| 2,443 |
FINEdex: A Fine-grained Learned Index Scheme for Scalable and Concurrent Memory Systems |
2022 |
VLDB |
8.6373807e-05 |
| 2,571 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
8.4677877e-05 |
| 3,068 |
APEX: A High-Performance Learned Index on Persistent Memory |
2022 |
VLDB |
7.859091e-05 |
| 3,114 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
7.79794e-05 |
| 3,231 |
Are Updatable Learned Indexes Ready? |
2022 |
VLDB |
7.6889233e-05 |
| 3,755 |
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift |
2023 |
SIGMOD |
7.2037909e-05 |
| 4,004 |
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm |
2022 |
VLDB |
7.0365146e-05 |
| 4,256 |
Learned Index: A Comprehensive Experimental Evaluation |
2023 |
VLDB |
6.8662757e-05 |
| 4,417 |
One Model to Rule them All: Towards Zero-Shot Learning for Databases |
2022 |
CIDR |
6.7766173e-05 |
| 4,598 |
DILI: A Distribution-Driven Learned Index |
2023 |
VLDB |
6.683617e-05 |
| 4,637 |
Hist-Tree: Those Who Ignore It Are Doomed to Learn |
2021 |
CIDR |
6.6558829e-05 |
| 4,661 |
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures |
2022 |
SIGMOD |
6.6386984e-05 |
| 4,700 |
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data |
2023 |
SIGMOD |
6.619414e-05 |
| 4,742 |
Cuckoo Index: A Lightweight Secondary Index Structure |
2020 |
VLDB |
6.6007088e-05 |
| 4,901 |
Can Learned Models Replace Hash Functions? |
2023 |
VLDB |
6.5170528e-05 |
| 4,926 |
NFL: Robust Learned Index via Distribution Transformation |
2022 |
VLDB |
6.5064866e-05 |
| 5,074 |
LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems |
2022 |
SIGMOD |
6.4411546e-05 |
| 5,206 |
Stage: Query Execution Time Prediction in Amazon Redshift |
2024 |
SIGMOD |
6.3868465e-05 |
| 5,532 |
Crystal: A Unified Cache Storage System for Analytical Databases |
2021 |
VLDB |
6.2448333e-05 |
| 5,789 |
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices |
2023 |
SIGMOD |
6.1471889e-05 |
| 5,938 |
Towards instance-optimized data systems |
2021 |
VLDB |
6.097047e-05 |
| 5,976 |
Pando: Enhanced Data Skipping with Logical Data Partitioning |
2023 |
VLDB |
6.083338e-05 |
| 5,999 |
Self-Organizing Data Containers |
2022 |
CIDR |
6.0775879e-05 |
| 6,284 |
A Unified Transferable Model for ML-Enhanced DBMS |
2022 |
CIDR |
5.9902184e-05 |
| 6,313 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
5.976279e-05 |
| 6,370 |
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves |
2023 |
VLDB |
5.9620077e-05 |
| 6,507 |
Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses |
2024 |
SIGMOD |
5.9138605e-05 |
| 6,577 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
5.8907959e-05 |
| 6,958 |
Making In-Memory Learned Indexes Efficient on Disk |
2024 |
SIGMOD |
5.7990776e-05 |
| 7,521 |
SALI: A Scalable Adaptive Learned Index Framework based on Probability Models |
2023 |
SIGMOD |
5.6603106e-05 |
| 7,632 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
5.6369542e-05 |
| 7,700 |
Hyper: A High-Performance and Memory-Efficient Learned Index via Hybrid Construction |
2024 |
SIGMOD |
5.6222486e-05 |
| 7,721 |
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training |
2024 |
VLDB |
5.6188321e-05 |
| 7,881 |
Towards Designing and Learning Piecewise Space-Filling Curves |
2023 |
VLDB |
5.593772e-05 |
| 7,989 |
Automated Multidimensional Data Layouts in Amazon Redshift |
2024 |
SIGMOD |
5.5684692e-05 |
| 8,069 |
Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing |
2023 |
VLDB |
5.5524111e-05 |
| 8,212 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
5.534262e-05 |
| 8,394 |
Knowledge Graph Exploration Systems: are we lost? |
2022 |
CIDR |
5.4958075e-05 |
| 8,443 |
WISK: A Workload-aware Learned Index for Spatial Keyword Queries |
2023 |
SIGMOD |
5.4946575e-05 |
| 8,500 |
Algorithmic Complexity Attacks on Dynamic Learned Indexes |
2024 |
VLDB |
5.4845183e-05 |
| 8,561 |
HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle |
2022 |
SIGMOD |
5.4714744e-05 |
| 8,727 |
Towards Foundation Database Models |
2025 |
CIDR |
5.4404112e-05 |
| 8,856 |
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting |
2024 |
SIGMOD |
5.4214637e-05 |
| 9,243 |
LeaFi: Data Series Indexes on Steroids with Learned Filters |
2025 |
SIGMOD |
5.3572577e-05 |
| 9,286 |
Can Learned Indexes be Built Efficiently? A Deep Dive into Sampling Trade-offs |
2024 |
SIGMOD |
5.3541789e-05 |
| 9,438 |
AMNES: Accelerating the computation of data correlation using FPGAs |
2023 |
VLDB |
5.3331413e-05 |
| 9,593 |
Waffle: In-memory Grid Index for Moving Objects with Reinforcement Learning-based Configuration Tuning System |
2022 |
VLDB |
5.3086438e-05 |
| 9,760 |
Adaptive Indexing of Objects with Spatial Extent |
2023 |
VLDB |
5.2759752e-05 |
| 9,778 |
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format |
2024 |
SIGMOD |
5.2743647e-05 |
| 9,821 |
PLATON: Top-down R-tree Packing with Learned Partition Policy |
2023 |
SIGMOD |
5.2648912e-05 |