Comprehensive Experimental Evaluation |
2023 |
VLDB |
7.1220982e-05 |
| 3,809 |
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift |
2023 |
SIGMOD |
7.1074195e-05 |
| 4,073 |
Stable Learned Bloom Filters for Data Streams |
2020 |
VLDB |
6.9242783e-05 |
| 4,300 |
DILI: A Distribution-Driven Learned Index |
2023 |
VLDB |
6.773869e-05 |
| 4,368 |
Lightweight and Accurate Cardinality Estimation by Neural Network Gaussian Process |
2022 |
SIGMOD |
6.7393882e-05 |
| 4,414 |
NFL: Robust Learned Index via Distribution Transformation |
2022 |
VLDB |
6.7159984e-05 |
| 4,516 |
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures |
2022 |
SIGMOD |
6.6489359e-05 |
| 4,660 |
Hist-Tree: Those Who Ignore It Are Doomed to Learn |
2021 |
CIDR |
6.5797541e-05 |
| 4,751 |
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data |
2023 |
SIGMOD |
6.5241784e-05 |
| 4,780 |
Can Learned Models Replace Hash Functions? |
2023 |
VLDB |
6.5118885e-05 |
| 4,782 |
Cuckoo Index: A Lightweight Secondary Index Structure |
2020 |
VLDB |
6.5115802e-05 |
| 5,107 |
Stage: Query Execution Time Prediction in Amazon Redshift |
2024 |
SIGMOD |
6.3623786e-05 |
| 5,148 |
LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems |
2022 |
SIGMOD |
6.3465986e-05 |
| 5,169 |
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning |
2022 |
SIGMOD |
6.3349035e-05 |
| 5,340 |
Machine Learning for Databases |
2021 |
VLDB |
6.2603359e-05 |
| 5,423 |
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices |
2023 |
SIGMOD |
6.2242567e-05 |
| 5,447 |
FILM: a Fully Learned Index for Larger-than-Memory Databases |
2023 |
VLDB |
6.2149491e-05 |
| 5,974 |
Towards instance-optimized data systems |
2021 |
VLDB |
6.0230488e-05 |
| 6,076 |
Self-Organizing Data Containers |
2022 |
CIDR |
5.9852895e-05 |
| 6,132 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
5.9660278e-05 |
| 6,323 |
Modeling Shifting Workloads for Learned Database Systems |
2024 |
SIGMOD |
5.9141228e-05 |
| 6,357 |
A Unified Transferable Model for ML-Enhanced DBMS |
2022 |
CIDR |
5.9020843e-05 |
| 6,459 |
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves |
2023 |
VLDB |
5.8727182e-05 |
| 6,670 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
5.8074043e-05 |
| 6,687 |
Making In-Memory Learned Indexes Efficient on Disk |
2024 |
SIGMOD |
5.8022308e-05 |
| 6,874 |
SALI: A Scalable Adaptive Learned Index Framework based on Probability Models |
2023 |
SIGMOD |
5.7489487e-05 |
| 7,254 |
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval |
2023 |
VLDB |
5.6625991e-05 |
| 7,368 |
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training |
2024 |
VLDB |
5.6315363e-05 |
| 7,465 |
Automated Multidimensional Data Layouts in Amazon Redshift |
2024 |
SIGMOD |
5.6108826e-05 |
| 7,755 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
5.5519655e-05 |
| 8,039 |
Algorithmic Complexity Attacks on Dynamic Learned Indexes |
2024 |
VLDB |
5.5021992e-05 |
| 8,048 |
WISK: A Workload-aware Learned Index for Spatial Keyword Queries |
2023 |
SIGMOD |
5.5003171e-05 |
| 8,200 |
Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing |
2023 |
VLDB |
5.4677285e-05 |
| 8,234 |
The Case for Learned In-Memory Joins |
2023 |
VLDB |
5.460955e-05 |
| 8,323 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
5.4539294e-05 |
| 8,791 |
HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle |
2022 |
SIGMOD |
5.3717005e-05 |