| 3,671 |
Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines |
2020 |
VLDB |
7.1100217e-05 |
| 3,697 |
Learned Index: A Comprehensive Experimental Evaluation |
2023 |
VLDB |
7.0882335e-05 |
| 3,703 |
Stable Learned Bloom Filters for Data Streams |
2020 |
VLDB |
7.0842566e-05 |
| 3,714 |
The Case for a Learned Sorting Algorithm |
2020 |
SIGMOD |
7.0769061e-05 |
| 3,803 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
7.0127652e-05 |
| 3,949 |
Deploying a Steered Query Optimizer in Production at Microsoft |
2022 |
SIGMOD |
6.9052796e-05 |
| 4,153 |
LeCo: Lightweight Compression via Learning Serial Correlations |
2024 |
SIGMOD |
6.776246e-05 |
| 4,197 |
Proteus: A Self-Designing Range Filter |
2022 |
SIGMOD |
6.7417716e-05 |
| 4,293 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
6.6819917e-05 |
| 4,375 |
DILI: A Distribution-Driven Learned Index |
2023 |
VLDB |
6.6292167e-05 |
| 4,457 |
Lightweight and Accurate Cardinality Estimation by Neural Network Gaussian Process |
2022 |
SIGMOD |
6.5913732e-05 |
| 4,508 |
NFL: Robust Learned Index via Distribution Transformation |
2022 |
VLDB |
6.5704964e-05 |
| 4,538 |
One Model to Rule them All: Towards Zero-Shot Learning for Databases |
2022 |
CIDR |
6.553705e-05 |
| 4,563 |
Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts |
2022 |
SIGMOD |
6.5320994e-05 |
| 4,616 |
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures |
2022 |
SIGMOD |
6.5000712e-05 |
| 4,625 |
Stacked Filters: Learning to Filter by Structure |
2021 |
VLDB |
6.4969374e-05 |
| 4,641 |
PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery |
2023 |
VLDB |
6.4899953e-05 |
| 4,721 |
Hist-Tree: Those Who Ignore It Are Doomed to Learn |
2021 |
CIDR |
6.4541703e-05 |
| 4,750 |
GRF: A Global Range Filter for LSM-Trees with Shape Encoding |
2024 |
SIGMOD |
6.4354422e-05 |
| 4,756 |
Cuckoo Index: A Lightweight Secondary Index Structure |
2020 |
VLDB |
6.43221e-05 |
| 4,781 |
Learned Approximate Query Processing: Make it Light, Accurate and Fast |
2021 |
CIDR |
6.4162085e-05 |
| 4,850 |
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data |
2023 |
SIGMOD |
6.3808017e-05 |
| 4,875 |
Oasis: An Optimal Disjoint Segmented Learned Range Filter |
2024 |
VLDB |
6.3724016e-05 |
| 4,890 |
Can Learned Models Replace Hash Functions? |
2023 |
VLDB |
6.3682031e-05 |
| 5,003 |
COMPASS: Online Sketch-based Query Optimization for In-Memory Databases |
2021 |
SIGMOD |
6.3188773e-05 |
| 5,041 |
LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems |
2022 |
SIGMOD |
6.3006152e-05 |
| 5,046 |
Dissecting, Designing, and Optimizing LSM-based Data Stores |
2022 |
SIGMOD |
6.3000825e-05 |
| 5,081 |
InfiniFilter: Expanding Filters to Infinity and Beyond |
2023 |
SIGMOD |
6.2854372e-05 |
| 5,126 |
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach |
2020 |
SIGMOD |
6.261175e-05 |
| 5,214 |
Stage: Query Execution Time Prediction in Amazon Redshift |
2024 |
SIGMOD |
6.2248104e-05 |
| 5,341 |
Spitz: A Verifiable Database System |
2020 |
VLDB |
6.1730655e-05 |
| 5,496 |
Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations |
2022 |
VLDB |
6.1049663e-05 |
| 5,537 |
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices |
2023 |
SIGMOD |
6.0919359e-05 |
| 5,571 |
FILM: a Fully Learned Index for Larger-than-Memory Databases |
2023 |
VLDB |
6.080267e-05 |
| 5,674 |
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
2023 |
VLDB |
6.0430252e-05 |
| 5,716 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
6.0194657e-05 |
| 5,840 |
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation |
2022 |
VLDB |
5.9737703e-05 |
| 5,871 |
PilotScope: Steering Databases with Machine Learning Drivers |
2024 |
VLDB |
5.9639223e-05 |
| 5,974 |
Towards instance-optimized data systems |
2021 |
VLDB |
5.9305575e-05 |
| 6,080 |
From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems |
2019 |
SIGMOD |
5.8924903e-05 |
| 6,105 |
Breaking It Down: An In-depth Study of Index Advisors |
2024 |
VLDB |
5.8860941e-05 |
| 6,124 |
Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads |
2023 |
SIGMOD |
5.8788211e-05 |
| 6,174 |
Helios: Hyperscale Indexing for the Cloud & Edge |
2020 |
VLDB |
5.8612829e-05 |
| 6,274 |
A Critical Analysis of Recursive Model Indexes |
2022 |
VLDB |
5.8271888e-05 |
| 6,416 |
A Unified Transferable Model for ML-Enhanced DBMS |
2022 |
CIDR |
5.7920805e-05 |
| 6,434 |
An Eight-Dimensional Systematic Evaluation of Optimized Search Algorithms on Modern Processors |
2018 |
VLDB |
5.7861149e-05 |
| 6,595 |
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves |
2023 |
VLDB |
5.7413481e-05 |
| 6,663 |
Range Search over Encrypted Multi-Attribute Data |
2023 |
VLDB |
5.7166181e-05 |
| 6,694 |
MOST: Model-Based Compression with Outlier Storage for Time Series Data |
2023 |
SIGMOD |
5.7068014e-05 |
| 6,719 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
5.6985717e-05 |