| 203 |
Learned Cardinalities: Estimating Correlated Joins with Deep Learning |
2019 |
CIDR |
0.00034868567 |
| 212 |
Join Synopses for Approximate Query Answering |
1999 |
SIGMOD |
0.00033997204 |
| 219 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00033354456 |
| 514 |
TURL: Table Understanding through Representation Learning |
2021 |
VLDB |
0.00021280726 |
| 606 |
DeepDB: Learn from Data, not from Queries! |
2020 |
VLDB |
0.00019251186 |
| 804 |
An End-to-End Learning-based Cost Estimator |
2020 |
VLDB |
0.0001643674 |
| 905 |
NeuroCard: One Cardinality Estimator for All Tables |
2021 |
VLDB |
0.00015423174 |
| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 1,104 |
Cardinality Estimation Done Right: Index-Based Join Sampling |
2017 |
CIDR |
0.0001398479 |
| 1,185 |
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes |
2019 |
SIGMOD |
0.00013432692 |
| 1,456 |
Query From Examples: An Iterative, Data-Driven Approach to Query Construction |
2015 |
VLDB |
0.00011891284 |
| 1,502 |
Discovering Queries based on Example Tuples |
2014 |
SIGMOD |
0.00011614522 |
| 1,699 |
Are We Ready For Learned Cardinality Estimation? |
2021 |
VLDB |
0.00010848882 |
| 1,742 |
Auctus: A Dataset Search Engine for Data Discovery and Augmentation |
2021 |
VLDB |
0.00010695388 |
| 2,142 |
LSH Ensemble: Internet-Scale Domain Search |
2016 |
VLDB |
9.4461701e-05 |
| 2,577 |
S4: Top-k Spreadsheet-Style Search for Query Discovery |
2015 |
SIGMOD |
8.5066436e-05 |
| 2,842 |
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
2023 |
VLDB |
8.0366354e-05 |
| 3,001 |
SANTOS: Relationship-based Semantic Table Union Search |
2023 |
SIGMOD |
7.739698e-05 |
| 3,269 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
7.3026051e-05 |
| 3,326 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.2148323e-05 |
| 3,360 |
Organizing Data Lakes for Navigation |
2020 |
SIGMOD |
7.1719486e-05 |
| 3,662 |
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity |
2019 |
VLDB |
6.8647421e-05 |
| 3,924 |
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation |
2021 |
SIGMOD |
6.6227223e-05 |
| 4,860 |
Integrating Data Lake Tables |
2023 |
VLDB |
5.867964e-05 |
| 5,086 |
Pivot-based Metric Indexing |
2017 |
VLDB |
5.7036022e-05 |
| 5,098 |
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models |
2024 |
VLDB |
5.6943033e-05 |
| 5,929 |
SchemaPile: A Large Collection of Relational Database Schemas |
2024 |
SIGMOD |
5.2635297e-05 |
| 6,268 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
5.1288179e-05 |
| 6,432 |
RONIN: Data Lake Exploration |
2021 |
VLDB |
5.0571585e-05 |
| 7,118 |
ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation |
2024 |
SIGMOD |
4.8204951e-05 |
| 7,276 |
DICE: Data Discovery by Example |
2021 |
VLDB |
4.773228e-05 |
| 7,869 |
Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach |
2023 |
SIGMOD |
4.6275089e-05 |
| 8,121 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
4.5771143e-05 |
| 8,194 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
4.5574831e-05 |
| 8,500 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
4.4920292e-05 |
| 8,576 |
RECA: Related Tables Enhanced Column Semantic Type Annotation Framework |
2023 |
VLDB |
4.4879383e-05 |
| 8,616 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
4.4795277e-05 |
| 9,928 |
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search |
2024 |
VLDB |
4.2470891e-05 |