| 204 |
Learned Cardinalities: Estimating Correlated Joins with Deep Learning |
2019 |
CIDR |
0.00034784455 |
| 211 |
Join Synopses for Approximate Query Answering |
1999 |
SIGMOD |
0.00033981214 |
| 221 |
Deep Entity Matching with Pre-Trained Language Models |
2021 |
VLDB |
0.00033121824 |
| 513 |
TURL: Table Understanding through Representation Learning |
2021 |
VLDB |
0.00021288342 |
| 608 |
DeepDB: Learn from Data, not from Queries! |
2020 |
VLDB |
0.00019235898 |
| 806 |
An End-to-End Learning-based Cost Estimator |
2020 |
VLDB |
0.00016434274 |
| 910 |
NeuroCard: One Cardinality Estimator for All Tables |
2021 |
VLDB |
0.00015423056 |
| 939 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015187344 |
| 1,105 |
Cardinality Estimation Done Right: Index-Based Join Sampling |
2017 |
CIDR |
0.00013990395 |
| 1,187 |
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes |
2019 |
SIGMOD |
0.00013443639 |
| 1,459 |
Query From Examples: An Iterative, Data-Driven Approach to Query Construction |
2015 |
VLDB |
0.00011889802 |
| 1,509 |
Discovering Queries based on Example Tuples |
2014 |
SIGMOD |
0.00011612727 |
| 1,703 |
Are We Ready For Learned Cardinality Estimation? |
2021 |
VLDB |
0.00010836769 |
| 1,751 |
Auctus: A Dataset Search Engine for Data Discovery and Augmentation |
2021 |
VLDB |
0.00010683295 |
| 2,141 |
LSH Ensemble: Internet-Scale Domain Search |
2016 |
VLDB |
9.4542625e-05 |
| 2,576 |
S4: Top-k Spreadsheet-Style Search for Query Discovery |
2015 |
SIGMOD |
8.5112408e-05 |
| 2,836 |
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
2023 |
VLDB |
8.0443826e-05 |
| 3,000 |
SANTOS: Relationship-based Semantic Table Union Search |
2023 |
SIGMOD |
7.7462128e-05 |
| 3,266 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
7.3074684e-05 |
| 3,335 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.2065006e-05 |
| 3,358 |
Organizing Data Lakes for Navigation |
2020 |
SIGMOD |
7.1784949e-05 |
| 3,661 |
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity |
2019 |
VLDB |
6.8689912e-05 |
| 3,924 |
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation |
2021 |
SIGMOD |
6.6271553e-05 |
| 4,859 |
Integrating Data Lake Tables |
2023 |
VLDB |
5.8732433e-05 |
| 4,985 |
Pivot-based Metric Indexing |
2017 |
VLDB |
5.7856648e-05 |
| 5,099 |
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models |
2024 |
VLDB |
5.6997784e-05 |
| 5,928 |
SchemaPile: A Large Collection of Relational Database Schemas |
2024 |
SIGMOD |
5.2685946e-05 |
| 6,270 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
5.1337451e-05 |
| 6,438 |
RONIN: Data Lake Exploration |
2021 |
VLDB |
5.0620163e-05 |
| 7,123 |
ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation |
2024 |
SIGMOD |
4.8251036e-05 |
| 7,303 |
DICE: Data Discovery by Example |
2021 |
VLDB |
4.7684686e-05 |
| 7,868 |
Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach |
2023 |
SIGMOD |
4.6319504e-05 |
| 8,116 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
4.581507e-05 |
| 8,193 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
4.5618596e-05 |
| 8,503 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
4.496339e-05 |
| 8,579 |
RECA: Related Tables Enhanced Column Semantic Type Annotation Framework |
2023 |
VLDB |
4.4922446e-05 |
| 8,618 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
4.4838259e-05 |
| 9,928 |
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search |
2024 |
VLDB |
4.2511622e-05 |