| 100 |
HoloClean: Holistic Data Repairs with Probabilistic Inference |
2017 |
VLDB |
145 |
0.00033951027 |
| 105 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
108 |
0.00033605348 |
| 200 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
74 |
0.00025443474 |
| 208 |
EmptyHeaded: A Relational Engine for Graph Processing |
2016 |
SIGMOD |
97 |
0.00024929198 |
| 323 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
65 |
0.00021022156 |
| 397 |
Worst-case Optimal Join Algorithms |
2012 |
PODS |
64 |
0.0001911958 |
| 494 |
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes |
2024 |
VLDB |
40 |
0.00017350554 |
| 506 |
Towards a Unified Architecture for in-RDBMS Analytics |
2012 |
SIGMOD |
49 |
0.00017158546 |
| 569 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
45 |
0.00016212139 |
| 656 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
46 |
0.00015052106 |
| 699 |
MYSTIQ: A system for finding more answers by using probabilities |
2005 |
SIGMOD |
33 |
0.00014645232 |
| 1,067 |
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS |
2011 |
VLDB |
23 |
0.00012170631 |
| 1,123 |
Snuba: Automating Weak Supervision to Label Training Data |
2019 |
VLDB |
26 |
0.00011901566 |
| 1,169 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
25 |
0.00011690039 |
| 1,286 |
Automatic Optimization for MapReduce Programs |
2011 |
VLDB |
19 |
0.00011187304 |
| 1,568 |
AJAR: Aggregations and Joins over Annotated Relations |
2016 |
PODS |
25 |
0.00010178045 |
| 1,734 |
Beyond Worst-case Analysis for Joins with Minesweeper |
2014 |
PODS |
18 |
9.7545941e-05 |
| 1,769 |
Structured Querying of Web Text: A Technical Challenge |
2007 |
CIDR |
11 |
9.6796356e-05 |
| 1,795 |
Approximate Lineage for Probabilistic Databases |
2008 |
VLDB |
20 |
9.6147575e-05 |
| 1,821 |
Joins via Geometric Resolutions: Worst-case and Beyond |
2015 |
PODS |
23 |
9.5466386e-05 |
| 2,596 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
23 |
8.2258492e-05 |
| 2,942 |
Fonduer: Knowledge Base Construction from Richly Formatted Data |
2018 |
SIGMOD |
13 |
7.8171618e-05 |
| 2,996 |
Materialized Views in Probabilistic Databases: For Information Exchange and Query Optimization |
2007 |
VLDB |
12 |
7.7548593e-05 |
| 3,120 |
Event Queries on Correlated Probabilistic Streams |
2008 |
SIGMOD |
18 |
7.6099057e-05 |
| 3,524 |
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins |
2022 |
VLDB |
10 |
7.215969e-05 |
| 3,636 |
The Role of Massively Multi-Task and Weak Supervision in Software 2.0 |
2019 |
CIDR |
5 |
7.1264544e-05 |
| 3,724 |
Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype? |
2015 |
SIGMOD |
7 |
7.0482307e-05 |
| 3,737 |
Snorkel: Fast Training Set Generation for Information Extraction |
2017 |
SIGMOD |
8 |
7.0425964e-05 |
| 3,797 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
2017 |
SIGMOD |
15 |
6.9951279e-05 |
| 3,921 |
DunceCap: Query Plans Using Generalized Hypertree Decompositions |
2015 |
SIGMOD |
10 |
6.9059118e-05 |
| 4,000 |
Exploiting Correlations for Expensive Predicate Evaluation |
2015 |
SIGMOD |
6 |
6.8489751e-05 |
| 4,009 |
Overton: A Data System for Monitoring and Improving Machine-Learned Products |
2020 |
CIDR |
10 |
6.8427225e-05 |
| 4,046 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
9 |
6.8182709e-05 |
| 4,403 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
8 |
6.6033854e-05 |
| 5,204 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale |
2019 |
SIGMOD |
9 |
6.2170777e-05 |
| 5,822 |
Incrementally Maintaining Classification using an RDBMS |
2011 |
VLDB |
6 |
5.9655757e-05 |
| 5,934 |
A Relational Framework for Classifier Engineering |
2017 |
PODS |
5 |
5.925278e-05 |
| 5,986 |
Understanding Cardinality Estimation using Entropy Maximization |
2010 |
PODS |
5 |
5.9085861e-05 |
| 7,047 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
2 |
5.5973924e-05 |
| 7,555 |
Feature Selection in Enterprise Analytics: A Demonstration using an R-based Data Analytics System |
2013 |
VLDB |
9 |
5.4797204e-05 |
| 7,888 |
Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded |
2017 |
VLDB |
3 |
5.4161029e-05 |
| 8,328 |
DunceCap: Compiling Worst-Case Optimal Query Plans |
2015 |
SIGMOD |
4 |
5.3380779e-05 |
| 8,776 |
Probabilistic Management of OCR Data using an RDBMS |
2012 |
VLDB |
2 |
5.2666658e-05 |
| 8,777 |
A Demonstration of Cascadia Through a Digital Diary Application |
2008 |
SIGMOD |
1 |
5.2655347e-05 |
| 9,734 |
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation |
2021 |
CIDR |
4 |
5.1195412e-05 |
| 9,872 |
Automating the Enterprise with Foundation Models |
2024 |
VLDB |
1 |
5.1052165e-05 |
| 10,213 |
Is Data Management the Beating Heart of AI Systems? |
2022 |
SIGMOD |
1 |
5.0488113e-05 |
| 11,875 |
Data Management Opportunities for Foundation Models |
2022 |
CIDR |
0 |
4.9605343e-05 |
| 12,175 |
Leveraging Organizational Resources to Adapt Models to New Data Modalities |
2020 |
VLDB |
2 |
4.9605343e-05 |
| 12,477 |
Mindtagger: A Demonstration of Data Labeling in Knowledge Base Construction |
2015 |
VLDB |
1 |
4.9605343e-05 |
| 12,748 |
Transducing Markov Sequences |
2010 |
PODS |
3 |
4.9605343e-05 |
| 12,938 |
Systems Aspects of Probabilistic Data Management |
2008 |
VLDB |
0 |
4.9605343e-05 |
| 13,778 |
The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander? |
2022 |
SIGMOD |
0 |
- |
| 14,007 |
Ringtail: A Generalized Nowcasting System |
2013 |
VLDB |
1 |
- |
| 14,102 |
Lahar Demonstration: Warehousing Markovian Streams |
2009 |
VLDB |
1 |
- |