| 427 |
ALEX: An Updatable Adaptive Learned Index |
2020 |
SIGMOD |
0.00018429918 |
| 834 |
Benchmarking Learned Indexes |
2021 |
VLDB |
0.00013539098 |
| 1,132 |
Qd-tree: Learning Data Layouts for Big Data Analytics |
2020 |
SIGMOD |
0.00011873466 |
| 1,190 |
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads |
2021 |
VLDB |
0.00011564169 |
| 1,529 |
Updatable Learned Index with Precise Positions |
2021 |
VLDB |
0.00010320909 |
| 1,884 |
Effectively Learning Spatial Indices |
2020 |
VLDB |
9.422145e-05 |
| 2,009 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation |
2021 |
VLDB |
9.1813272e-05 |
| 2,584 |
Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation |
2021 |
VLDB |
8.2435322e-05 |
| 2,590 |
Are Updatable Learned Indexes Ready? |
2022 |
VLDB |
8.2368464e-05 |
| 2,772 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
8.0148928e-05 |
| 2,870 |
APEX: A High-Performance Learned Index on Persistent Memory |
2022 |
VLDB |
7.9033232e-05 |
| 2,913 |
AI Meets Database: AI4DB and DB4AI |
2021 |
SIGMOD |
7.855786e-05 |
| 3,207 |
CDFShop: Exploring and Optimizing Learned Index Structures |
2020 |
SIGMOD |
7.5187675e-05 |
| 3,328 |
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift |
2023 |
SIGMOD |
7.4094448e-05 |
| 3,632 |
Learned Index: A Comprehensive Experimental Evaluation |
2023 |
VLDB |
7.1274345e-05 |
| 3,709 |
Stable Learned Bloom Filters for Data Streams |
2020 |
VLDB |
7.0586477e-05 |
| 3,716 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
7.0541948e-05 |
| 4,385 |
NFL: Robust Learned Index via Distribution Transformation |
2022 |
VLDB |
6.613814e-05 |
| 4,389 |
DILI: A Distribution-Driven Learned Index |
2023 |
VLDB |
6.6111249e-05 |
| 4,479 |
Lightweight and Accurate Cardinality Estimation by Neural Network Gaussian Process |
2022 |
SIGMOD |
6.5665703e-05 |
| 4,508 |
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning |
2022 |
SIGMOD |
6.5553854e-05 |
| 4,621 |
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures |
2022 |
SIGMOD |
6.4828493e-05 |
| 4,727 |
Hist-Tree: Those Who Ignore It Are Doomed to Learn |
2021 |
CIDR |
6.4327925e-05 |
| 4,765 |
Machine Learning for Databases |
2021 |
VLDB |
6.4166895e-05 |
| 4,773 |
Cuckoo Index: A Lightweight Secondary Index Structure |
2020 |
VLDB |
6.4102054e-05 |
| 4,797 |
LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems |
2022 |
SIGMOD |
6.3978116e-05 |
| 4,833 |
Stage: Query Execution Time Prediction in Amazon Redshift |
2024 |
SIGMOD |
6.3834856e-05 |
| 4,879 |
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data |
2023 |
SIGMOD |
6.3567479e-05 |
| 4,915 |
Can Learned Models Replace Hash Functions? |
2023 |
VLDB |
6.3452789e-05 |
| 5,397 |
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices |
2023 |
SIGMOD |
6.1347527e-05 |
| 5,421 |
FILM: a Fully Learned Index for Larger-than-Memory Databases |
2023 |
VLDB |
6.1231965e-05 |
| 5,728 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
5.9979958e-05 |
| 5,854 |
Modeling Shifting Workloads for Learned Database Systems |
2024 |
SIGMOD |
5.9520525e-05 |
| 5,935 |
Self-Organizing Data Containers |
2022 |
CIDR |
5.9251217e-05 |
| 5,982 |
Towards instance-optimized data systems |
2021 |
VLDB |
5.9096991e-05 |
| 6,041 |
Automated Multidimensional Data Layouts in Amazon Redshift |
2024 |
SIGMOD |
5.8894534e-05 |
| 6,402 |
A Unified Transferable Model for ML-Enhanced DBMS |
2022 |
CIDR |
5.7800842e-05 |
| 6,604 |
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves |
2023 |
VLDB |
5.7196547e-05 |
| 6,622 |
Making In-Memory Learned Indexes Efficient on Disk |
2024 |
SIGMOD |
5.7136886e-05 |
| 6,730 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
5.6801409e-05 |
| 6,802 |
SALI: A Scalable Adaptive Learned Index Framework based on Probability Models |
2023 |
SIGMOD |
5.6623052e-05 |
| 6,889 |
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training |
2024 |
VLDB |
5.6393954e-05 |
| 7,341 |
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval |
2023 |
VLDB |
5.5333312e-05 |
| 7,363 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
5.5279826e-05 |
| 7,388 |
Towards Foundation Database Models |
2025 |
CIDR |
5.5211011e-05 |
| 7,621 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
5.4664683e-05 |
| 8,219 |
WISK: A Workload-aware Learned Index for Spatial Keyword Queries |
2023 |
SIGMOD |
5.359172e-05 |
| 8,223 |
Algorithmic Complexity Attacks on Dynamic Learned Indexes |
2024 |
VLDB |
5.3584214e-05 |
| 8,391 |
Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing |
2023 |
VLDB |
5.3248747e-05 |
| 8,419 |
The Case for Learned In-Memory Joins |
2023 |
VLDB |
5.3198816e-05 |